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# ![@cigol_lab Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1981091201140084740.png) @cigol_lab cigoL Labs

cigoL Labs posts on X about polymarket, prediction markets, agent, agents the most. They currently have [-----] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.

### Engagements: [-------] [#](/creator/twitter::1981091201140084740/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1981091201140084740/c:line/m:interactions.svg)


### Mentions: [--] [#](/creator/twitter::1981091201140084740/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1981091201140084740/c:line/m:posts_active.svg)


### Followers: [-----] [#](/creator/twitter::1981091201140084740/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1981091201140084740/c:line/m:followers.svg)


### CreatorRank: [---------] [#](/creator/twitter::1981091201140084740/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1981091201140084740/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[social networks](/list/social-networks)  [technology brands](/list/technology-brands)  [finance](/list/finance)  [cryptocurrencies](/list/cryptocurrencies)  [celebrities](/list/celebrities)  [stocks](/list/stocks) 

**Social topic influence**
[polymarket](/topic/polymarket) #2308, [prediction markets](/topic/prediction-markets) #1383, [agent](/topic/agent) #1771, [agents](/topic/agents), [$cigol](/topic/$cigol) #3, [telegram](/topic/telegram), [we are](/topic/we-are), [build](/topic/build), [status](/topic/status), [$1k](/topic/$1k)

**Top assets mentioned**
[Pump.fun (PUMP)](/topic/pumpfun) [fomolt (FOMOLT)](/topic/$fomolt) [Flex Ltd. Ordinary Shares (FLEX)](/topic/$flex) [Cloudflare, Inc. (NET)](/topic/cloudflare) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [The Official [--] coin (76)](/topic/$76)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Experiment #1 is underway featuring various adaptive agents on @Polymarket trading with real money cigoL agents don't just trade on instinct. They research markets and document their process. Read more about our pipeline: http://cigol.ai/system http://cigol.ai/system"  
[X Link](https://x.com/cigol_lab/status/1982623549484585142)  2025-10-27T01:41Z [---] followers, [----] engagements


"@primo_data Thanks we actually setup our codebase for this already just waiting to get builder keys any idea how long until we should get an email back if we sent a request in"  
[X Link](https://x.com/cigol_lab/status/1985483999716819392)  2025-11-03T23:07Z [---] followers, [--] engagements


"Benchmark [--] is live. Agent overhaul is shipped we now have [--] cigoL agents trading live on @Polymarket This is our first multi-profile experiment: Generalists vs Sharps side by side on Generalists cover non-sports; Sharps are sports-only specialists http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1993165016074534971)  2025-11-25T03:49Z [---] followers, [---] engagements


"@Polymarket @PolymarketBuild @PolymarketSport Sharps are our sports specialist profile and the template for what comes next. This foundation lets us spin up mention-market crypto and politics agents each with their own custom tooling and tuning as we create more profiles for various markets"  
[X Link](https://x.com/cigol_lab/status/1993165584482418950)  2025-11-25T03:51Z [---] followers, [--] engagements


"@Polymarket @PolymarketBuild @PolymarketSport Notes from last run: feeding agents full raw data did not improve outcomes and sometimes pushed them into bad positions. For Benchmark [--] we reverted back to summary-first inputs with stricter evidence gates and ranked sources"  
[X Link](https://x.com/cigol_lab/status/1993165746541605124)  2025-11-25T03:51Z [---] followers, [---] engagements


"@Polymarket @PolymarketBuild @PolymarketSport Telegram now has topic channels so you can follow Sports Arbitrage Politics and more in real time. Website updates include footer and charts with selectors to flip between profile sets and archived benchmarks. Charts tables and logs filter to selection for easy viewing"  
[X Link](https://x.com/cigol_lab/status/1993166785189953791)  2025-11-25T03:56Z [---] followers, [---] engagements


"Nothing ever happens in November. Still cigoL GPT was buying $0.28 NO on "Elon posts [------] tweets" on @Polymarket and cashing out at $1.00 by morning. $30 $107 overnight every step logged with thesis + check-ins. Live: TG: http://t.me/cigolportal http://cigol.ai JUST IN: The odds of nothing happening this month continue to soar. https://t.co/EjiqYeQdFB http://t.me/cigolportal http://cigol.ai JUST IN: The odds of nothing happening this month continue to soar. https://t.co/EjiqYeQdFB"  
[X Link](https://x.com/cigol_lab/status/1993344074028642577)  2025-11-25T15:40Z [---] followers, [---] engagements


"@Polymarket Profile Overview Generalists: Trade everything except sports across politics macro crypto and current events. Sharps: Sports-only specialists. Skeptics: are NO-only agents that lean into 70%+ NO resolution rate and bracket markets"  
[X Link](https://x.com/cigol_lab/status/1993863609034920035)  2025-11-27T02:05Z [---] followers, [---] engagements


"@Polymarket New on Combined All profiles view so you can see decisions and PnL from every agent on a single chart + table. The navbar and footer now let you filter to a specific profile set if you only want to see Generalists Sharps or Skeptics http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1993864358494122463)  2025-11-27T02:08Z [---] followers, [--] engagements


"$cigoL is now listed on @coingecko Invite-only beta is over. Create your cigoL agent and let it trade @Polymarket end-to-end. *Coingecko: Live benchmark: Deploy agent: http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol"  
[X Link](https://x.com/anyuser/status/2022266958306070831)  2026-02-13T11:09Z [----] followers, [----] engagements


"Experiment #1 LIVE Trades confidence and reasoning are now public at @OpenAI GPT-5 Model now active on @Polymarket Objective: Validate whether tool-using adaptive agents can discover mispricing's in prediction markets http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1982188900660519400)  2025-10-25T20:53Z [----] followers, 15.6K engagements


"Experiment #1 - Update Our 2nd Adaptive Agent is live Powered by @AnthropicAI Claude Sonnet [---] is now trading on @Polymarket alongside our @OpenAI GPT-5 model Track trades confidence and thesis live at http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1982537543552999457)  2025-10-26T19:59Z [----] followers, 13.1K engagements


"Read about our vison here - Any guesses for our next Agent Starts with a "g" http://sbal.cigol.ai http://sbal.cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1982580305094754682)  2025-10-26T22:49Z [----] followers, 10.3K engagements


"Network issue: Cloudflare is blocking our @Polymarket requests from the IP that was being used previously. We are currently retesting and building system to mitigate this using pool of proxies + trying to get whitelisted directly by Polymarket if possible"  
[X Link](https://x.com/cigol_lab/status/1982755599604662416)  2025-10-27T10:25Z [----] followers, [----] engagements


"Operations Restored + Gemini Added Experiment #1 will last [--] weeks; Benchmarking the progress and evolution of [--] adaptive agents (GPT5/Gemini/Sonnet) in @Polymarket politics markets * "LOG" tab now shows real-time logs from agents via sidebar on web http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1982844604702703809)  2025-10-27T16:19Z [----] followers, [----] engagements


"Alpha Overview cigoL agents benchmark day #1 of trading @Polymarket prediction markets with real money is ongoing preview our first Alpha Overview. Do you agree with the agents Dashboard: Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983031465869738071)  2025-10-28T04:41Z [----] followers, [----] engagements


"cigoL Community is live We are building adaptive agents that trade on @Polymarket all tracked via Join our community to get updates give feedback and discussing automated agents on Polymarket https://x.com/i/communities/1983044968609435720 http://cigol.ai https://x.com/i/communities/1983044968609435720 http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983048638105276800)  2025-10-28T05:50Z [----] followers, [----] engagements


"Welcome to the cigoL Official Community Mission: Build specialized autonomous agents that operate across @Polymarket prediction markets Expect: Announcements Agent Reports Updates Notes: Not financial advice Stay on topic. Low noise Open discussion is encouraged"  
[X Link](https://x.com/cigol_lab/status/1983051794000335045)  2025-10-28T06:02Z [----] followers, [----] engagements


"Track our agents trading live on @Polymarket Best performer is GPT-5 up $8 after recent picks Gemini bought NO to elon # of tweets market that's resolving in [--] hours with a 95/100 confidence Dashboard: Alpha: @PolymarketBuild http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983103314352091400)  2025-10-28T09:27Z [----] followers, [----] engagements


"Gemini takes the lead up $200- $227 with the Elon musk tweet @Polymarket prediction that was signaled with a 95% confidence rating Are agents actually able to discover edge over time or was this just luck Dashboard: Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983190320704827614)  2025-10-28T15:13Z [----] followers, [----] engagements


"Notice Database corruption detected after a server migration. Invalid duplicate records were created. We will reset all models and restart the experiment. This is the lowest-risk and fastest path. Confirmation will follow when live Dashboard: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983252919974871064)  2025-10-28T19:21Z [----] followers, [----] engagements


"Operations Restored Experiment #1 is back cigoL agents vs @Polymarket. We apologize for the rough start. On a positive note this should be the last reset Sevral major dashboard improvements also now live Dashboard: Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983390498300588374)  2025-10-29T04:28Z [----] followers, [----] engagements


"Daily @Polymarket alpha for today is out provided by cigoL agents from experiment #1 GPT-5 with high confidence thinking it can turn $27.93 to $119.87 Which agent do you think will perform best during this benchmark Alpha: http://cigol.ai/alpha http://cigol.ai/alpha"  
[X Link](https://x.com/cigol_lab/status/1983417396779200731)  2025-10-29T06:15Z [----] followers, [----] engagements


"cigoL Labs is building autonomous adaptive agents for @Polymarket prediction markets. Traditional bots have fixed rules cigoL agents conduct research review past history and evolve strategies in real-time based on outcomes Experiment #1 live dashboard: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1983753322541805643)  2025-10-30T04:30Z [----] followers, [----] engagements


"System Update Updated prompt pipeline. Agents now research more often increase check-in cadence and diversify across short medium and long horizons to strengthen the self-improving loop and improve observability throughout this experiment. TLDR: cigoL agents smarter now"  
[X Link](https://x.com/cigol_lab/status/1983756753696178542)  2025-10-30T04:44Z [----] followers, [----] engagements


"@0xUnihax0r @BNBCHAIN @farokh Phase one is about logic under real uncertainty. @Polymarket provides us that benchmark. Multi-chain comes next once agent reasoning and tool usage is consistently solid We can't wait to build the first agentic solutions for established Prediction Markets on @BNBCHAIN"  
[X Link](https://x.com/cigol_lab/status/1983880898949911028)  2025-10-30T12:57Z [----] followers, [--] engagements


"Status Stable 48-hour across GPT Sonnet and Gemini so far Next Add remaining +3 models 48H if system keeps stable then restarting with six agents and wider market coverage to collect more data providing a stronger foundation for launching user-configurable agents"  
[X Link](https://x.com/cigol_lab/status/1983881168018714888)  2025-10-30T12:58Z [----] followers, [---] engagements


"System Update Agents now have access to explore various @Polymarket categories while politics were fun allowing additional categories makes for more dynamic and interesting benchmark analytics to pull data from. Changelog: http://cigol.ai/system http://cigol.ai/system"  
[X Link](https://x.com/cigol_lab/status/1983979473579208922)  2025-10-30T19:29Z [----] followers, [----] engagements


"System Update Grok agent active - Qwen and DeepSeek scheduled within 12H Database reset following final model additions. Phase [--] begins afterwards with $250 - $1K per agent allowing additional data collection during our @Polymarket benchmark Live: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1984094369037647872)  2025-10-31T03:05Z [----] followers, [----] engagements


"Claude plotting it's first hedge strategy on @Polymarket Prediction markets for Elon # of tweets tomorrow. Live: Daily Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1984146902527484240)  2025-10-31T06:34Z [----] followers, [----] engagements


"@deepseek_ai @Alibaba_Qwen @grok @claudeai @Google @OpenAI All [--] models now trading live on @Polymarket [--] hour testing in effect ensuring stability for latest LLM additions and their ability to work effectively within the cigoL agentic pipeline. Live: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1984337971114569804)  2025-10-31T19:13Z [----] followers, [---] engagements


"Prediction market arbitrage is easy cigoL Claude agent caught a mispricing on @Polymarket and hedged it automatically for 30% gains No guessing. Proving that structured reasoning pipelines can act dynamically under uncertainty http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1984377021842301236)  2025-10-31T21:48Z [----] followers, [----] engagements


"@EasyEatsBodega Prediction markets need intelligent systems Thats our focus building adaptive agents that evolve with real-time data rather than reacting to historical trends. Watch them research markets analyze positions and make trades in real-time: http://cigol.ai/ http://cigol.ai/"  
[X Link](https://x.com/cigol_lab/status/1984382122212442569)  2025-10-31T22:09Z [----] followers, [---] engagements


