fit-audit SKILL.md skillA
fit-audit from davidteren/intent-engineering is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add davidteren/intent-engineering/fit-audit@git:20261009.55f76eePins git:20261009.55f76ee in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- davidteren/intent-engineering
- Path
plugins/expectation-fit/skills/fit-audit/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261009.55f76ee, committed Oct 9, 2026
- First version recorded
- Oct 9, 2026
- Size
- 8,847 bytes
- Repository stars
- 3
- License
- MIT
Audit a whole codebase, subsystem, or feature against the expectation-fit 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.
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
# Expectation Fit — Codebase Audit
Assesses the expectation-fit posture of existing code (no diff). Where
`fit-review` judges a change, `fit-audit` judges a body of code: how predictable,
conventional, simple, and usable it is today, scored per dimension with the worst gaps
surfaced first. This is a read-only assessment — it never edits code.
## Argument parsing
`out:`, `prior:` and `lenses:` are shared tokens, defined once in
`${CLAUDE_PLUGIN_ROOT}/references/config-resolution.md` (Shared tokens). Their rows below
list only this skill's difference.
| Token | Effect |
|-------|--------|
| `mode:agent` | Emit JSON instead of markdown. Writes a report file only with `out:`. |
| `out:<path>` | Shared token. |
| `prior:<report-path>` | Shared token. Never changes the audit target. |
| `config:<path>` | Override project config directory (walk-up / `EXPECTATION_FIT_CONFIG_DIR` otherwise). |
| `lenses:<list>` | Shared token. |
| remainder | Path, glob, or named subsystem/feature to audit. Default: the repo (excluding deps, build output, generated, and vendored dirs). |
## Stage 1 — Scope the target
…Read the whole file at its exact version.
How to install
mdr add davidteren/intent-engineering/fit-audit@sha256:7c8c9448c492442bThe line at the top of this page pins the label git:20261009.55f76ee, 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_yyhuqfjcidfo4m4k)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, all committed on Oct 9, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261009.55f76ee latest | 2026-10-09 | 55f76ee | 8,847 B | A | view · diff |
| git:20261009.e1a8e27 | 2026-10-09 | e1a8e27 | 8,808 B | A | view · diff |
| git:20261009.5c19224 | 2026-10-09 | 5c19224 | 8,766 B | A | view · diff |
| git:20261009.2085429 | 2026-10-09 | 2085429 | 8,690 B | A | view · diff |
| git:20261009.a0bddb3 | 2026-10-09 | a0bddb3 | 9,054 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 (8847 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
davidteren/intent-engineering · 3 stars · license MIT · pushed 2026-10-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yyhuqfjcidfo4m4k GET https://markdownregistry.com/api/v1/resolve?ref=davidteren/intent-engineering/fit-audit GET https://markdownregistry.com/api/v1/blob/7c8c9448c492442bc4b484c6cfdadfe858f0fff7e05ac212478a2605bced8d17
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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