Chalk Labs
Need help deploying autoresearch?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/captainslab-autoresearch
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: productivity, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
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What's inside
- Skill name
autoresearch- Description
- Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurations, ablation studies, or any task where an agent should iteratively try changes, measure results, and keep or discard based on a metric. Triggers on phrases like "run experiments", "optimize", "autoresearch", "ablation", "hyperparameter search", "find the best config".
- License
- unknown
- Allowed tools
- read,, write,, edit,, exec,, grep,, find,, ls,, sessions_spawn
- Instructions
- 265 lines in SKILL.md · view on GitHub
Files (4)
- origin.json · .clawhub/
- SKILL.md
- _meta.json
- reference.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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btc-sprint-stack
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Trade BTC 5m/15m Polymarket fast markets on Simmer with dry-run-first execution, fee-aware filtering, bankroll limits, flat signal_data, journaling, heartbeat…
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hourly-momentum-trader
captainslab
Momentum-based trading agent for hourly crypto candles.
SkillDFreshness: DClaude Code +9 - 0.405score
btc-analyzer
captainslab
Fetch live BTCUSDT 15m candles from Binance public API and analyze market direction UP/DOWN/SKIP using EMA20 and RSI14.
SkillDFreshness: DClaude Code +9 - 0.402score
simmer
Simmer (@simmer_markets)
The best prediction market interface for AI agents.
SkillDFreshness: DClaude Code +9 - 0.402score
market-sentiment-pulse
captainslab
Aggregates and analyzes market sentiment for specific crypto or stock tickers by scanning news and social signals.
SkillDFreshness: DClaude Code +9 - 0.397score
Polymarket
captainslab
Query Polymarket prediction market odds and events via CLI.
SkillDFreshness: DClaude Code +9 - 0.395score
polymarket-correlation
captainslab
Detect mispriced correlations between Polymarket prediction markets.
SkillDFreshness: DClaude Code +9 - 0.390score
polymarket-agent
captainslab
Autonomous prediction market agent - analyzes markets, researches news, and identifies trading opportunities
SkillDFreshness: DClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Apr 5, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from captainslab
- 0.409score
polymarket-auto-trader
captainslab
Autonomous Polymarket prediction market trading agent.
SkillDFreshness: DClaude Code +9 - 0.405score
hourly-momentum-trader
captainslab
Momentum-based trading agent for hourly crypto candles.
SkillDFreshness: DClaude Code +9 - 0.405score
btc-analyzer
captainslab
Fetch live BTCUSDT 15m candles from Binance public API and analyze market direction UP/DOWN/SKIP using EMA20 and RSI14.
SkillDFreshness: DClaude Code +9 - 0.402score
market-sentiment-pulse
captainslab
Aggregates and analyzes market sentiment for specific crypto or stock tickers by scanning news and social signals.
SkillDFreshness: DClaude Code +9 - 0.397score
Polymarket
captainslab
Query Polymarket prediction market odds and events via CLI.
SkillDFreshness: DClaude Code +9 - 0.395score
polymarket-correlation
captainslab
Detect mispriced correlations between Polymarket prediction markets.
SkillDFreshness: DClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get autoresearch running in your business
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Cite this page
autoresearch skill. Agent Mart. https://agentmart.dev/skills/captainslab-autoresearch (last updated 2026-10-24)