tigerless-labs/autoharness
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. observed · 2026-08-28
Health v2 · maintenance only
56/100
- Activity 94
- Release rhythm 35
- Longevity 6
Flags: no_releases young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 85
- days_rel: n/a
- days_push: 36
- n_releases_24m: 0
Adoption not part of the score
1263 stars · 80 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Autoharness is a self-learning skill layer for Claude Code that distills reusable skills from your real coding sessions, merges near-duplicates, updates skills in use, and prunes unused ones. It runs entirely as a zero-dependency Python plugin with hooks and an MCP server, touching only the skills it generated itself.
Use cases
- automatically learn skills from my Claude Code sessions
- keep my agent skill library clean without manual curation
- distill repeated workflows into reusable Claude Code skills
- merge duplicate agent skills automatically
- prune agent skills that stop being used
- improve coding agent performance with a self-maintaining harness
- capture session learnings into .claude/skills
When to choose
- you use Claude Code regularly and want skills to accumulate and maintain themselves from real work
- you want skill consolidation and pruning without running a separate daemon or eval benchmark
- you want a zero-dependency Python plugin that only manages skills it created itself
When to avoid
- you don't use Claude Code or a compatible agent harness
- you need skills that work across multiple different AI coding tools
- you prefer fully hand-written, manually curated skill files
- you're on Windows, which isn't listed as a supported platform
Facets
plugin · maturity active
agent-framework prompt-engineering developer-tools workflow-automation developer-tools large-language-models python cli claude-code claude-code-plugin agent-skills self-learning skill-management llm-agents mcp ai-agents automation linux macos
2 sources
- readme: https://github.com/tigerless-labs/autoharness · fetched 2026-08-28 · 817b88156cf5
- homepage: https://github.com/tigerless-labs/autoharness · fetched 2026-08-29 · 50ee9a2478d0
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| tigerless-labs/autoharness | main | 56 |
For agents
markdown · JSON · MCP: product_card(name="tigerless-labs/autoharness")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem