jaypokale/chisle · skills/chisle-audit/SKILL.md

chisle-audit skillA

chisle-audit is agent-read markdown (skill) from jaypokale/chisle: One-shot efficiency audit of a file, diff, or whole repo across BOTH axes at once: over-engineered code (reinvented stdlib, needless abstractions, speculative config) AND bloated prose (verbose comments, padded docstrings, redundant doc sections). Neither a pure code-minimizer nor a pure prose compressor does both in one pass. That's the point. Ranked report, biggest saving first; changes nothing. Use when the user says "chisle audit", "/chisle-audit", "audit this for bloat", "what can I cut", ".

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add jaypokale/chisle/chisle-audit@git:20260911.dea14e2
Exact content
mdr add jaypokale/chisle/chisle-audit@sha256:8d1663e17dd6826b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xtqy57j2synesibs.svg)](https://markdownregistry.com/a/art_xtqy57j2synesibs)

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Versions

versioncommittedcommitsizeaudit
git:20260911.dea14e2 latest2026-09-11 dea14e2 2,758 BA view · diff
git:20260728.f0241192026-07-28 f024119 2,770 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2758 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

GitHub

jaypokale/chisle · 434 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xtqy57j2synesibs
GET https://markdownregistry.com/api/v1/resolve?ref=jaypokale/chisle/chisle-audit
GET https://markdownregistry.com/api/v1/blob/8d1663e17dd6826b641b59f0af1ed68e9f4bdd2edb06168d90a8e82fbc2cf6e5

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.