self-improve is agent-read markdown (skill) from ginlix-ai/langalpha: Report issues and propose fixes to improve your own capabilities when you encounter errors or limitations.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Self-Improvement
You have access to `gh` CLI and `git` in the sandbox. Use this skill when
you encounter bugs, errors, or limitations in your own capabilities during
your work.
## When to Activate This Skill
Recognize these situations during your normal work:
- A tool call fails with an unexpected error
- A skill's instructions (SKILL.md) have wrong examples or outdated API usage
- An MCP tool returns malformed or unexpected data
- A prompt instruction is unclear, contradictory, or missing
- A sandbox script or package is broken or misconfigured
- You notice a code pattern that would make your work more effective if fixed
**Always ask the user for consent before filing an issue or creating a PR.**
Briefly explain what you found and what you want to report, then ask for
approval. Do NOT file anything without explicit user confirmation.
**Do NOT derail the user's current task.** Keep the consent request brief,
file the issue quickly after approval, then continue with the user's request.
## Authentication
- `GITHUB_TOKEN` env var is pre-configured (injected from `GITHUB_BOT_TOKEN`)
- Git identity is set via env vars — no `git config` needed
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_nsoxjpvjalqqoebk
GET https://markdownregistry.com/api/v1/resolve?ref=ginlix-ai/langalpha/self-improve
GET https://markdownregistry.com/api/v1/blob/fd5d21b6f016b0506c8917d5be373fdac5e045a4d94815a2446a123482fe5aad
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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eai-org/agent-toolkit · skills/self-improve/SKILL.md · Capture durable user feedback into the governing skill/doc, or propose creating a new skill when no suitable one…
