evolving-loop SKILL.md skillA
evolving-loop from claude-world/director-mode-lite is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add claude-world/director-mode-lite/evolving-loop@git:20260831.099306aPins git:20260831.099306a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- claude-world/director-mode-lite
- Path
skills/evolving-loop/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260831.099306a, committed Aug 31, 2026
- First version recorded
- Jan 16, 2026
- Size
- 9,518 bytes
- Repository stars
- 80
- License
- MIT
Self-Evolving Development Loop - Dynamic skill generation with learning and evolution.
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-Evolving Development Loop Execute an autonomous development cycle that dynamically generates, validates, and evolves its own execution strategy. Integrates with Meta-Engineering memory system for pattern learning and tool evolution. > **Architecture Details**: See [docs/EVOLVING-LOOP-ARCHITECTURE.md](https://github.com/claude-world/director-mode-lite/blob/main/docs/EVOLVING-LOOP-ARCHITECTURE.md) --- ## Usage ```bash # Start new task /evolving-loop "Your task description Acceptance Criteria: - [ ] Criterion 1 - [ ] Criterion 2 " # Flags /evolving-loop --resume # Resume interrupted session /evolving-loop --status # Check status /evolving-loop --force # Clear and restart /evolving-loop --evolve # Trigger manual evolution /evolving-loop --memory # Show memory system status ``` --- ## How It Works ``` ┌──────────────────────────────────────────────────────┐ │ 8-Phase Self-Evolving Loop │ ├──────────────────────────────────────────────────────┤ │ │ │ Phase -2: CONTEXT_CHECK → Check token pressure │ │ Phase -1A: PATTERN_LOOKUP → Match task patterns │ …
Read the whole file at its exact version.
How to install
mdr add claude-world/director-mode-lite/evolving-loop@sha256:e268fbeaca5c287cThe line at the top of this page pins the label git:20260831.099306a, 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_xmhumooehm4tfyny)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jan 16, 2026 and Aug 31, 2026, about one every 76 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260831.099306a latest | 2026-08-31 | 099306a | 9,518 B | A | view · diff |
| git:20260706.0110500 | 2026-07-06 | 0110500 | 8,753 B | A | view · diff |
| git:20260706.14c5553 | 2026-07-06 | 14c5553 | 7,458 B | A | view · diff |
| git:20260116.d89779c | 2026-01-16 | d89779c | 7,397 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 (9518 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
claude-world/director-mode-lite · 80 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xmhumooehm4tfyny GET https://markdownregistry.com/api/v1/resolve?ref=claude-world/director-mode-lite/evolving-loop GET https://markdownregistry.com/api/v1/blob/e268fbeaca5c287c2b26d681104a53d673f5490e687a341ad6af6cca08a567b9
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.