coding-agent-optimization SKILL.md skillA
coding-agent-optimization from peterbamuhigire/chwezi-dev-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add peterbamuhigire/chwezi-dev-engine/coding-agent-optimization@git:20260929.65e3315Pins git:20260929.65e3315 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- peterbamuhigire/chwezi-dev-engine
- Path
skills/ai/coding-agent-optimization/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260929.65e3315, committed Sep 29, 2026
- First version recorded
- Aug 2, 2026
- Size
- 16,564 bytes
- Repository stars
- 28
- License
- MIT
Use when auditing or tuning a development machine's Claude Code or Codex setup for context, model, subagent, permission, or token efficiency, deciding when to compact a long session, or running independent lanes in parallel safely. Analyse local capabilities first; apply only supported reversible changes.
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
# Coding Agent Optimisation Analyse one development device, then tune its coding-agent configuration to reduce context waste, unnecessary model spend, unsafe delegation, and repeated work. Keep the canonical procedure vendor-neutral; use the Codex and Claude Code adapters only after the local runner and schema have been identified. ## Prerequisites Load `anti-ai-slop`, `skill-composition-standards`, and `world-class-engineering` first. Load `skill-engine-audit` (skill safety gate) before accepting or applying a new optimisation workflow. After inventory, load only the relevant adapter: [Codex](references/codex.md) or [Claude Code](references/claude-code.md). ## When this skill applies - Audit a new Windows, macOS, Linux, WSL, or container-based development device. - Tune Codex or Claude Code for smaller bounded workers and cleaner contexts. - Port an agent configuration to another PC without copying unsupported keys or model identifiers. - Review a configuration that appears to consume too many tokens or spawn too many workers. - Prepare a safe, reversible patch for global or project-level agent settings. …
Read the whole file at its exact version.
How to install
mdr add peterbamuhigire/chwezi-dev-engine/coding-agent-optimization@sha256:2bb3203744ca1457The line at the top of this page pins the label git:20260929.65e3315, 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_rdsua2dm56isntkj)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 2, 2026 and Sep 29, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260929.65e3315 latest | 2026-09-29 | 65e3315 | 16,564 B | A | view · diff |
| git:20260924.eb7972e | 2026-09-24 | eb7972e | 16,450 B | A | view · diff |
| git:20260916.2b57163 | 2026-09-16 | 2b57163 | 15,530 B | A | view · diff |
| git:20260907.eeff124 | 2026-09-07 | eeff124 | 14,233 B | A | view · diff |
| git:20260907.1b775c1 | 2026-09-07 | 1b775c1 | 11,706 B | A | view · diff |
| git:20260802.9193307 | 2026-08-02 | 9193307 | 11,495 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 (16564 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
peterbamuhigire/chwezi-dev-engine · 28 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rdsua2dm56isntkj GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/coding-agent-optimization GET https://markdownregistry.com/api/v1/blob/2bb3203744ca145743ebf0f4eb0e5d44952a475aee84f58494943838925f0111
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.