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pskoettpskoett/self-improving-agent/self-improving-agent/SKILL.md

self-improving-agent

Skill786 starsChanged 4 months agoNo licenceView on GitHub

Captures and maintains learnings, errors, and corrections. Use when a command fails, the user corrects an assumption, a capability is missing, knowledge is outdated, or a better approach is found. Review relevant saved guidance before major tasks, reuse, and promotion; revalidate it according to what could change and how quickly.

  • Installs packages
  • Commits and pushes

28 other projects use a version of this, 2 of them edited.

Adopted by

Most recently taken up by

Used with

Projects with it also use tavily-search, proactive-agent and 9 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.
  • caicongyangSkill

    tavily-search

    Tavily 搜索工具，提供 AI 优化的搜索结果。每月免费 1000 次查询。

    Also in 5 projects that use this

  • halthelobsterSkill

    proactive-agent

    Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer for context survival, Compaction Recovery, and battle-tested security patterns. Part of the Hal Stack 🦞

    Also in 3 projects that use this

  • LaoK2017Skill

    skill-vetter

    Security review and audit tool for AI agent skills. Use when asked to "vet a skill", "check skill security", "audit a skill", or when reviewing skills before installation to detect malicious code, unauthorized access, and suspicious patterns.

    Also in 3 projects that use this

  • MicrosoftSkill

    web-search

    Also in 4 projects that use this

  • VercelSkill

    find-skills

    Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

    Also in 7 projects that use this

  • OpenAISkill

    brainstorming

    You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

    Also in 5 projects that use this

The file

Show its rules and text

We split this skill into the rules it gives an agent

29 rules. 0 are common, 22 are distinctive, and 7 are very specific to this project.

  • 0

    Common

    Most of the 18 edited versions we read keep these.

  • 22

    Distinctive

    This author's own choices. Worth a look.

  • 7

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 18 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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