"System Update Pre-launch benchmark underway [--] cigoL agents are now trading on @Polymarket $500 each with unrestricted access to all categories. This test ensures the systems reasoning monitoring and execution layers are production-ready for the next major step: user-deployable cigoL agents. Soon youll be able to: Configure your own cigoL agent Adjust research depth and check-in frequency Monitor reasoning and trades in real time Create your own strategies Operate fully autonomously no code required Prediction markets are volatile data-rich and still early. Adaptive agents that can run 24/7 is"  
[X Link](https://x.com/cigol_lab/status/1984685572774875553)  2025-11-01T18:14Z [----] followers, [----] engagements


"@polyfactual @polyswipe_app @tryokbet @PolyxBot"  
[X Link](https://x.com/anyuser/status/1984720957211083249)  2025-11-01T20:35Z [----] followers, [---] engagements


"@polyfactual @maxscore @sire_agent "Once you can price truth the real question becomes: what do you build on top of it" Markets evolve too fast for humans to keep up but personalized cigoL agents can research reason and trade continuously aligned with the users own logic. Live: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/anyuser/status/1985089983275827262)  2025-11-02T21:01Z [----] followers, [---] engagements


"System Update Phase [---] All six cigoL agents completed [--] hours of live trading on @Polymarket with zero failed decisions. Logs sorting and filters on the frontend are fully functional. The system is stable with major issues resolved like overspending or glitched logging. Phase 3: Scaling to $1k per model 1-month continuous benchmark (Nov 330) Data collection during this phase provides the foundation to prepare for next phase. Phase 4: Rollout of user-deployable cigoL agents. Select beta users will test the interface during Phase [--] to confirm readiness before public launch. Dashboard:"  
[X Link](https://x.com/cigol_lab/status/1985097643924902020)  2025-11-02T21:32Z [----] followers, [----] engagements


"We have applied Our goal is to advance research on how adaptive AI agents reason and act in live prediction markets. Six models are now running full-time on @Polymarket to collect real-world benchmark data. Each decision trade and outcome is logged: http://cigol.ai We're excited to officially launch the Polymarket Builders Program. To start we are giving back $1m+ to builders via grants + rewards to those who integrate Polymarket's new builder codes. Learn more & apply 👇 https://t.co/oujzXXXmYX http://cigol.ai We're excited to officially launch the Polymarket Builders Program. To start we"  
[X Link](https://x.com/cigol_lab/status/1985117910512132416)  2025-11-02T22:52Z [----] followers, [----] engagements


"@icobeast Were in that direction already. cigoL agents are running live benchmarks to measure how LLMs can identify and act on edge opportunitie at atm. Future versions will allow users to deploy their own specialized agents for exactly this kind of automation http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1985139448309318046)  2025-11-03T00:18Z [----] followers, [---] engagements


"Phase [---] Phase [--] Stability checks are finalized Added a new stats dashboard that exposes per model performance system health and trade logs Phase 3: Live soon with [--] cigoL agents at $1K per model on @Polymarket for a full Nov [---] run Stats: http://cigol.ai/stats http://cigol.ai/stats"  
[X Link](https://x.com/cigol_lab/status/1985366662284206414)  2025-11-03T15:21Z [----] followers, [---] engagements


"Phase 3: Live [--] cigoL agents $1K each are now trading across @Polymarket for a [--] day benchmark allowing ample data collection for Phase [--]. PnL trades execution history and logic traces all fully transparent. Dash: Stats: http://cigol.ai/stats http://cigol.ai http://cigol.ai/stats http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1985406046571987212)  2025-11-03T17:57Z [----] followers, [---] engagements


"@primo_data Hey primo we are running adaptive self evolving agents with tools that can research + trade on Polymarket current test starts with $1k per agents and [--] days. We had had first 24h stable yesterday Our codebase is ready for builder keys if you can help http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1985456639185478142)  2025-11-03T21:18Z [----] followers, [---] engagements


"Website Improvements Light mode live on along with a few UX and performance tweaks. Status Update Phase [--] benchmark is running smoothly: [--] cigoL agents $1K balance trading live on @Polymarket. First cycle stats -$76 pnl $920 volume [--] Trades http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1985483553111679321)  2025-11-03T23:05Z [----] followers, [----] engagements


"Thanks for flagging that. I missed it in the docs and kept getting email support from the docs built in AI support also. cigoL has now wired in the builder codes and all [--] agents now route through the builder pipeline so cigoL should show up on the leaderboard soon @cigol_lab You can create Builders keys from the UI permissionlessly https://t.co/wjcNHPinFC https://t.co/BvWZr1SbiI @cigol_lab You can create Builders keys from the UI permissionlessly https://t.co/wjcNHPinFC https://t.co/BvWZr1SbiI"  
[X Link](https://x.com/cigol_lab/status/1985500423214551230)  2025-11-04T00:12Z [----] followers, [---] engagements


"Well if cigoL agents mostly end up down -50%+ we can say we did it to farm the @Polymarket airdrop. 100k+ is top 1% which should be easily achievable in couple months Interesting to still see how positions flipped last second in arena benchmark maybe we get that here too Season [--] of Alpha Arena has officially ended. Qwen [--] MAX pulled ahead at the very end to secure the win so congrats to the @Alibaba_Qwen team Thanks to everyone who tuned in to our first experiment in understanding how LLMs handle the noisy adversarial non-stationary world of https://t.co/NMysYylped Season [--] of Alpha Arena"  
[X Link](https://x.com/cigol_lab/status/1985531523521527991)  2025-11-04T02:16Z [----] followers, [----] engagements


"System Review cigoL agents are now running clean for 12+ hours Early performance going rough for most models except Claude though Qwen currently showing the best airdrop farming efficiency on a vol to PnL basis. Pipeline tweaked so agents that need more reasoning or tool calls no longer miss check-in windows http://cigol.ai/stats http://cigol.ai/stats"  
[X Link](https://x.com/anyuser/status/1985694226265383391)  2025-11-04T13:02Z [----] followers, [---] engagements


"Free Money While most users/agents so far focus on a single bracket Qwen is treating the entire Elon tweet range as one trade. Buying all realistic outcomes for $0.895 receiving $1.00 when any of them hits. 11.7% locked in fully documented inside our cigoL dashboard"  
[X Link](https://x.com/cigol_lab/status/1985797870100812142)  2025-11-04T19:54Z [----] followers, [----] engagements


"First [--] hours of the Phase [--] benchmark are in. [--] cigoL agents on @Polymarket have pushed $4.7K of volume across [---] trades currently at -$608 net PnL. Claude is the only model positive so far others are paying tuition while we collect reasoning + execution data. Live:. Stats: http://cigol.ai/stats http://cigol.ai/ http://cigol.ai/stats http://cigol.ai/"  
[X Link](https://x.com/cigol_lab/status/1985940570628387287)  2025-11-05T05:21Z [----] followers, [----] engagements


"Prediction markets feel similar to early DeFi to us strong primitives but an underdeveloped UX and automation layer. We are trying to treat agents logging and benchmarking as shared infrastructure for the space not just features for cigoL Our goal is simple: make it normal for prediction markets to have transparent auditable agents participating alongside humans. In an ocean of larps sub 1m I see a good r/r on $cigol BSC Dev has been building and shipping new LLM agents every other day and they are now fully automated trading on @Polymarket Every bet is backed by a public thesis. Afaik the"  
[X Link](https://x.com/cigol_lab/status/1985948700246454547)  2025-11-05T05:54Z [----] followers, [----] engagements


"What AI on prediction markets actually looks like. In this Mamdani bracket Claude effectively played the role of an NYC election quant. Polling inputs ranked-choice mechanics and margin projections all pointed it toward the 5055% @Polymarket band which it bought when the market was still skeptical. Result: +147% return on $50 and a fully logged rationale not just a lucky screenshot. This is the model we are building toward: prediction markets as the execution layer cigoL agents as the transparent reasoning layer on top"  
[X Link](https://x.com/cigol_lab/status/1986066524088480199)  2025-11-05T13:42Z [----] followers, [----] engagements


"Quant meets edge. Grok [--] modeled Elons tweet rate and built a bracket hedge on @Polymarket: 140-159 YES plus adjacent bands. Sum of prices $0.872 $1.00 covering the realistic range for a locked spread. Result: +58% on this leg P&L $11.60. All decisions logged rationale intact. http://cigol.ai/alpha http://cigol.ai/alpha"  
[X Link](https://x.com/cigol_lab/status/1986178740213203198)  2025-11-05T21:08Z [----] followers, [---] engagements


"Arb you can see. Grok [--] bought across brackets where sums $1.00: shutdown end dates priced at $0.9525 and Musk tweet ranges at $0.872. One hit pays $1.00math over vibes. Result: +$22.74 +50.4% so far. All brackets counts and rationale logged on @Polymarket. http://cigol.ai/alpha http://cigol.ai/alpha"  
[X Link](https://x.com/cigol_lab/status/1986342803169816969)  2025-11-06T08:00Z [----] followers, [---] engagements


"Quant says the quiet part out loud: Musk tweet brackets are mispriced. Qwen3-Max built a basket: realistic 140-239 bands summed to $0.735 for a $1 payout36% arb implied. Anchored by last weeks 200-219 pace cross-checked via trackers/news. Result: +32.1% ROI +$4.18. All logged. http://cigol.ai/stats http://cigol.ai/stats"  
[X Link](https://x.com/cigol_lab/status/1986524052358414779)  2025-11-06T20:00Z [----] followers, [---] engagements


"Benchmark Status Now [--] days on @Polymarket: [--] cigoL agents [---] trades $6.2K volume portfolio at -$629 Claude still leading Gemini is green and the remaining agents are farming volume and data to lay the foundation for specialized agent profiles http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/anyuser/status/1986533863372562631)  2025-11-06T20:39Z [----] followers, [---] engagements


"This is what adaptive agents on prediction markets should work like. cigoL claude treated the Elon tweet market as a data problem not a hunch. Live counts + historical rate [---] tweets so it hit the [------] @Polymarket band at $0.21. Now it is marked around $0.45 over 100% gains in under [--] hours. This is the future: agents scanning projecting and acting faster than humans ever can. Dashboard: Stats: http://cigol.ai/stats http://cigol.ai http://cigol.ai/stats http://cigol.ai"  
[X Link](https://x.com/anyuser/status/1986590141981315500)  2025-11-07T00:22Z [----] followers, [----] engagements


"Quant edge beats vibes. Claude paired Nov [----] with Nov 16+ on @Polymarket for an arbitrage: combined cost $0.73 to pay $1.00. Senate talks slow week of Nov [--] most likely Nov [---] effectively off. Either bracket pays. Result: +9% so far P&L $4.50. All steps logged. http://cigol.ai/stats http://cigol.ai/stats"  
[X Link](https://x.com/cigol_lab/status/1986705127260967026)  2025-11-07T07:59Z [----] followers, [----] engagements


"Benchmark Day [--] Agents are diversifying port across more @Polymarket categories and leaning heavily into the Elon tweet markets one of the better-performing clusters so far. New: agent cards on include links to the corresponding Polymarket profiles http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1986806169973702902)  2025-11-07T14:41Z [----] followers, [----] engagements


"Musk tweet brackets were mispriced. Sum of all realistic ranges (140239) cost $0.735 but pays $1.00 no matter what. We bought [------] at $0.17 as part of the basket; edge is structural not vibes. P&L +$8.25 ROI +50%. Position live on @Polymarket. http://cigol.ai/stats http://cigol.ai/stats"  
[X Link](https://x.com/cigol_lab/status/1986826049930277323)  2025-11-07T16:00Z [----] followers, [---] engagements


"Shutdown odds were upside down: market priced a preNov [--] deal 70% while leadership floated multi-week CRs and no vote window. Gemini [---] Pro took YES at [-----] on Nov 16+. Now [-----]. ROI +67% P&L +$43.59. Rationale time-stamped on @Polymarket. http://cigol.ai/stats http://cigol.ai/stats"  
[X Link](https://x.com/cigol_lab/status/1986886366735548507)  2025-11-07T19:59Z [----] followers, [----] engagements


"UI Refresh The new layout illustrated here with Groks Raptors vs Hawks market pulls thesis check in notes and PnL into a single card. Mobile UX and site responsiveness have been upgraded and check-in cadence tuning for agents. This is preparation for the first set of specialized user-configured agents entering beta next week trading live on @Polymarket http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1987000705387823224)  2025-11-08T03:34Z [----] followers, [----] engagements


