learn SKILL.md skillA
learn from agenttoolkit/altk-evolve is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agenttoolkit/altk-evolve/learn@git:20260507.d7a3f49Pins git:20260507.d7a3f49 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agenttoolkit/altk-evolve
- Path
platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/learn/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260507.d7a3f49, committed May 7, 2026
- First version recorded
- May 4, 2026
- Size
- 11,302 bytes
- Repository stars
- 136
- License
- Apache-2.0
Must be used near the end of any non-trivial turn that produced potentially reusable tools, guidance, errors, workarounds, or workflows, so those lessons are saved for future turns.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Entity Generator ## Overview This skill analyzes the current conversation to extract actionable instructions that would help on similar tasks in the future. It **identifies errors encountered during the conversation** - tool failures, exceptions, wrong approaches, retry loops - and provides recommendations to prevent those errors from recurring. This skill should take note of the concrete solution which solved a concrete problem, not an abstract idea. When the successful resolution involves a non-trivial workaround, parser, command sequence, or fallback pipeline that could be used to avoid wasted effort, capture that solution as a reusable artifact first, then save entities that point future agents to use it. ## When To Use Use this skill after completing meaningful work in the turn, especially when encountering: - tool failures - permission issues - missing dependencies - retries or abandoned approaches - reusable command sequences or scripts Examples of artifacts that must be immediately created once proven as the successful solution include: - an inline Python, shell, or other heredoc script - a command assembled interactively over multiple retries …
Read the whole file at its exact version.
How to install
mdr add agenttoolkit/altk-evolve/learn@sha256:0091f788f000f62fThe line at the top of this page pins the label git:20260507.d7a3f49, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zegbvq7qeuf7qvvr)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 4, 2026 and May 7, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260507.d7a3f49 latest | 2026-05-07 | d7a3f49 | 11,302 B | A | view · diff |
| git:20260504.09b173d | 2026-05-04 | 09b173d | 10,436 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11302 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agenttoolkit/altk-evolve · 136 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zegbvq7qeuf7qvvr GET https://markdownregistry.com/api/v1/resolve?ref=agenttoolkit/altk-evolve/learn GET https://markdownregistry.com/api/v1/blob/0091f788f000f62fdd93ac452193f5aeb59913da8403cb92ca36da34cbc58dd0
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from agenttoolkit/altk-evolve
Every file in agenttoolkit/altk-evolve