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
codex/skills/self-improve/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260927.fa1ba5a, committed Sep 27, 2026
- First version recorded
- Aug 8, 2026
- Size
- 23,513 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 AGENTS.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 AGENTS.md** — the instruction file in the project root, plus any nested ones in subdirectories. At each level use `AGENTS.override.md` when one is present, otherwise `AGENTS.md`: an override replaces that directory's `AGENTS.md` rather than adding to it, so a lesson written to a shadowed file never loads. A nested file scopes its guidance to that subtree, so a lesson scoped to one subtree belongs in the nearest enclosing file, with the root reserved for project-wide rules. - **Auto memory** — one writable memory target resolved for the canonical project root. Prefer a synced Claude Code project-memory source, then a memory-update target explicitly named by the active harness. If neither resolves, skip this destination. - **Skills** — Project skills at `.agents/skills/` (walked from project root down to cwd) and user-installed skills at `~/.agents/skills/` (resolve symlinks) …
Read the whole file at its exact version.
How to install
mdr add tobihagemann/turbo/self-improve@sha256:13d1d17f3ee32e71The 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_jtsu7iueew34mwuo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 8, 2026 and Sep 27, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.fa1ba5a latest | 2026-09-27 | fa1ba5a | 23,513 B | A | view · diff |
| git:20260906.17c9fd0 | 2026-09-06 | 17c9fd0 | 22,420 B | A | view · diff |
| git:20260902.1c68e25 | 2026-09-02 | 1c68e25 | 21,821 B | A | view · diff |
| git:20260830.7de1c4d | 2026-08-30 | 7de1c4d | 20,341 B | A | view · diff |
| git:20260821.03604c6 | 2026-08-21 | 03604c6 | 17,507 B | A | view · diff |
| git:20260808.1a3d4b0 | 2026-08-08 | 1a3d4b0 | 17,210 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 (23513 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_jtsu7iueew34mwuo GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/self-improve GET https://markdownregistry.com/api/v1/blob/13d1d17f3ee32e717d57f2972d723fed826951b1db22879a40ebade8d54231d1
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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