"Experiment #1 Reset We are restarting Experiment #1. Instead of forcing a full month on the current stack we are moving to a weekly benchmark cadence until the system reaches the reliability standard we want In the process of auditing the first run we found and fixed an issue in the redemption logic that was effectively burning capital on some positions rather than redeeming it. This made the portfolio look around $250 worse than it actually was. With the fix deployed we are wiping the old benchmark data and relaunching on a fresh database with updated guardrails to prevent similar errors."  
[X Link](https://x.com/anyuser/status/1987435801706222050)  2025-11-09T08:23Z [----] followers, [----] engagements


"Two models same read: rare Sunday Senate session + using the House CR as the vehicle compresses the timeline. If cloture moves Nov [---] becomes the fast lane. We bought YES at 0.230.26 on @Polymarket. Market now waking up at [-----]. Logged reasoning time-stamped. http://cigol.ai https://twitter.com/i/web/status/1987702266321629588 http://cigol.ai https://twitter.com/i/web/status/1987702266321629588"  
[X Link](https://x.com/cigol_lab/status/1987702266321629588)  2025-11-10T02:02Z [----] followers, [----] engagements


"Migration We are migrating the $CIGOL token from BSC to Base. Current infra and contract constraints on BSC make it difficult to sustain the project long term and fund ongoing agent R&D so the token will relaunch on Base with a cleaner setup and a 2/2 tax to support experiments and infrastructure. A snapshot of holders has already been taken. Migration window: The migration window is now open for [--] hours and will close at 23:00 UTC on 11/13. How to migrate: Send your entire $CIGOL balance to the migration wallet: 0xF9143aBe4Dc1D901BdF1aC9a1184245aC283e183 After the window closes this wallet"  
[X Link](https://x.com/cigol_lab/status/1988448658598088754)  2025-11-12T03:27Z [----] followers, [----] engagements


"@0xunknown9000 There is an official TG in the message posted twitter community is not needed as it was just a source of spam with no real benefit at this point"  
[X Link](https://x.com/cigol_lab/status/1988613430211727541)  2025-11-12T14:22Z [----] followers, [---] engagements


"Agents Progress New improved agent general profiles showing good results. Risk per volume is 34x better than last week. DeepSeek reaching near 20% gains 48h after the update. All agent decisions now stream to Telegram for easy monitoring: Dashboard: http://cigol.ai/stats http://t.me/cigolportal http://cigol.ai/stats http://t.me/cigolportal"  
[X Link](https://x.com/cigol_lab/status/1988974512021377349)  2025-11-13T14:17Z [----] followers, [---] engagements


"Migration Update Remaining BSC liquidity has been reserved. All wallets that sent in tokens are now marked for the 1:1 airdrop on Base. Base re-launch pending confirmation; we will publish the exact time and further clarification soon TG: https://t.me/cigolportal Migration We are migrating the $CIGOL token from BSC to Base. Current infra and contract constraints on BSC make it difficult to sustain the project long term and fund ongoing agent R&D so the token will relaunch on Base with a cleaner setup and a 2/2 tax to support https://t.co/yZDl9Uu0HE https://t.me/cigolportal Migration We are"  
[X Link](https://x.com/cigol_lab/status/1989214387018576060)  2025-11-14T06:10Z [----] followers, [----] engagements


"Incident Update Going into Benchmark #3 around [--] days earlier then planned featuring several updates to agents and fixed some core issues that ruined current benchmark analytics. We encountered a critical issue where GPT-5 re-entered the same position [--] times during an API disconnection. Fixes deployed and monitoring tightened to avoid this in future. System Progress Week [--] agents with improved profiles significantly outperformed week #1 stats. Reaching over 10x+ better volume to pnl ratio vs last week and that's including the gpt-5 error that set us back $500+ Geminis last trade just printed"  
[X Link](https://x.com/cigol_lab/status/1989384062503366898)  2025-11-14T17:24Z [----] followers, [---] engagements


"Historical Stats Footer toggle added. Switch between Live and archived benchmarks. All future benchmarks will retain full agent history and performance charts for clean analytics. This establishes framework for parallel benchmarks: general vs specialized profiles single-model mass experiments stability tracking and more going forward. http://cigol.ai/stats http://cigol.ai http://cigol.ai/stats http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1989484036830498960)  2025-11-15T00:02Z [----] followers, [---] engagements


"Relaunch Status We are in active discussions with @virtuals_io to host the @base rollout. We will confirm direction on a definitive yes or no and sequence timing to a healthier market window for a strong launch. Holders Snapshot is complete. All wallets that sent to the migration address are recorded. No further action is required. Agent Update Benchmark [--] has cleared Day [--]. Safeguards have held and worked flawlessly through the last [--] hours. Next steps are testing specialized profiles and staging the rollout of general user agents. Telegram Telegram rework in final stages with filtered"  
[X Link](https://x.com/cigol_lab/status/1990599010822873169)  2025-11-18T01:52Z [----] followers, [---] engagements


"Benchmark #4 Update We just added a new Skeptic profile (Only allowed to trade NO markets) cigoL Labs is now running [--] profiles: Generalist Sharp and Skeptic. [--] cigoL agents total all trading in parallel on @Polymarket"  
[X Link](https://x.com/cigol_lab/status/1993863007638835358)  2025-11-27T02:02Z [----] followers, [----] engagements


"72h Benchmark #4 Progress Report We now have [--] profiles trading on @Polymarket: Generalist Sharp Skeptic. [--] cigoL agents total [--] LLM providers all trading the same capital in parallel This run is testing a simple idea: specialized profiles vs one-size-fits-all generalists"  
[X Link](https://x.com/cigol_lab/status/1994926323643699398)  2025-11-30T00:27Z [----] followers, [----] engagements


"Can automated agents make money on @Polymarket Benchmark #5 now live with [--] cigoL agents across [--] profiles trading real money 24/7. Currently the leaders are cigoL Skeptic and cigoL Trend as we pace towards [--] hours running. Live: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1996702823887917187)  2025-12-04T22:07Z [----] followers, [----] engagements


"We appreciate the support from @Polymarket and @PolymarketBuild. cigoL was awarded our 1st Polymarket Builders Program grant Weve spent the last month running experimental benchmarks and refining strategies across agent profiles in public. Details below clarifying what's next"  
[X Link](https://x.com/cigol_lab/status/2002087536706154827)  2025-12-19T18:44Z [----] followers, [----] engagements


"Were transitioning from public benchmark into Telegram-native prediction-market infrastructure. Were building a Telegram terminal for prediction markets with the cigoL framework powering the agentic layer. The benchmark stays as public proof and R&D but soon users can configure their own strategies across multiple agents and markets https://twitter.com/i/web/status/2002088187775103037 https://twitter.com/i/web/status/2002088187775103037"  
[X Link](https://x.com/cigol_lab/status/2002088187775103037)  2025-12-19T18:46Z [----] followers, [---] engagements


"@Polymarket @PolymarketBuild Were scaling beta via lottery based queue. Everyone gets +1 roll/day and bonus rolls come from referrals and partner link drops This lets us onboard the most engaged users first collect real feedback and improve stability before opening to public Join: https://t.me/cigoLdeployerbotstart=promo_launch https://t.me/cigoLdeployerbotstart=promo_launch"  
[X Link](https://x.com/cigol_lab/status/2002107653208879403)  2025-12-19T20:03Z [----] followers, [---] engagements


"@KhanOffchain @Polymarket @PolymarketBuild"  
[X Link](https://x.com/cigol_lab/status/2002157995958948053)  2025-12-19T23:23Z [----] followers, [--] engagements


"This benchmark we are running [--] sets of Sharps vs Trend agents. Were measuring repeatability within a profile and divergence between profiles then comparing back to the Skeptic baseline"  
[X Link](https://x.com/cigol_lab/status/2003245974194630960)  2025-12-22T23:27Z [----] followers, [---] engagements


"Meanwhile were finalizing docs for the Telegram terminal. Our @Polymarket trading terminal to deploy cigoL agents configure profiles and monitor positions end-to-end is coming. The benchmark stays public but the next phase is scaling user automation on prediction markets"  
[X Link](https://x.com/cigol_lab/status/2003247061073035314)  2025-12-22T23:31Z [----] followers, [---] engagements


"Qwen Sharp2 is on pace for 100% gains in [--] days. Same model same config. That variance is normal in prediction markets that's why multiple agents are essential. Across [--] Sharp agents benchmark is up 15% utilizing the cigoL framework taking advantage of mispriced markets"  
[X Link](https://x.com/cigol_lab/status/2005583405292138602)  2025-12-29T10:15Z [----] followers, [---] engagements


"cigoL Telegram terminal is now open (invite-only) and referrals are live. Deploy a prediction-market agent in Telegram tune constraints and share your winning configs as a template for others Early users earn rev-share as their network grows. How it works 👇"  
[X Link](https://x.com/anyuser/status/2009977125164753034)  2026-01-10T13:14Z [----] followers, [----] engagements


"Telegram beta is live: deploy up to [--] autonomous agents and let them run end-to-end. Create strategies and run your own tests or use the default cigoL configs [--] tickets FCFS: Terminal Docs: V2 Changelog: http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta"  
[X Link](https://x.com/anyuser/status/2009981159753871816)  2026-01-10T13:30Z [----] followers, [----] engagements


"We locked + vested the supply via @streamflow_fi 200M $CIGOL locked 200M $CIGOL vested Proof: Docs: http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS"  
[X Link](https://x.com/anyuser/status/2021436856395759645)  2026-02-11T04:11Z [----] followers, [----] engagements


"Invite-only beta is over 150+ users onboarded. 50+ cigoL agents are trading on Polymarket right now. They run the loop: research analyze execute - manage. No sleep. No emotion. Deploy yours: http://t.me/cigoLdeployerbot http://t.me/cigoLdeployerbot"  
[X Link](https://x.com/cigol_lab/status/2021714667643842975)  2026-02-11T22:35Z [----] followers, [--] engagements


"Status Report Latest user agent stats directly from the system. 250+ users. 75+ agents active on @Polymarket No estimates. Real volume. Real P&L. Real data. @cigoLdeployerbot http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/2022463788012965945)  2026-02-14T00:11Z [----] followers, [--] engagements


"Prediction markets are still early infrastructure. The core primitives are there but most of the stack around them is missing: better tools better agents better ways to route information and risk into markets in a structured way. The opportunity is not only higher returns. It is building systems where information incentives and automation align so markets become a live coordination layer not just a place to place isolated bets. AI agents are a natural fit here. They can monitor more sources than any single person operate continuously and document their reasoning in a way that can be audited."  
[X Link](https://x.com/cigol_lab/status/1985741777672847589)  2025-11-04T16:11Z [----] followers, [----] engagements


"We entered the @Pumpfun Build in Public Global Hackathon. cigoL allows users to deploys adaptive agents into Polymarket via TG: Set strategy - agent researches markets - finds mispriced odds - executes and manage trades Live: http://cigol.ai https://t.me/cigoLdeployerbot http://cigol.ai https://t.me/cigoLdeployerbot"  
[X Link](https://x.com/anyuser/status/2021611704434536776)  2026-02-11T15:46Z [----] followers, [----] engagements


"Invite-only beta is over 150+ users onboarded. 50+ cigoL agents are trading on Polymarket right now They run the loop: research analyze execute - manage No sleep. No emotion. Deploy yours: http://t.me/cigoLdeployerbot http://t.me/cigoLdeployerbot"  
[X Link](https://x.com/anyuser/status/2021717165695500661)  2026-02-11T22:45Z [----] followers, [----] engagements


"@Pumpfun GM. let's build in public 🤝"  
[X Link](https://x.com/cigol_lab/status/2022417593064370273)  2026-02-13T21:08Z [----] followers, [---] engagements


"System Update First 24h into Benchmark [--] running clean. Six agents routed $3.9K in volume with a system drawdown of $169. We identified and fixed phantom position artifacts and intermittent API disconnects that distorted the pipeline. Safeguards are confirmed working. Loops are holding well so far with couple minor issues that have been patched instantly as we are monitoring live. Alerts Telegram alerting is live and expanding. Decision alerts are streaming in real time. We are also adding channels that track per-position price moves and segmented feeds by market type. User Agents"  
[X Link](https://x.com/cigol_lab/status/1990024268583772427)  2025-11-16T11:48Z [----] followers, [---] engagements


"cigoL Sharp agents had a day today Finishing returns of 14-20% on @Polymarket between [--] providers now DeepSeek / Qwen /GPT-5 finishing on top. We also now have systemwide TP + trailing SL turned on across improving profit capture Watch everything at: http://cigol.ai http://cigol.ai"  
[X Link](https://x.com/cigol_lab/status/1997148222574436528)  2025-12-06T03:36Z [----] followers, [----] engagements


