self-improve SKILL.md skillA
self-improve from nitinjain999/platform-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nitinjain999/platform-skills/self-improve@git:20261018.90b97a9Pins git:20261018.90b97a9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nitinjain999/platform-skills
- Path
plugins/platform-skills/skills/self-improve/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261018.90b97a9, committed Oct 18, 2026
- Size
- 27,636 bytes
- Repository stars
- 70
- License
- Apache-2.0
Bootstrap and operate a self-improving agent workspace. Scaffolds .learnings/ and memory/ directories, captures errors and learnings during a session, detects recurring patterns, recalls verified lessons, and promotes stable entries to scoped rule files (.claude/rules/ or ~/.claude/rules/). Also implements the Proactive Agent pillars — WAL protocol, working buffer, SESSION-STATE, daily notes, VBR, VFM scoring, ADL decision logic, heartbeat, and reverse prompting. Use when asked to…
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
Bootstrap and operate a self-improving, proactive agent workspace. ## Path Resolution (applies to all modes) Before executing any mode, resolve `LEARNINGS_BASE`: 1. If mode is `init global` → use `~/.claude/` 2. Else if mode is `init local` → use `.` (current working directory) 3. Else if `~/.claude/.learnings/` exists → use `~/.claude/` as base (global setup) 4. Else if `.learnings/` exists in the current working directory → use `.` as base (project setup) 5. Else if mode is `init` (no argument) → ask the user to choose (see init mode below) 6. Else → default to `~/.claude/`, create the directories, and inform the user that global setup was auto-created `~/.claude/` resolves consistently across all platforms (macOS, Linux, Windows) because Claude Code uses `os.homedir()` for `~`. On Windows this maps to `C:\Users\<you>\.claude\` — no manual path adjustment needed. All path references in every mode below use `LEARNINGS_BASE` as the root: | Logical path | Resolved path (global) | Resolved path (project) | |---|---|---| | `.learnings/LEARNINGS.md` | `~/.claude/.learnings/LEARNINGS.md` | `.learnings/LEARNINGS.md` | …
Read the whole file at its exact version.
How to install
mdr add nitinjain999/platform-skills/self-improve@sha256:27029861d56f6743The line at the top of this page pins the label git:20261018.90b97a9, 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_tr3ficdql7z46r7o)
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Versions
The registry has recorded 1 version of this file, committed on Oct 18, 2026.
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 (27636 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
nitinjain999/platform-skills · 70 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tr3ficdql7z46r7o GET https://markdownregistry.com/api/v1/resolve?ref=nitinjain999/platform-skills/self-improve GET https://markdownregistry.com/api/v1/blob/27029861d56f67438693750fccd18491f391643d325b6fabff23006ac941a878
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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