self-improve SKILL.md skillA
self-improve from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tobihagemann/turbo/self-improve@git:20260927.fa1ba5aPins git:20260927.fa1ba5a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tobihagemann/turbo
- Path
claude/skills/self-improve/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260927.fa1ba5a, committed Sep 27, 2026
- First version recorded
- Aug 19, 2026
- Size
- 20,799 bytes
- Repository stars
- 418
- License
- MIT
Extract lessons from the current session, or sweep the project's past sessions when asked, and route them to the appropriate knowledge layer (project AGENTS.md, auto memory, existing skills, or new skills). Use when the user asks to "self-improve", "distill this session", "distill past sessions", "sweep past sessions", "extract lessons from all sessions", "save learnings", "update CLAUDE.md with what we learned", "capture session insights", "remember this for next time", "extract lessons…
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
# Self-Improve Review the current conversation, or the project's past sessions when asked, to extract durable lessons and route each one to the right knowledge layer. ## Step 1: Detect Context Available destinations: - **Project CLAUDE.md / AGENTS.md** — The root `.claude/CLAUDE.md` (may be a symlink to `../AGENTS.md` — resolve it), plus any nested `CLAUDE.md` / `AGENTS.md` files in subdirectories. Claude Code loads a subdirectory's file on demand when files in that subtree are accessed, so a lesson scoped to one subtree belongs in the nearest enclosing file, with the root reserved for project-wide rules. - **Auto memory** — The project-specific memory directory named by the active harness. An effective `autoMemoryDirectory` setting overrides its location; otherwise it normally lives at `<Claude config home>/projects/<encoded project root>/memory/`, where the config home is `CLAUDE_CONFIG_DIR` when set and `~/.claude` otherwise. The key replaces every character outside `A-Za-z0-9` with `-`, and long keys may be truncated and hashed, so prefer the exact harness-provided path over recomputing it. List the directory and read `MEMORY.md` if it exists. …
Read the whole file at its exact version.
How to install
mdr add tobihagemann/turbo/self-improve@sha256:eb85e81898a83496The line at the top of this page pins the label git:20260927.fa1ba5a, 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_x3it66k7cnohayyb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 19, 2026 and Sep 27, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.fa1ba5a latest | 2026-09-27 | fa1ba5a | 20,799 B | A | view · diff |
| git:20260906.17c9fd0 | 2026-09-06 | 17c9fd0 | 19,706 B | A | view · diff |
| git:20260902.1c68e25 | 2026-09-02 | 1c68e25 | 19,139 B | A | view · diff |
| git:20260830.7de1c4d | 2026-08-30 | 7de1c4d | 17,866 B | A | view · diff |
| git:20260819.202ba09 | 2026-08-19 | 202ba09 | 17,405 B | A | view · diff |
| git:20260819.7af152e | 2026-08-19 | 7af152e | 17,441 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 (20799 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
tobihagemann/turbo · 418 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x3it66k7cnohayyb GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/self-improve GET https://markdownregistry.com/api/v1/blob/eb85e81898a83496d830f54682e0cfe3b1333623709d3622a029bc891c933eeb
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.
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