davidteren/intent-engineering · plugins/intent-engineering/skills/ie-audit/SKILL.md

ie-audit skillA

ie-audit is agent-read markdown (skill) from davidteren/intent-engineering: Audit a whole codebase, subsystem, or feature against the intent-engineering lenses (predictability, convention, simplicity, experience, and architecture on supported frameworks) and produce a posture report — per-dimension 0-10 scores plus the top surprise/convention/complexity/UX/structural gaps. Use to assess an existing codebase or area, not a specific diff. Sampling-aware for large targets..

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 davidteren/intent-engineering/ie-audit@git:20260816.c3128f2
Exact content
mdr add davidteren/intent-engineering/ie-audit@sha256:e08232742b1a0c4f

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_i3wgx5udavlfyw6d.svg)](https://markdownregistry.com/a/art_i3wgx5udavlfyw6d)

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Versions

versioncommittedcommitsizeaudit
git:20260816.c3128f2 latest2026-08-16 c3128f2 7,612 BA view · diff
git:20260730.318733d2026-07-30 318733d 7,521 BA view · diff
git:20260730.b5c88db2026-07-30 b5c88db 7,503 BA view · diff
git:20260729.41570b72026-07-29 41570b7 7,698 BA view · diff
git:20260729.451414d2026-07-29 451414d 6,880 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 (7612 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

davidteren/intent-engineering · 3 stars · license MIT · pushed 2026-09-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_i3wgx5udavlfyw6d
GET https://markdownregistry.com/api/v1/resolve?ref=davidteren/intent-engineering/ie-audit
GET https://markdownregistry.com/api/v1/blob/e08232742b1a0c4f61d6a3447eed51eebfbd2eb5c0d00650ffb578b0b7f85f5a

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