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@tigerless-labs

tigerless-labs

Tigerless Lab is an open AI lab focused on frontier AI development, engineering research, and practical tooling for emerging AI workflows.
Tigerless Labs

Tigerless Labs

An open-source AI lab shipping tools, agents, and experiments across the AI development stack.

Agent harness

Tools that change how your coding agent works — and show you what it is actually doing.

  • autoharness (801 stars) — A self-learning skill layer for Claude Code: distills skills from your real sessions, updates them as you work, and prunes the ones that go unused.
  • cost-xray (367 stars) — See what Claude Code and Codex actually send to the API — and what each part costs.

Agent skills

Skills that put the agent to work on everything around the code — design, research, distribution.

  • design-harness (182 stars) — Feed your agent papers and half-formed ideas; it links them into a system design you can defend. An Agent Skill for Claude Code and any SKILL.md-compatible agent.
  • auto-gtm (107 stars) — A Claude Code / Codex plugin that drafts your X and Reddit posts from your PRs and the day's hot threads — drafts only, never posts for you.
  • paper-radar (1 stars) — Finds the AI papers 28 labs put on arXiv over any date range, and separates the ones a company led from the ones it only appears on.
  • influencer-discovery (0 stars) — Finds creators who bring their own audience — followers, readers, subscribers — across 15 channels, and appends their public contact info to a Google Sheet. An Agent Skill for Claude Code.

Healthcare

  • phi-boundary-gate (56 stars) — PHI boundary reports for healthcare and insurance AI workflows — across prompts, RAG, tools, memory, and logs.

More in the works — built in the open, shipped fast.

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  1. cost-xray cost-xray Public

    See what Claude Code and Codex actually send to the API — and what each part costs.

    Python 421 47

  2. autoharness autoharness Public

    Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.

    Python 921 69

  3. design-harness design-harness Public

    Feed your agent papers and half-formed ideas — it links them into a system design you can defend. Markdown keeps the record; a visual canvas makes it readable. An Agent Skill for Claude Code & any …

    Python 209 33

  4. auto-gtm auto-gtm Public

    Python 179 11

  5. phi-boundary-gate phi-boundary-gate Public

    Detect, gate, redact, and report PHI candidate flows across healthcare and insurance AI prompts, RAG, tools, memory, logs, and provider boundaries.

    Python 105 17

  6. paper-radar paper-radar Public

    Finds the AI papers 28 tech companies put on arXiv over any date range, and splits lead authorship from bylines. A SKILL.md agent skill — no ML, no state, stdlib only.

    Python 2

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