"Benchmark #7 is live. Were coming off the Skeptic-only run: $13k volume top agents ended +25% on the week and worst drawdown was 15%. Good indicator the system is truly adaptive not just copy trading since all agents ran the same profile constraints and settings"  
[X Link](https://x.com/cigol_lab/status/2003245567556878537)  2025-12-22T23:25Z [----] followers, [----] engagements


"Qwen going from worst to first. We revamped the Sports agent defaults. If using the default Sports profiles refresh to default in the agent dashboard. The new curated market list is significantly more efficient based on our data. http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"  
[X Link](https://x.com/anyuser/status/2013437009734377657)  2026-01-20T02:22Z [----] followers, [----] engagements


"Comparisons for clarity: Vaults: custody + black-box strategy Signals: manual execution + human latency Bots: static rules + no adaptation cigoL: deploy autonomous agents tune constraints run end-to-end with transparent logs. [--] FCFS 🎟: http://t.me/cigoLdeployerbotstart=drop_twitterbeta http://t.me/cigoLdeployerbotstart=drop_twitterbeta"  
[X Link](https://x.com/anyuser/status/2019845787526787351)  2026-02-06T18:48Z [----] followers, [----] engagements


"$CIGOL was just listed on the directory @rdbotato is doing the hackathon community a public service with this directory allowing users to view all the upcoming participants. http://pump.fun http://proofofpotato.com/hackathon @zauthx402 @JuiceLaunch @opalbotgg @BloxApi @SnowballPumpfun @KolboAI @OpusClaude @mergedotfi @clarity_proto @Vanta_Pod @PyraChain OpenClaw just finished reviewing submissions. [--] new projects approved and now live on the directory: @svmacc @wickdottrade @stick_dao @PimpFunApp @BlindfoldFDN @AlphaBlockAI @cigol_lab @usduc_official @theagency_game @GrammaCrackers"  
[X Link](https://x.com/anyuser/status/2021966717035958601)  2026-02-12T15:16Z [----] followers, [----] engagements


"Hackathon Intro @Pumpfun hackathon intro video is up. Founder (@Back2Matching) intro + cigoL thesis + current progress + whats next"  
[X Link](https://x.com/anyuser/status/2022065299894546885)  2026-02-12T21:48Z [----] followers, [----] engagements


"@DidiTrading This is what our agent builder was made for"  
[X Link](https://x.com/cigol_lab/status/2010481967679324174)  2026-01-11T22:40Z [----] followers, [---] engagements


"your cigoL agent sent you a valentine confidence: 97.3% thesis: you deserve someone who trades for you 24/7 position: $CIGOL ps: public telegram chat is now open join below Benchmark: Public chat: http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"  
[X Link](https://x.com/anyuser/status/2022798568348594466)  2026-02-14T22:22Z [----] followers, [---] engagements


"cigoL: agentic infrastructure for prediction markets. Deploy agents that do multi-turn web research analyze odds execute trades and learn from outcomes. Not a vault. Not signals. Not a static bot. Its adaptive tooling you configure and improve. http://t.me/cigoLdeployerbotstart=hackathon http://t.me/cigoLdeployerbotstart=hackathon"  
[X Link](https://x.com/anyuser/status/2021425025400922285)  2026-02-11T03:24Z [----] followers, 15.1K engagements


"Status Report Latest user agent stats directly from the system. 250+ users. 75+ agents active on @Polymarket No estimates. Real volume. Real P&L. Real data. Deploy your agent now: Benchmark: http://cigol.ai http://t.me/cigoLdeployerbot http://cigol.ai http://t.me/cigoLdeployerbot"  
[X Link](https://x.com/anyuser/status/2022465132031598680)  2026-02-14T00:17Z [----] followers, [----] engagements


"Docs Overhaul - Update #1 Full Docs Overhaul cigoL docs overhaul is live. Strategy guides. Recommended setups by agent count. Profile volatility ratings added. Position sizing explained. Everything at cigol.ai/system/docs http://x.com/i/article/2023190016877338625 http://x.com/i/article/2023190016877338625"  
[X Link](https://x.com/anyuser/status/2023194978571210859)  2026-02-16T00:37Z [----] followers, [----] engagements


"Announcement Going live with @MCGlive tomorrow (Tue 17) 1:152:00pm EST Well break down our 3-month benchmark: autonomous agents real capital prediction markets. Data edge cases and the key takeaways that shaped the current cigoL builder. This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 - $FAIR w/@fairscalexyz @rishee_a (@stardotfun) Tue Feb [--] 12:30 - $FOMOLT w/@fomoltapp @fidoeth 1:15 - $CIGOL w/@cigol_lab @Back2Matching Wed Feb [--] 12:30 - $BLOWFISH w/@Blowfishbot @Austin_hurwitz https://t.co/VGnl4vSocO This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 -"  
[X Link](https://x.com/anyuser/status/2023427795683270668)  2026-02-16T16:02Z [----] followers, [----] engagements


"cigoL: agentic infrastructure for prediction markets. Deploy agents that do multi-turn web research analyze odds execute trades and learn from outcomes. Not a vault. Not signals. Not a static bot. Its adaptive tooling you configure and improve. http://t.me/cigoLdeployerbotstart=hackathon http://t.me/cigoLdeployerbotstart=hackathon"  
[X Link](https://x.com/anyuser/status/2021425025400922285)  2026-02-11T03:24Z [----] followers, 15.1K engagements


"LIVE SOON Catch us at 1:15pm EST with @MCGlive Well break down our 3-month benchmark: autonomous agents real capital prediction markets. Data edge cases and the key takeaways that shaped the current cigoL builder. http://x.com/i/broadcasts/1ynJOMMDnXVKRs=20 http://x.com/i/broadcasts/1ynJOMMDnXVKRs=20"  
[X Link](https://x.com/anyuser/status/2023807538265772203)  2026-02-17T17:11Z [----] followers, [---] engagements


"Building in Public Optimizations shipped yesterday. Will be speaking in [--] hours @MCGlive covering what we're building and what's next (agents prediction markets benchmark studies) Build stream later tonight boring builder update: - added W/L tracking to the main agent dashboard - sped up telegram menu response times - fixed several deposit edge cases - rpc and memory optimizations - full strategy guide rework - starting /flex competition + user agent leaderboards https://t.co/DPgNP3ChjP boring builder update: - added W/L tracking to the main agent dashboard - sped up telegram menu response"  
[X Link](https://x.com/anyuser/status/2023739865100169474)  2026-02-17T12:42Z [----] followers, [---] engagements


"boring builder update: - added W/L tracking to the main agent dashboard - sped up telegram menu response times - fixed several deposit edge cases - rpc and memory optimizations - full strategy guide rework - starting /flex competition + user agent leaderboards"  
[X Link](https://x.com/anyuser/status/2023710517244915744)  2026-02-17T10:46Z [----] followers, [---] engagements


"Ai taking over the hackathon congrats to @opalbotgg doing something unique with agents. The second winner of the $3000000 Build in Public Hackathon is here Were proud to announce the second project to receive Pump Funds $250000 investment is @opalbotgg Learn more about Opal and your chance to win 👇 https://t.co/PnBByrAy76 The second winner of the $3000000 Build in Public Hackathon is here Were proud to announce the second project to receive Pump Funds $250000 investment is @opalbotgg Learn more about Opal and your chance to win 👇 https://t.co/PnBByrAy76"  
[X Link](https://x.com/anyuser/status/2023702414977589373)  2026-02-17T10:13Z [----] followers, [---] engagements


"The second winner of the $3000000 Build in Public Hackathon is here Were proud to announce the second project to receive Pump Funds $250000 investment is @opalbotgg Learn more about Opal and your chance to win 👇"  
[X Link](https://x.com/anyuser/status/2023549956234396107)  2026-02-17T00:07Z 18.6K followers, 161.6K engagements


"Announcement Going live with @MCGlive tomorrow (Tue 17) 1:152:00pm EST Well break down our 3-month benchmark: autonomous agents real capital prediction markets. Data edge cases and the key takeaways that shaped the current cigoL builder. This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 - $FAIR w/@fairscalexyz @rishee_a (@stardotfun) Tue Feb [--] 12:30 - $FOMOLT w/@fomoltapp @fidoeth 1:15 - $CIGOL w/@cigol_lab @Back2Matching Wed Feb [--] 12:30 - $BLOWFISH w/@Blowfishbot @Austin_hurwitz https://t.co/VGnl4vSocO This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 -"  
[X Link](https://x.com/anyuser/status/2023427795683270668)  2026-02-16T16:02Z [----] followers, [----] engagements


"This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 - $FAIR w/@fairscalexyz @rishee_a (@stardotfun) Tue Feb [--] 12:30 - $FOMOLT w/@fomoltapp @fidoeth 1:15 - $CIGOL w/@cigol_lab @Back2Matching Wed Feb [--] 12:30 - $BLOWFISH w/@Blowfishbot @Austin_hurwitz (@MeteoraEco) 1:15 - OPEN SLOT - Tag projects in replies Thu Feb [--] 12:30 - $WORK w/@carlosmarcialt 1:15 - OPEN SLOT - Tag projects in replies Fri Feb [--] 12:00 - Trader Radio X @leftcurvedao w/@jonesrida https://twitter.com/i/web/status/2023114073919889690 https://twitter.com/i/web/status/2023114073919889690"  
[X Link](https://x.com/anyuser/status/2023114073919889690)  2026-02-15T19:15Z [----] followers, [----] engagements


"Docs Overhaul - Update #1 Full Docs Overhaul cigoL docs overhaul is live. Strategy guides. Recommended setups by agent count. Profile volatility ratings added. Position sizing explained. Everything at cigol.ai/system/docs http://x.com/i/article/2023190016877338625 http://x.com/i/article/2023190016877338625"  
[X Link](https://x.com/anyuser/status/2023194978571210859)  2026-02-16T00:37Z [----] followers, [----] engagements


"your cigoL agent sent you a valentine confidence: 97.3% thesis: you deserve someone who trades for you 24/7 position: $CIGOL ps: public telegram chat is now open join below Benchmark: Public chat: http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"  
[X Link](https://x.com/anyuser/status/2022798568348594466)  2026-02-14T22:22Z [----] followers, [---] engagements


"Status Report Latest user agent stats directly from the system. 250+ users. 75+ agents active on @Polymarket No estimates. Real volume. Real P&L. Real data. Deploy your agent now: Benchmark: http://cigol.ai http://t.me/cigoLdeployerbot http://cigol.ai http://t.me/cigoLdeployerbot"  
[X Link](https://x.com/anyuser/status/2022465132031598680)  2026-02-14T00:17Z [----] followers, [----] engagements


"$cigoL is now listed on @coingecko Invite-only beta is over. Create your cigoL agent and let it trade @Polymarket end-to-end. *Coingecko: Live benchmark: Deploy agent: http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol"  
[X Link](https://x.com/anyuser/status/2022266958306070831)  2026-02-13T11:09Z [----] followers, [----] engagements


"Hackathon Intro @Pumpfun hackathon intro video is up. Founder (@Back2Matching) intro + cigoL thesis + current progress + whats next"  
[X Link](https://x.com/anyuser/status/2022065299894546885)  2026-02-12T21:48Z [----] followers, [----] engagements


"$CIGOL was just listed on the directory @rdbotato is doing the hackathon community a public service with this directory allowing users to view all the upcoming participants. http://pump.fun http://proofofpotato.com/hackathon @zauthx402 @JuiceLaunch @opalbotgg @BloxApi @SnowballPumpfun @KolboAI @OpusClaude @mergedotfi @clarity_proto @Vanta_Pod @PyraChain OpenClaw just finished reviewing submissions. [--] new projects approved and now live on the directory: @svmacc @wickdottrade @stick_dao @PimpFunApp @BlindfoldFDN @AlphaBlockAI @cigol_lab @usduc_official @theagency_game @GrammaCrackers"  
[X Link](https://x.com/anyuser/status/2021966717035958601)  2026-02-12T15:16Z [----] followers, [----] engagements


"OpenClaw just finished reviewing submissions. [--] new projects approved and now live on the directory: @svmacc @wickdottrade @stick_dao @PimpFunApp @BlindfoldFDN @AlphaBlockAI @cigol_lab @usduc_official @theagency_game @GrammaCrackers @3eyes_iii @MoonOrDustMedia @dcatodca @collectdotrip @sleepycompile @UntilTheMeme @prediction_xbt @SorcererTrading @trencher_sol @UtopianContrib @MoneroChanSOL @Simulation_Wiki @letssenditfun @faberiuswow @stable_tweets @sachi_coin @Galerilhan @JigglypuffKing_ @Axis_pizza @peaktalk @splatworldvr Still processing more. If you submitted and don't see your name yet."  
[X Link](https://x.com/anyuser/status/2021773807556419960)  2026-02-12T02:30Z [----] followers, 12.6K engagements


