self-improve SKILL.md skillA
self-improve from nguyenthienthanh/aura-frog is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nguyenthienthanh/aura-frog/self-improve@git:20261029.ef4dc34Pins git:20261029.ef4dc34 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nguyenthienthanh/aura-frog
- Path
archon-os/skills/self-improve/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261029.ef4dc34, committed Oct 29, 2026
- First version recorded
- Oct 29, 2026
- Size
- 5,091 bytes
- Repository stars
- 26
- License
- MIT
Full learning loop for the Archon OS plugin: analyze collected learning data from Supabase to identify success patterns, failure patterns, optimization opportunities, and agent performance trends, then apply learned improvements — update rules, adjust agent routing, modify workflow configurations, and generate knowledge base entries.
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
> **AI-consumed reference.** Optimized for Claude to read during execution. > Human-readable explanation: see [docs/architecture/HIERARCHICAL_PLANNING.md](../../../docs/architecture/HIERARCHICAL_PLANNING.md) > or [docs/getting-started/](../../../docs/getting-started/) depending on topic. # Self-Improve Skill Full learning loop: **Analyze** collected learning data (success/failure patterns, optimization opportunities, agent performance) → **Apply** learned improvements (update rules, adjust agent routing, modify workflow configs, generate knowledge entries). --- ## Analyze Analyze learning data from Supabase: success/failure patterns, optimization opportunities, agent performance. Runs before Apply — its `v_improvement_suggestions` output feeds the Apply process below. ### Analyze Usage ```bash /archon learn analyze # Full analysis /archon learn analyze --period 30d # Last 30 days /archon learn analyze --focus agents # Agent performance /archon learn analyze --focus workflows # Workflow patterns /archon learn analyze --focus feedback # User feedback ``` ### Analyze Process #### 1. Query Supabase Views ```toon …
Read the whole file at its exact version.
How to install
mdr add nguyenthienthanh/aura-frog/self-improve@sha256:05ecdea8d093c850The line at the top of this page pins the label git:20261029.ef4dc34, 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_xs5cm72xsicj7rdx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 29, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261029.ef4dc34 latest | 2026-10-29 | ef4dc34 | 5,091 B | A | view · diff |
| git:20261029.30f94d9 | 2026-10-29 | 30f94d9 | 5,019 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 (5091 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
nguyenthienthanh/aura-frog · 26 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xs5cm72xsicj7rdx GET https://markdownregistry.com/api/v1/resolve?ref=nguyenthienthanh/aura-frog/self-improve GET https://markdownregistry.com/api/v1/blob/05ecdea8d093c85073c6ce0cb0a9d807c9f32b0adda96e433ab90784769bd998
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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