self-improve
Skill419 starsChanged yesterdayGPL-3.0View on GitHub
Look back at the last day of the person's real threads, in every project, find where Agentbox itself made them go wrong (a run that never started or was cut off, lost or parked work, a ship that bounced, a brief or tool that misled the agent, a mistake the person had to correct), and fix the worst few in this repository, tested and shipped by the project's own rules. Use when asked to self-improve, to look at my threads and fix what went wrong, for a look back, or by the repeating task that runs it every day.
39 other projects use a version of this.
Adopted by
Most recently taken up by
- Hrutin-Suriya-Kotni/until-hiredtheir own version, first seen Nov 15, 2026
- 5uck1ess/devkittheir own version, first seen Nov 15, 2026
- Yeachan-Heo/oh-my-claudecodetheir own version, first seen Nov 9, 2026
- naman10parikh/pennytheir own version, first seen Nov 8, 2026
- DYNO-SOFT/self-improving-looptheir own version, first seen Nov 8, 2026
- linxule/carreltheir own version, first seen Nov 8, 2026
Used with
Projects with it also use ecosystem-reference, fractal-delegation and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
naman10parikhSkillecosystem-reference
Quick-access directory of Claude Code ecosystem repos, skills, plugins, MCPs, and patterns. Use when improving the harness.
Also in 5 projects that use this
naman10parikhSkillfractal-delegation
Also in 5 projects that use this
aaronjmarsSkillaeon-update
Pull framework updates from the upstream Aeon repo into this instance - 3-way merges canon's new commits into a PR, never clobbering operator config.
Also in 4 projects that use this
aaronjmarsSkillauto-workflow
Two-mode aeon.yml workflow builder - analyze inspects URLs and emits a tiered, signal-verified skill-enablement plan plus an aeon.yml diff; enable flips slugs to enabled:true and opens a PR.
Also in 4 projects that use this
- +6 more from naman10parikh
- +2 more from aaronjmars
Other versions39 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 39
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- zereight/gitlab-mcp★ 2.1ksame name
- aeonfun/aeon★ 793same name
- aaronjmars/aeon★ 789same name
- forefy/.context★ 153same name
- eai-org/agent-toolkit★ 85same name
- nitinjain999/platform-skills★ 71same name
- aaronjmars/miroshark-aeon★ 20same name
- MiroShark/miroshark-aeon★ 20same name
29 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository16 other files it gives its agents.
- AGENTS.mdAGENTS.md
- mobile/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- app-review-boardSkill
- blast-radiusSkill
- correctSkill
- handoffSkill
- interrogateSkill
- maintain-verify-agentboxSkill
- power-testSkill
- product-loopSkill
- review-pull-requestsSkill
- trim-commentsSkill
- unslopSkill
- user-feedbackSkill
- verify-agentboxSkill
The file
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