"Invite-only beta is over 150+ users onboarded. 50+ cigoL agents are trading on Polymarket right now They run the loop: research analyze execute - manage No sleep. No emotion. Deploy yours: http://t.me/cigoLdeployerbot http://t.me/cigoLdeployerbot"  
[X Link](https://x.com/anyuser/status/2021717165695500661)  2026-02-11T22:45Z [----] followers, [----] engagements


"We entered the @Pumpfun Build in Public Global Hackathon. cigoL allows users to deploys adaptive agents into Polymarket via TG: Set strategy - agent researches markets - finds mispriced odds - executes and manage trades Live: http://cigol.ai https://t.me/cigoLdeployerbot http://cigol.ai https://t.me/cigoLdeployerbot"  
[X Link](https://x.com/anyuser/status/2021611704434536776)  2026-02-11T15:46Z [----] followers, [----] engagements


"We locked + vested the supply via @streamflow_fi 200M $CIGOL locked 200M $CIGOL vested Proof: Docs: http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS"  
[X Link](https://x.com/anyuser/status/2021436856395759645)  2026-02-11T04:11Z [----] followers, [----] engagements


"Comparisons for clarity: Vaults: custody + black-box strategy Signals: manual execution + human latency Bots: static rules + no adaptation cigoL: deploy autonomous agents tune constraints run end-to-end with transparent logs. [--] FCFS 🎟: http://t.me/cigoLdeployerbotstart=drop_twitterbeta http://t.me/cigoLdeployerbotstart=drop_twitterbeta"  
[X Link](https://x.com/anyuser/status/2019845787526787351)  2026-02-06T18:48Z [----] followers, [----] engagements


"Qwen going from worst to first. We revamped the Sports agent defaults. If using the default Sports profiles refresh to default in the agent dashboard. The new curated market list is significantly more efficient based on our data. http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"  
[X Link](https://x.com/anyuser/status/2013437009734377657)  2026-01-20T02:22Z [----] followers, [----] engagements


"cigoL Telegram terminal is now open (invite-only) and referrals are live. Deploy a prediction-market agent in Telegram tune constraints and share your winning configs as a template for others Early users earn rev-share as their network grows. How it works 👇"  
[X Link](https://x.com/anyuser/status/2009977125164753034)  2026-01-10T13:14Z [----] followers, [----] engagements


"Telegram beta is live: deploy up to [--] autonomous agents and let them run end-to-end. Create strategies and run your own tests or use the default cigoL configs [--] tickets FCFS: Terminal Docs: V2 Changelog: http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta"  
[X Link](https://x.com/anyuser/status/2009981159753871816)  2026-01-10T13:30Z [----] followers, [----] engagements

Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing

@cigol_lab Avatar @cigol_lab cigoL Labs

cigoL Labs posts on X about polymarket, prediction markets, agent, agents the most. They currently have [-----] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.

Engagements: [-------] #

Engagements Line Chart

Mentions: [--] #

Mentions Line Chart

Followers: [-----] #

Followers Line Chart

CreatorRank: [---------] #

CreatorRank Line Chart

Social Influence

Social category influence social networks technology brands finance cryptocurrencies celebrities stocks

Social topic influence polymarket #2308, prediction markets #1383, agent #1771, agents, $cigol #3, telegram, we are, build, status, $1k

Top assets mentioned Pump.fun (PUMP) fomolt (FOMOLT) Flex Ltd. Ordinary Shares (FLEX) Cloudflare, Inc. (NET) Alphabet Inc Class A (GOOGL) The Official [--] coin (76)

Top Social Posts

Top posts by engagements in the last [--] hours

"Experiment #1 is underway featuring various adaptive agents on @Polymarket trading with real money cigoL agents don't just trade on instinct. They research markets and document their process. Read more about our pipeline: http://cigol.ai/system http://cigol.ai/system"
X Link 2025-10-27T01:41Z [---] followers, [----] engagements

"@primo_data Thanks we actually setup our codebase for this already just waiting to get builder keys any idea how long until we should get an email back if we sent a request in"
X Link 2025-11-03T23:07Z [---] followers, [--] engagements

"Benchmark [--] is live. Agent overhaul is shipped we now have [--] cigoL agents trading live on @Polymarket This is our first multi-profile experiment: Generalists vs Sharps side by side on Generalists cover non-sports; Sharps are sports-only specialists http://cigol.ai http://cigol.ai"
X Link 2025-11-25T03:49Z [---] followers, [---] engagements

"@Polymarket @PolymarketBuild @PolymarketSport Sharps are our sports specialist profile and the template for what comes next. This foundation lets us spin up mention-market crypto and politics agents each with their own custom tooling and tuning as we create more profiles for various markets"
X Link 2025-11-25T03:51Z [---] followers, [--] engagements

"@Polymarket @PolymarketBuild @PolymarketSport Notes from last run: feeding agents full raw data did not improve outcomes and sometimes pushed them into bad positions. For Benchmark [--] we reverted back to summary-first inputs with stricter evidence gates and ranked sources"
X Link 2025-11-25T03:51Z [---] followers, [---] engagements

"@Polymarket @PolymarketBuild @PolymarketSport Telegram now has topic channels so you can follow Sports Arbitrage Politics and more in real time. Website updates include footer and charts with selectors to flip between profile sets and archived benchmarks. Charts tables and logs filter to selection for easy viewing"
X Link 2025-11-25T03:56Z [---] followers, [---] engagements

"Nothing ever happens in November. Still cigoL GPT was buying $0.28 NO on "Elon posts [------] tweets" on @Polymarket and cashing out at $1.00 by morning. $30 $107 overnight every step logged with thesis + check-ins. Live: TG: http://t.me/cigolportal http://cigol.ai JUST IN: The odds of nothing happening this month continue to soar. https://t.co/EjiqYeQdFB http://t.me/cigolportal http://cigol.ai JUST IN: The odds of nothing happening this month continue to soar. https://t.co/EjiqYeQdFB"
X Link 2025-11-25T15:40Z [---] followers, [---] engagements

"@Polymarket Profile Overview Generalists: Trade everything except sports across politics macro crypto and current events. Sharps: Sports-only specialists. Skeptics: are NO-only agents that lean into 70%+ NO resolution rate and bracket markets"
X Link 2025-11-27T02:05Z [---] followers, [---] engagements

"@Polymarket New on Combined All profiles view so you can see decisions and PnL from every agent on a single chart + table. The navbar and footer now let you filter to a specific profile set if you only want to see Generalists Sharps or Skeptics http://cigol.ai http://cigol.ai"
X Link 2025-11-27T02:08Z [---] followers, [--] engagements

"$cigoL is now listed on @coingecko Invite-only beta is over. Create your cigoL agent and let it trade @Polymarket end-to-end. *Coingecko: Live benchmark: Deploy agent: http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol"
X Link 2026-02-13T11:09Z [----] followers, [----] engagements

"Experiment #1 LIVE Trades confidence and reasoning are now public at @OpenAI GPT-5 Model now active on @Polymarket Objective: Validate whether tool-using adaptive agents can discover mispricing's in prediction markets http://cigol.ai http://cigol.ai"
X Link 2025-10-25T20:53Z [----] followers, 15.6K engagements

"Experiment #1 - Update Our 2nd Adaptive Agent is live Powered by @AnthropicAI Claude Sonnet [---] is now trading on @Polymarket alongside our @OpenAI GPT-5 model Track trades confidence and thesis live at http://cigol.ai http://cigol.ai"
X Link 2025-10-26T19:59Z [----] followers, 13.1K engagements

"Read about our vison here - Any guesses for our next Agent Starts with a "g" http://sbal.cigol.ai http://sbal.cigol.ai"
X Link 2025-10-26T22:49Z [----] followers, 10.3K engagements

"Network issue: Cloudflare is blocking our @Polymarket requests from the IP that was being used previously. We are currently retesting and building system to mitigate this using pool of proxies + trying to get whitelisted directly by Polymarket if possible"
X Link 2025-10-27T10:25Z [----] followers, [----] engagements

"Operations Restored + Gemini Added Experiment #1 will last [--] weeks; Benchmarking the progress and evolution of [--] adaptive agents (GPT5/Gemini/Sonnet) in @Polymarket politics markets * "LOG" tab now shows real-time logs from agents via sidebar on web http://cigol.ai http://cigol.ai"
X Link 2025-10-27T16:19Z [----] followers, [----] engagements

"Alpha Overview cigoL agents benchmark day #1 of trading @Polymarket prediction markets with real money is ongoing preview our first Alpha Overview. Do you agree with the agents Dashboard: Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"
X Link 2025-10-28T04:41Z [----] followers, [----] engagements

"cigoL Community is live We are building adaptive agents that trade on @Polymarket all tracked via Join our community to get updates give feedback and discussing automated agents on Polymarket https://x.com/i/communities/1983044968609435720 http://cigol.ai https://x.com/i/communities/1983044968609435720 http://cigol.ai"
X Link 2025-10-28T05:50Z [----] followers, [----] engagements

"Welcome to the cigoL Official Community Mission: Build specialized autonomous agents that operate across @Polymarket prediction markets Expect: Announcements Agent Reports Updates Notes: Not financial advice Stay on topic. Low noise Open discussion is encouraged"
X Link 2025-10-28T06:02Z [----] followers, [----] engagements

"Track our agents trading live on @Polymarket Best performer is GPT-5 up $8 after recent picks Gemini bought NO to elon # of tweets market that's resolving in [--] hours with a 95/100 confidence Dashboard: Alpha: @PolymarketBuild http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"
X Link 2025-10-28T09:27Z [----] followers, [----] engagements

"Gemini takes the lead up $200- $227 with the Elon musk tweet @Polymarket prediction that was signaled with a 95% confidence rating Are agents actually able to discover edge over time or was this just luck Dashboard: Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"
X Link 2025-10-28T15:13Z [----] followers, [----] engagements

"Notice Database corruption detected after a server migration. Invalid duplicate records were created. We will reset all models and restart the experiment. This is the lowest-risk and fastest path. Confirmation will follow when live Dashboard: http://cigol.ai http://cigol.ai"
X Link 2025-10-28T19:21Z [----] followers, [----] engagements

"Operations Restored Experiment #1 is back cigoL agents vs @Polymarket. We apologize for the rough start. On a positive note this should be the last reset Sevral major dashboard improvements also now live Dashboard: Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"
X Link 2025-10-29T04:28Z [----] followers, [----] engagements

"Daily @Polymarket alpha for today is out provided by cigoL agents from experiment #1 GPT-5 with high confidence thinking it can turn $27.93 to $119.87 Which agent do you think will perform best during this benchmark Alpha: http://cigol.ai/alpha http://cigol.ai/alpha"
X Link 2025-10-29T06:15Z [----] followers, [----] engagements

"cigoL Labs is building autonomous adaptive agents for @Polymarket prediction markets. Traditional bots have fixed rules cigoL agents conduct research review past history and evolve strategies in real-time based on outcomes Experiment #1 live dashboard: http://cigol.ai http://cigol.ai"
X Link 2025-10-30T04:30Z [----] followers, [----] engagements

"System Update Updated prompt pipeline. Agents now research more often increase check-in cadence and diversify across short medium and long horizons to strengthen the self-improving loop and improve observability throughout this experiment. TLDR: cigoL agents smarter now"
X Link 2025-10-30T04:44Z [----] followers, [----] engagements

"@0xUnihax0r @BNBCHAIN @farokh Phase one is about logic under real uncertainty. @Polymarket provides us that benchmark. Multi-chain comes next once agent reasoning and tool usage is consistently solid We can't wait to build the first agentic solutions for established Prediction Markets on @BNBCHAIN"
X Link 2025-10-30T12:57Z [----] followers, [--] engagements

"Status Stable 48-hour across GPT Sonnet and Gemini so far Next Add remaining +3 models 48H if system keeps stable then restarting with six agents and wider market coverage to collect more data providing a stronger foundation for launching user-configurable agents"
X Link 2025-10-30T12:58Z [----] followers, [---] engagements

"System Update Agents now have access to explore various @Polymarket categories while politics were fun allowing additional categories makes for more dynamic and interesting benchmark analytics to pull data from. Changelog: http://cigol.ai/system http://cigol.ai/system"
X Link 2025-10-30T19:29Z [----] followers, [----] engagements

"System Update Grok agent active - Qwen and DeepSeek scheduled within 12H Database reset following final model additions. Phase [--] begins afterwards with $250 - $1K per agent allowing additional data collection during our @Polymarket benchmark Live: http://cigol.ai http://cigol.ai"
X Link 2025-10-31T03:05Z [----] followers, [----] engagements

"Claude plotting it's first hedge strategy on @Polymarket Prediction markets for Elon # of tweets tomorrow. Live: Daily Alpha: http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"
X Link 2025-10-31T06:34Z [----] followers, [----] engagements

"@deepseek_ai @Alibaba_Qwen @grok @claudeai @Google @OpenAI All [--] models now trading live on @Polymarket [--] hour testing in effect ensuring stability for latest LLM additions and their ability to work effectively within the cigoL agentic pipeline. Live: http://cigol.ai http://cigol.ai"
X Link 2025-10-31T19:13Z [----] followers, [---] engagements

"Prediction market arbitrage is easy cigoL Claude agent caught a mispricing on @Polymarket and hedged it automatically for 30% gains No guessing. Proving that structured reasoning pipelines can act dynamically under uncertainty http://cigol.ai/alpha http://cigol.ai http://cigol.ai/alpha http://cigol.ai"
X Link 2025-10-31T21:48Z [----] followers, [----] engagements

"@EasyEatsBodega Prediction markets need intelligent systems Thats our focus building adaptive agents that evolve with real-time data rather than reacting to historical trends. Watch them research markets analyze positions and make trades in real-time: http://cigol.ai/ http://cigol.ai/"
X Link 2025-10-31T22:09Z [----] followers, [---] engagements

"System Update Pre-launch benchmark underway [--] cigoL agents are now trading on @Polymarket $500 each with unrestricted access to all categories. This test ensures the systems reasoning monitoring and execution layers are production-ready for the next major step: user-deployable cigoL agents. Soon youll be able to: Configure your own cigoL agent Adjust research depth and check-in frequency Monitor reasoning and trades in real time Create your own strategies Operate fully autonomously no code required Prediction markets are volatile data-rich and still early. Adaptive agents that can run 24/7 is"
X Link 2025-11-01T18:14Z [----] followers, [----] engagements

"@polyfactual @polyswipe_app @tryokbet @PolyxBot"
X Link 2025-11-01T20:35Z [----] followers, [---] engagements

"@polyfactual @maxscore @sire_agent "Once you can price truth the real question becomes: what do you build on top of it" Markets evolve too fast for humans to keep up but personalized cigoL agents can research reason and trade continuously aligned with the users own logic. Live: http://cigol.ai http://cigol.ai"
X Link 2025-11-02T21:01Z [----] followers, [---] engagements

"System Update Phase [---] All six cigoL agents completed [--] hours of live trading on @Polymarket with zero failed decisions. Logs sorting and filters on the frontend are fully functional. The system is stable with major issues resolved like overspending or glitched logging. Phase 3: Scaling to $1k per model 1-month continuous benchmark (Nov 330) Data collection during this phase provides the foundation to prepare for next phase. Phase 4: Rollout of user-deployable cigoL agents. Select beta users will test the interface during Phase [--] to confirm readiness before public launch. Dashboard:"
X Link 2025-11-02T21:32Z [----] followers, [----] engagements

"We have applied Our goal is to advance research on how adaptive AI agents reason and act in live prediction markets. Six models are now running full-time on @Polymarket to collect real-world benchmark data. Each decision trade and outcome is logged: http://cigol.ai We're excited to officially launch the Polymarket Builders Program. To start we are giving back $1m+ to builders via grants + rewards to those who integrate Polymarket's new builder codes. Learn more & apply 👇 https://t.co/oujzXXXmYX http://cigol.ai We're excited to officially launch the Polymarket Builders Program. To start we"
X Link 2025-11-02T22:52Z [----] followers, [----] engagements

"@icobeast Were in that direction already. cigoL agents are running live benchmarks to measure how LLMs can identify and act on edge opportunitie at atm. Future versions will allow users to deploy their own specialized agents for exactly this kind of automation http://cigol.ai http://cigol.ai"
X Link 2025-11-03T00:18Z [----] followers, [---] engagements

"Phase [---] Phase [--] Stability checks are finalized Added a new stats dashboard that exposes per model performance system health and trade logs Phase 3: Live soon with [--] cigoL agents at $1K per model on @Polymarket for a full Nov [---] run Stats: http://cigol.ai/stats http://cigol.ai/stats"
X Link 2025-11-03T15:21Z [----] followers, [---] engagements

"Phase 3: Live [--] cigoL agents $1K each are now trading across @Polymarket for a [--] day benchmark allowing ample data collection for Phase [--]. PnL trades execution history and logic traces all fully transparent. Dash: Stats: http://cigol.ai/stats http://cigol.ai http://cigol.ai/stats http://cigol.ai"
X Link 2025-11-03T17:57Z [----] followers, [---] engagements

"@primo_data Hey primo we are running adaptive self evolving agents with tools that can research + trade on Polymarket current test starts with $1k per agents and [--] days. We had had first 24h stable yesterday Our codebase is ready for builder keys if you can help http://cigol.ai http://cigol.ai"
X Link 2025-11-03T21:18Z [----] followers, [---] engagements

"Website Improvements Light mode live on along with a few UX and performance tweaks. Status Update Phase [--] benchmark is running smoothly: [--] cigoL agents $1K balance trading live on @Polymarket. First cycle stats -$76 pnl $920 volume [--] Trades http://cigol.ai http://cigol.ai"
X Link 2025-11-03T23:05Z [----] followers, [----] engagements

"Thanks for flagging that. I missed it in the docs and kept getting email support from the docs built in AI support also. cigoL has now wired in the builder codes and all [--] agents now route through the builder pipeline so cigoL should show up on the leaderboard soon @cigol_lab You can create Builders keys from the UI permissionlessly https://t.co/wjcNHPinFC https://t.co/BvWZr1SbiI @cigol_lab You can create Builders keys from the UI permissionlessly https://t.co/wjcNHPinFC https://t.co/BvWZr1SbiI"
X Link 2025-11-04T00:12Z [----] followers, [---] engagements

"Well if cigoL agents mostly end up down -50%+ we can say we did it to farm the @Polymarket airdrop. 100k+ is top 1% which should be easily achievable in couple months Interesting to still see how positions flipped last second in arena benchmark maybe we get that here too Season [--] of Alpha Arena has officially ended. Qwen [--] MAX pulled ahead at the very end to secure the win so congrats to the @Alibaba_Qwen team Thanks to everyone who tuned in to our first experiment in understanding how LLMs handle the noisy adversarial non-stationary world of https://t.co/NMysYylped Season [--] of Alpha Arena"
X Link 2025-11-04T02:16Z [----] followers, [----] engagements

"System Review cigoL agents are now running clean for 12+ hours Early performance going rough for most models except Claude though Qwen currently showing the best airdrop farming efficiency on a vol to PnL basis. Pipeline tweaked so agents that need more reasoning or tool calls no longer miss check-in windows http://cigol.ai/stats http://cigol.ai/stats"
X Link 2025-11-04T13:02Z [----] followers, [---] engagements

"Free Money While most users/agents so far focus on a single bracket Qwen is treating the entire Elon tweet range as one trade. Buying all realistic outcomes for $0.895 receiving $1.00 when any of them hits. 11.7% locked in fully documented inside our cigoL dashboard"
X Link 2025-11-04T19:54Z [----] followers, [----] engagements

"First [--] hours of the Phase [--] benchmark are in. [--] cigoL agents on @Polymarket have pushed $4.7K of volume across [---] trades currently at -$608 net PnL. Claude is the only model positive so far others are paying tuition while we collect reasoning + execution data. Live:. Stats: http://cigol.ai/stats http://cigol.ai/ http://cigol.ai/stats http://cigol.ai/"
X Link 2025-11-05T05:21Z [----] followers, [----] engagements

"Prediction markets feel similar to early DeFi to us strong primitives but an underdeveloped UX and automation layer. We are trying to treat agents logging and benchmarking as shared infrastructure for the space not just features for cigoL Our goal is simple: make it normal for prediction markets to have transparent auditable agents participating alongside humans. In an ocean of larps sub 1m I see a good r/r on $cigol BSC Dev has been building and shipping new LLM agents every other day and they are now fully automated trading on @Polymarket Every bet is backed by a public thesis. Afaik the"
X Link 2025-11-05T05:54Z [----] followers, [----] engagements

"What AI on prediction markets actually looks like. In this Mamdani bracket Claude effectively played the role of an NYC election quant. Polling inputs ranked-choice mechanics and margin projections all pointed it toward the 5055% @Polymarket band which it bought when the market was still skeptical. Result: +147% return on $50 and a fully logged rationale not just a lucky screenshot. This is the model we are building toward: prediction markets as the execution layer cigoL agents as the transparent reasoning layer on top"
X Link 2025-11-05T13:42Z [----] followers, [----] engagements

"Quant meets edge. Grok [--] modeled Elons tweet rate and built a bracket hedge on @Polymarket: 140-159 YES plus adjacent bands. Sum of prices $0.872 $1.00 covering the realistic range for a locked spread. Result: +58% on this leg P&L $11.60. All decisions logged rationale intact. http://cigol.ai/alpha http://cigol.ai/alpha"
X Link 2025-11-05T21:08Z [----] followers, [---] engagements

"Arb you can see. Grok [--] bought across brackets where sums $1.00: shutdown end dates priced at $0.9525 and Musk tweet ranges at $0.872. One hit pays $1.00math over vibes. Result: +$22.74 +50.4% so far. All brackets counts and rationale logged on @Polymarket. http://cigol.ai/alpha http://cigol.ai/alpha"
X Link 2025-11-06T08:00Z [----] followers, [---] engagements

"Quant says the quiet part out loud: Musk tweet brackets are mispriced. Qwen3-Max built a basket: realistic 140-239 bands summed to $0.735 for a $1 payout36% arb implied. Anchored by last weeks 200-219 pace cross-checked via trackers/news. Result: +32.1% ROI +$4.18. All logged. http://cigol.ai/stats http://cigol.ai/stats"
X Link 2025-11-06T20:00Z [----] followers, [---] engagements

"Benchmark Status Now [--] days on @Polymarket: [--] cigoL agents [---] trades $6.2K volume portfolio at -$629 Claude still leading Gemini is green and the remaining agents are farming volume and data to lay the foundation for specialized agent profiles http://cigol.ai http://cigol.ai"
X Link 2025-11-06T20:39Z [----] followers, [---] engagements

"This is what adaptive agents on prediction markets should work like. cigoL claude treated the Elon tweet market as a data problem not a hunch. Live counts + historical rate [---] tweets so it hit the [------] @Polymarket band at $0.21. Now it is marked around $0.45 over 100% gains in under [--] hours. This is the future: agents scanning projecting and acting faster than humans ever can. Dashboard: Stats: http://cigol.ai/stats http://cigol.ai http://cigol.ai/stats http://cigol.ai"
X Link 2025-11-07T00:22Z [----] followers, [----] engagements

"Quant edge beats vibes. Claude paired Nov [----] with Nov 16+ on @Polymarket for an arbitrage: combined cost $0.73 to pay $1.00. Senate talks slow week of Nov [--] most likely Nov [---] effectively off. Either bracket pays. Result: +9% so far P&L $4.50. All steps logged. http://cigol.ai/stats http://cigol.ai/stats"
X Link 2025-11-07T07:59Z [----] followers, [----] engagements

"Benchmark Day [--] Agents are diversifying port across more @Polymarket categories and leaning heavily into the Elon tweet markets one of the better-performing clusters so far. New: agent cards on include links to the corresponding Polymarket profiles http://cigol.ai http://cigol.ai"
X Link 2025-11-07T14:41Z [----] followers, [----] engagements

"Musk tweet brackets were mispriced. Sum of all realistic ranges (140239) cost $0.735 but pays $1.00 no matter what. We bought [------] at $0.17 as part of the basket; edge is structural not vibes. P&L +$8.25 ROI +50%. Position live on @Polymarket. http://cigol.ai/stats http://cigol.ai/stats"
X Link 2025-11-07T16:00Z [----] followers, [---] engagements

"Shutdown odds were upside down: market priced a preNov [--] deal 70% while leadership floated multi-week CRs and no vote window. Gemini [---] Pro took YES at [-----] on Nov 16+. Now [-----]. ROI +67% P&L +$43.59. Rationale time-stamped on @Polymarket. http://cigol.ai/stats http://cigol.ai/stats"
X Link 2025-11-07T19:59Z [----] followers, [----] engagements

"UI Refresh The new layout illustrated here with Groks Raptors vs Hawks market pulls thesis check in notes and PnL into a single card. Mobile UX and site responsiveness have been upgraded and check-in cadence tuning for agents. This is preparation for the first set of specialized user-configured agents entering beta next week trading live on @Polymarket http://cigol.ai http://cigol.ai"
X Link 2025-11-08T03:34Z [----] followers, [----] engagements

"Experiment #1 Reset We are restarting Experiment #1. Instead of forcing a full month on the current stack we are moving to a weekly benchmark cadence until the system reaches the reliability standard we want In the process of auditing the first run we found and fixed an issue in the redemption logic that was effectively burning capital on some positions rather than redeeming it. This made the portfolio look around $250 worse than it actually was. With the fix deployed we are wiping the old benchmark data and relaunching on a fresh database with updated guardrails to prevent similar errors."
X Link 2025-11-09T08:23Z [----] followers, [----] engagements

"Two models same read: rare Sunday Senate session + using the House CR as the vehicle compresses the timeline. If cloture moves Nov [---] becomes the fast lane. We bought YES at 0.230.26 on @Polymarket. Market now waking up at [-----]. Logged reasoning time-stamped. http://cigol.ai https://twitter.com/i/web/status/1987702266321629588 http://cigol.ai https://twitter.com/i/web/status/1987702266321629588"
X Link 2025-11-10T02:02Z [----] followers, [----] engagements

"Migration We are migrating the $CIGOL token from BSC to Base. Current infra and contract constraints on BSC make it difficult to sustain the project long term and fund ongoing agent R&D so the token will relaunch on Base with a cleaner setup and a 2/2 tax to support experiments and infrastructure. A snapshot of holders has already been taken. Migration window: The migration window is now open for [--] hours and will close at 23:00 UTC on 11/13. How to migrate: Send your entire $CIGOL balance to the migration wallet: 0xF9143aBe4Dc1D901BdF1aC9a1184245aC283e183 After the window closes this wallet"
X Link 2025-11-12T03:27Z [----] followers, [----] engagements

"@0xunknown9000 There is an official TG in the message posted twitter community is not needed as it was just a source of spam with no real benefit at this point"
X Link 2025-11-12T14:22Z [----] followers, [---] engagements

"Agents Progress New improved agent general profiles showing good results. Risk per volume is 34x better than last week. DeepSeek reaching near 20% gains 48h after the update. All agent decisions now stream to Telegram for easy monitoring: Dashboard: http://cigol.ai/stats http://t.me/cigolportal http://cigol.ai/stats http://t.me/cigolportal"
X Link 2025-11-13T14:17Z [----] followers, [---] engagements

"Migration Update Remaining BSC liquidity has been reserved. All wallets that sent in tokens are now marked for the 1:1 airdrop on Base. Base re-launch pending confirmation; we will publish the exact time and further clarification soon TG: https://t.me/cigolportal Migration We are migrating the $CIGOL token from BSC to Base. Current infra and contract constraints on BSC make it difficult to sustain the project long term and fund ongoing agent R&D so the token will relaunch on Base with a cleaner setup and a 2/2 tax to support https://t.co/yZDl9Uu0HE https://t.me/cigolportal Migration We are"
X Link 2025-11-14T06:10Z [----] followers, [----] engagements

"Incident Update Going into Benchmark #3 around [--] days earlier then planned featuring several updates to agents and fixed some core issues that ruined current benchmark analytics. We encountered a critical issue where GPT-5 re-entered the same position [--] times during an API disconnection. Fixes deployed and monitoring tightened to avoid this in future. System Progress Week [--] agents with improved profiles significantly outperformed week #1 stats. Reaching over 10x+ better volume to pnl ratio vs last week and that's including the gpt-5 error that set us back $500+ Geminis last trade just printed"
X Link 2025-11-14T17:24Z [----] followers, [---] engagements

"Historical Stats Footer toggle added. Switch between Live and archived benchmarks. All future benchmarks will retain full agent history and performance charts for clean analytics. This establishes framework for parallel benchmarks: general vs specialized profiles single-model mass experiments stability tracking and more going forward. http://cigol.ai/stats http://cigol.ai http://cigol.ai/stats http://cigol.ai"
X Link 2025-11-15T00:02Z [----] followers, [---] engagements

"Relaunch Status We are in active discussions with @virtuals_io to host the @base rollout. We will confirm direction on a definitive yes or no and sequence timing to a healthier market window for a strong launch. Holders Snapshot is complete. All wallets that sent to the migration address are recorded. No further action is required. Agent Update Benchmark [--] has cleared Day [--]. Safeguards have held and worked flawlessly through the last [--] hours. Next steps are testing specialized profiles and staging the rollout of general user agents. Telegram Telegram rework in final stages with filtered"
X Link 2025-11-18T01:52Z [----] followers, [---] engagements

"Benchmark #4 Update We just added a new Skeptic profile (Only allowed to trade NO markets) cigoL Labs is now running [--] profiles: Generalist Sharp and Skeptic. [--] cigoL agents total all trading in parallel on @Polymarket"
X Link 2025-11-27T02:02Z [----] followers, [----] engagements

"72h Benchmark #4 Progress Report We now have [--] profiles trading on @Polymarket: Generalist Sharp Skeptic. [--] cigoL agents total [--] LLM providers all trading the same capital in parallel This run is testing a simple idea: specialized profiles vs one-size-fits-all generalists"
X Link 2025-11-30T00:27Z [----] followers, [----] engagements

"Can automated agents make money on @Polymarket Benchmark #5 now live with [--] cigoL agents across [--] profiles trading real money 24/7. Currently the leaders are cigoL Skeptic and cigoL Trend as we pace towards [--] hours running. Live: http://cigol.ai http://cigol.ai"
X Link 2025-12-04T22:07Z [----] followers, [----] engagements

"We appreciate the support from @Polymarket and @PolymarketBuild. cigoL was awarded our 1st Polymarket Builders Program grant Weve spent the last month running experimental benchmarks and refining strategies across agent profiles in public. Details below clarifying what's next"
X Link 2025-12-19T18:44Z [----] followers, [----] engagements

"Were transitioning from public benchmark into Telegram-native prediction-market infrastructure. Were building a Telegram terminal for prediction markets with the cigoL framework powering the agentic layer. The benchmark stays as public proof and R&D but soon users can configure their own strategies across multiple agents and markets https://twitter.com/i/web/status/2002088187775103037 https://twitter.com/i/web/status/2002088187775103037"
X Link 2025-12-19T18:46Z [----] followers, [---] engagements

"@Polymarket @PolymarketBuild Were scaling beta via lottery based queue. Everyone gets +1 roll/day and bonus rolls come from referrals and partner link drops This lets us onboard the most engaged users first collect real feedback and improve stability before opening to public Join: https://t.me/cigoLdeployerbotstart=promo_launch https://t.me/cigoLdeployerbotstart=promo_launch"
X Link 2025-12-19T20:03Z [----] followers, [---] engagements

"@KhanOffchain @Polymarket @PolymarketBuild"
X Link 2025-12-19T23:23Z [----] followers, [--] engagements

"This benchmark we are running [--] sets of Sharps vs Trend agents. Were measuring repeatability within a profile and divergence between profiles then comparing back to the Skeptic baseline"
X Link 2025-12-22T23:27Z [----] followers, [---] engagements

"Meanwhile were finalizing docs for the Telegram terminal. Our @Polymarket trading terminal to deploy cigoL agents configure profiles and monitor positions end-to-end is coming. The benchmark stays public but the next phase is scaling user automation on prediction markets"
X Link 2025-12-22T23:31Z [----] followers, [---] engagements

"Qwen Sharp2 is on pace for 100% gains in [--] days. Same model same config. That variance is normal in prediction markets that's why multiple agents are essential. Across [--] Sharp agents benchmark is up 15% utilizing the cigoL framework taking advantage of mispriced markets"
X Link 2025-12-29T10:15Z [----] followers, [---] engagements

"cigoL Telegram terminal is now open (invite-only) and referrals are live. Deploy a prediction-market agent in Telegram tune constraints and share your winning configs as a template for others Early users earn rev-share as their network grows. How it works 👇"
X Link 2026-01-10T13:14Z [----] followers, [----] engagements

"Telegram beta is live: deploy up to [--] autonomous agents and let them run end-to-end. Create strategies and run your own tests or use the default cigoL configs [--] tickets FCFS: Terminal Docs: V2 Changelog: http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta"
X Link 2026-01-10T13:30Z [----] followers, [----] engagements

"We locked + vested the supply via @streamflow_fi 200M $CIGOL locked 200M $CIGOL vested Proof: Docs: http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS"
X Link 2026-02-11T04:11Z [----] followers, [----] engagements

"Invite-only beta is over 150+ users onboarded. 50+ cigoL agents are trading on Polymarket right now. They run the loop: research analyze execute - manage. No sleep. No emotion. Deploy yours: http://t.me/cigoLdeployerbot http://t.me/cigoLdeployerbot"
X Link 2026-02-11T22:35Z [----] followers, [--] engagements

"Status Report Latest user agent stats directly from the system. 250+ users. 75+ agents active on @Polymarket No estimates. Real volume. Real P&L. Real data. @cigoLdeployerbot http://cigol.ai http://cigol.ai"
X Link 2026-02-14T00:11Z [----] followers, [--] engagements

"Prediction markets are still early infrastructure. The core primitives are there but most of the stack around them is missing: better tools better agents better ways to route information and risk into markets in a structured way. The opportunity is not only higher returns. It is building systems where information incentives and automation align so markets become a live coordination layer not just a place to place isolated bets. AI agents are a natural fit here. They can monitor more sources than any single person operate continuously and document their reasoning in a way that can be audited."
X Link 2025-11-04T16:11Z [----] followers, [----] engagements

"We entered the @Pumpfun Build in Public Global Hackathon. cigoL allows users to deploys adaptive agents into Polymarket via TG: Set strategy - agent researches markets - finds mispriced odds - executes and manage trades Live: http://cigol.ai https://t.me/cigoLdeployerbot http://cigol.ai https://t.me/cigoLdeployerbot"
X Link 2026-02-11T15:46Z [----] followers, [----] engagements

"Invite-only beta is over 150+ users onboarded. 50+ cigoL agents are trading on Polymarket right now They run the loop: research analyze execute - manage No sleep. No emotion. Deploy yours: http://t.me/cigoLdeployerbot http://t.me/cigoLdeployerbot"
X Link 2026-02-11T22:45Z [----] followers, [----] engagements

"@Pumpfun GM. let's build in public 🤝"
X Link 2026-02-13T21:08Z [----] followers, [---] engagements

"System Update First 24h into Benchmark [--] running clean. Six agents routed $3.9K in volume with a system drawdown of $169. We identified and fixed phantom position artifacts and intermittent API disconnects that distorted the pipeline. Safeguards are confirmed working. Loops are holding well so far with couple minor issues that have been patched instantly as we are monitoring live. Alerts Telegram alerting is live and expanding. Decision alerts are streaming in real time. We are also adding channels that track per-position price moves and segmented feeds by market type. User Agents"
X Link 2025-11-16T11:48Z [----] followers, [---] engagements

"cigoL Sharp agents had a day today Finishing returns of 14-20% on @Polymarket between [--] providers now DeepSeek / Qwen /GPT-5 finishing on top. We also now have systemwide TP + trailing SL turned on across improving profit capture Watch everything at: http://cigol.ai http://cigol.ai"
X Link 2025-12-06T03:36Z [----] followers, [----] engagements

"Benchmark #7 is live. Were coming off the Skeptic-only run: $13k volume top agents ended +25% on the week and worst drawdown was 15%. Good indicator the system is truly adaptive not just copy trading since all agents ran the same profile constraints and settings"
X Link 2025-12-22T23:25Z [----] followers, [----] engagements

"Qwen going from worst to first. We revamped the Sports agent defaults. If using the default Sports profiles refresh to default in the agent dashboard. The new curated market list is significantly more efficient based on our data. http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"
X Link 2026-01-20T02:22Z [----] followers, [----] engagements

"Comparisons for clarity: Vaults: custody + black-box strategy Signals: manual execution + human latency Bots: static rules + no adaptation cigoL: deploy autonomous agents tune constraints run end-to-end with transparent logs. [--] FCFS 🎟: http://t.me/cigoLdeployerbotstart=drop_twitterbeta http://t.me/cigoLdeployerbotstart=drop_twitterbeta"
X Link 2026-02-06T18:48Z [----] followers, [----] engagements

"$CIGOL was just listed on the directory @rdbotato is doing the hackathon community a public service with this directory allowing users to view all the upcoming participants. http://pump.fun http://proofofpotato.com/hackathon @zauthx402 @JuiceLaunch @opalbotgg @BloxApi @SnowballPumpfun @KolboAI @OpusClaude @mergedotfi @clarity_proto @Vanta_Pod @PyraChain OpenClaw just finished reviewing submissions. [--] new projects approved and now live on the directory: @svmacc @wickdottrade @stick_dao @PimpFunApp @BlindfoldFDN @AlphaBlockAI @cigol_lab @usduc_official @theagency_game @GrammaCrackers"
X Link 2026-02-12T15:16Z [----] followers, [----] engagements

"Hackathon Intro @Pumpfun hackathon intro video is up. Founder (@Back2Matching) intro + cigoL thesis + current progress + whats next"
X Link 2026-02-12T21:48Z [----] followers, [----] engagements

"@DidiTrading This is what our agent builder was made for"
X Link 2026-01-11T22:40Z [----] followers, [---] engagements

"your cigoL agent sent you a valentine confidence: 97.3% thesis: you deserve someone who trades for you 24/7 position: $CIGOL ps: public telegram chat is now open join below Benchmark: Public chat: http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"
X Link 2026-02-14T22:22Z [----] followers, [---] engagements

"cigoL: agentic infrastructure for prediction markets. Deploy agents that do multi-turn web research analyze odds execute trades and learn from outcomes. Not a vault. Not signals. Not a static bot. Its adaptive tooling you configure and improve. http://t.me/cigoLdeployerbotstart=hackathon http://t.me/cigoLdeployerbotstart=hackathon"
X Link 2026-02-11T03:24Z [----] followers, 15.1K engagements

"Status Report Latest user agent stats directly from the system. 250+ users. 75+ agents active on @Polymarket No estimates. Real volume. Real P&L. Real data. Deploy your agent now: Benchmark: http://cigol.ai http://t.me/cigoLdeployerbot http://cigol.ai http://t.me/cigoLdeployerbot"
X Link 2026-02-14T00:17Z [----] followers, [----] engagements

"Docs Overhaul - Update #1 Full Docs Overhaul cigoL docs overhaul is live. Strategy guides. Recommended setups by agent count. Profile volatility ratings added. Position sizing explained. Everything at cigol.ai/system/docs http://x.com/i/article/2023190016877338625 http://x.com/i/article/2023190016877338625"
X Link 2026-02-16T00:37Z [----] followers, [----] engagements

"Announcement Going live with @MCGlive tomorrow (Tue 17) 1:152:00pm EST Well break down our 3-month benchmark: autonomous agents real capital prediction markets. Data edge cases and the key takeaways that shaped the current cigoL builder. This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 - $FAIR w/@fairscalexyz @rishee_a (@stardotfun) Tue Feb [--] 12:30 - $FOMOLT w/@fomoltapp @fidoeth 1:15 - $CIGOL w/@cigol_lab @Back2Matching Wed Feb [--] 12:30 - $BLOWFISH w/@Blowfishbot @Austin_hurwitz https://t.co/VGnl4vSocO This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 -"
X Link 2026-02-16T16:02Z [----] followers, [----] engagements

"cigoL: agentic infrastructure for prediction markets. Deploy agents that do multi-turn web research analyze odds execute trades and learn from outcomes. Not a vault. Not signals. Not a static bot. Its adaptive tooling you configure and improve. http://t.me/cigoLdeployerbotstart=hackathon http://t.me/cigoLdeployerbotstart=hackathon"
X Link 2026-02-11T03:24Z [----] followers, 15.1K engagements

"LIVE SOON Catch us at 1:15pm EST with @MCGlive Well break down our 3-month benchmark: autonomous agents real capital prediction markets. Data edge cases and the key takeaways that shaped the current cigoL builder. http://x.com/i/broadcasts/1ynJOMMDnXVKRs=20 http://x.com/i/broadcasts/1ynJOMMDnXVKRs=20"
X Link 2026-02-17T17:11Z [----] followers, [---] engagements

"Building in Public Optimizations shipped yesterday. Will be speaking in [--] hours @MCGlive covering what we're building and what's next (agents prediction markets benchmark studies) Build stream later tonight boring builder update: - added W/L tracking to the main agent dashboard - sped up telegram menu response times - fixed several deposit edge cases - rpc and memory optimizations - full strategy guide rework - starting /flex competition + user agent leaderboards https://t.co/DPgNP3ChjP boring builder update: - added W/L tracking to the main agent dashboard - sped up telegram menu response"
X Link 2026-02-17T12:42Z [----] followers, [---] engagements

"boring builder update: - added W/L tracking to the main agent dashboard - sped up telegram menu response times - fixed several deposit edge cases - rpc and memory optimizations - full strategy guide rework - starting /flex competition + user agent leaderboards"
X Link 2026-02-17T10:46Z [----] followers, [---] engagements

"Ai taking over the hackathon congrats to @opalbotgg doing something unique with agents. The second winner of the $3000000 Build in Public Hackathon is here Were proud to announce the second project to receive Pump Funds $250000 investment is @opalbotgg Learn more about Opal and your chance to win 👇 https://t.co/PnBByrAy76 The second winner of the $3000000 Build in Public Hackathon is here Were proud to announce the second project to receive Pump Funds $250000 investment is @opalbotgg Learn more about Opal and your chance to win 👇 https://t.co/PnBByrAy76"
X Link 2026-02-17T10:13Z [----] followers, [---] engagements

"The second winner of the $3000000 Build in Public Hackathon is here Were proud to announce the second project to receive Pump Funds $250000 investment is @opalbotgg Learn more about Opal and your chance to win 👇"
X Link 2026-02-17T00:07Z 18.6K followers, 161.6K engagements

"Announcement Going live with @MCGlive tomorrow (Tue 17) 1:152:00pm EST Well break down our 3-month benchmark: autonomous agents real capital prediction markets. Data edge cases and the key takeaways that shaped the current cigoL builder. This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 - $FAIR w/@fairscalexyz @rishee_a (@stardotfun) Tue Feb [--] 12:30 - $FOMOLT w/@fomoltapp @fidoeth 1:15 - $CIGOL w/@cigol_lab @Back2Matching Wed Feb [--] 12:30 - $BLOWFISH w/@Blowfishbot @Austin_hurwitz https://t.co/VGnl4vSocO This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 -"
X Link 2026-02-16T16:02Z [----] followers, [----] engagements

"This Week on @MCGlive X @AssetDash All times in EST Mon Feb [--] 1:00 - $FAIR w/@fairscalexyz @rishee_a (@stardotfun) Tue Feb [--] 12:30 - $FOMOLT w/@fomoltapp @fidoeth 1:15 - $CIGOL w/@cigol_lab @Back2Matching Wed Feb [--] 12:30 - $BLOWFISH w/@Blowfishbot @Austin_hurwitz (@MeteoraEco) 1:15 - OPEN SLOT - Tag projects in replies Thu Feb [--] 12:30 - $WORK w/@carlosmarcialt 1:15 - OPEN SLOT - Tag projects in replies Fri Feb [--] 12:00 - Trader Radio X @leftcurvedao w/@jonesrida https://twitter.com/i/web/status/2023114073919889690 https://twitter.com/i/web/status/2023114073919889690"
X Link 2026-02-15T19:15Z [----] followers, [----] engagements

"Docs Overhaul - Update #1 Full Docs Overhaul cigoL docs overhaul is live. Strategy guides. Recommended setups by agent count. Profile volatility ratings added. Position sizing explained. Everything at cigol.ai/system/docs http://x.com/i/article/2023190016877338625 http://x.com/i/article/2023190016877338625"
X Link 2026-02-16T00:37Z [----] followers, [----] engagements

"your cigoL agent sent you a valentine confidence: 97.3% thesis: you deserve someone who trades for you 24/7 position: $CIGOL ps: public telegram chat is now open join below Benchmark: Public chat: http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"
X Link 2026-02-14T22:22Z [----] followers, [---] engagements

"Status Report Latest user agent stats directly from the system. 250+ users. 75+ agents active on @Polymarket No estimates. Real volume. Real P&L. Real data. Deploy your agent now: Benchmark: http://cigol.ai http://t.me/cigoLdeployerbot http://cigol.ai http://t.me/cigoLdeployerbot"
X Link 2026-02-14T00:17Z [----] followers, [----] engagements

"$cigoL is now listed on @coingecko Invite-only beta is over. Create your cigoL agent and let it trade @Polymarket end-to-end. *Coingecko: Live benchmark: Deploy agent: http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol http://t.me/cigoLdeployerbot http://cigol.ai http://coingecko.com/en/coins/cigol"
X Link 2026-02-13T11:09Z [----] followers, [----] engagements

"Hackathon Intro @Pumpfun hackathon intro video is up. Founder (@Back2Matching) intro + cigoL thesis + current progress + whats next"
X Link 2026-02-12T21:48Z [----] followers, [----] engagements

"$CIGOL was just listed on the directory @rdbotato is doing the hackathon community a public service with this directory allowing users to view all the upcoming participants. http://pump.fun http://proofofpotato.com/hackathon @zauthx402 @JuiceLaunch @opalbotgg @BloxApi @SnowballPumpfun @KolboAI @OpusClaude @mergedotfi @clarity_proto @Vanta_Pod @PyraChain OpenClaw just finished reviewing submissions. [--] new projects approved and now live on the directory: @svmacc @wickdottrade @stick_dao @PimpFunApp @BlindfoldFDN @AlphaBlockAI @cigol_lab @usduc_official @theagency_game @GrammaCrackers"
X Link 2026-02-12T15:16Z [----] followers, [----] engagements

"OpenClaw just finished reviewing submissions. [--] new projects approved and now live on the directory: @svmacc @wickdottrade @stick_dao @PimpFunApp @BlindfoldFDN @AlphaBlockAI @cigol_lab @usduc_official @theagency_game @GrammaCrackers @3eyes_iii @MoonOrDustMedia @dcatodca @collectdotrip @sleepycompile @UntilTheMeme @prediction_xbt @SorcererTrading @trencher_sol @UtopianContrib @MoneroChanSOL @Simulation_Wiki @letssenditfun @faberiuswow @stable_tweets @sachi_coin @Galerilhan @JigglypuffKing_ @Axis_pizza @peaktalk @splatworldvr Still processing more. If you submitted and don't see your name yet."
X Link 2026-02-12T02:30Z [----] followers, 12.6K engagements

"Invite-only beta is over 150+ users onboarded. 50+ cigoL agents are trading on Polymarket right now They run the loop: research analyze execute - manage No sleep. No emotion. Deploy yours: http://t.me/cigoLdeployerbot http://t.me/cigoLdeployerbot"
X Link 2026-02-11T22:45Z [----] followers, [----] engagements

"We entered the @Pumpfun Build in Public Global Hackathon. cigoL allows users to deploys adaptive agents into Polymarket via TG: Set strategy - agent researches markets - finds mispriced odds - executes and manage trades Live: http://cigol.ai https://t.me/cigoLdeployerbot http://cigol.ai https://t.me/cigoLdeployerbot"
X Link 2026-02-11T15:46Z [----] followers, [----] engagements

"We locked + vested the supply via @streamflow_fi 200M $CIGOL locked 200M $CIGOL vested Proof: Docs: http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS http://cigol.ai/system/docs https://app.streamflow.finance/contract/solana/mainnet/637g3ZQJF6bMt86dUvctGYuELUz5RnzHgShaAkadLnM https://app.streamflow.finance/contract/solana/mainnet/BuDNsx8kXTRASjKdU1VHAGgcvWYCRf48Rxi7vfF7Y5yS"
X Link 2026-02-11T04:11Z [----] followers, [----] engagements

"Comparisons for clarity: Vaults: custody + black-box strategy Signals: manual execution + human latency Bots: static rules + no adaptation cigoL: deploy autonomous agents tune constraints run end-to-end with transparent logs. [--] FCFS 🎟: http://t.me/cigoLdeployerbotstart=drop_twitterbeta http://t.me/cigoLdeployerbotstart=drop_twitterbeta"
X Link 2026-02-06T18:48Z [----] followers, [----] engagements

"Qwen going from worst to first. We revamped the Sports agent defaults. If using the default Sports profiles refresh to default in the agent dashboard. The new curated market list is significantly more efficient based on our data. http://t.me/cigolportal http://cigol.ai http://t.me/cigolportal http://cigol.ai"
X Link 2026-01-20T02:22Z [----] followers, [----] engagements

"cigoL Telegram terminal is now open (invite-only) and referrals are live. Deploy a prediction-market agent in Telegram tune constraints and share your winning configs as a template for others Early users earn rev-share as their network grows. How it works 👇"
X Link 2026-01-10T13:14Z [----] followers, [----] engagements

"Telegram beta is live: deploy up to [--] autonomous agents and let them run end-to-end. Create strategies and run your own tests or use the default cigoL configs [--] tickets FCFS: Terminal Docs: V2 Changelog: http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta http://cigol.ai/system/docs https://t.me/cigoLdeployerbotstart=drop_twitterbeta"
X Link 2026-01-10T13:30Z [----] followers, [----] engagements

Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing

@cigol_lab
/creator/twitter::cigol_lab