assess-findings SKILL.md skillA
assess-findings from bjcoombs/ai-native-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bjcoombs/ai-native-toolkit/assess-findings@git:20261011.6157131Pins git:20261011.6157131 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bjcoombs/ai-native-toolkit
- Path
skills/assess-findings/SKILL.md- Versions recorded
- 17
- Latest version
- git:20261011.6157131, committed Oct 11, 2026
- First version recorded
- Jun 25, 2026
- Size
- 70,936 bytes
- Repository stars
- 32
- License
- Apache-2.0
Renders the /assess report from the deterministic run-context.json and the layer scorecard - the scorecard, the verbatim cross-layer findings, lying signals, and the mandatory Top 3 Actions. TRIGGER when the /assess orchestrator reaches the report-writing step; not a standalone user command.
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
# Assess Findings Writer The report-writing half of `/assess`. The deterministic core has written `.assess/run-context.json` (the data bus) and the `assess-layer-scorer` agent has returned the 0-8 scorecard. Your job is to assemble `.assess/assess-report.md`: the scorecard, the snapshots, the **verbatim** cross-layer findings, the lying signals, and the Top 3 Actions. The deterministic parts are not yours to invent - you paste them. You write the prose *around* a findings section you cannot omit or reorder. This is the deterministic-core-writes-data / LLM-writes-prose split that makes the report reproducible regardless of which model drives the run. ## Inputs - `$REPO_ROOT/.assess/run-context.json` - the data bus (findings, attention, keyhole summary, prescribed actions, stats, diff). - The scorecard returned by the `assess-layer-scorer` agent (the 0-8 score, per-layer verdicts, maturity label), with its `evidence` list already re-checked by `lib/evidence_check.py`: only entries that held on disk remain there; the rejected ones arrive separately under `evidence_rejected`, each with the `reason` the check gave. …
Read the whole file at its exact version.
How to install
mdr add bjcoombs/ai-native-toolkit/assess-findings@sha256:fe1f6d0e9112b6feThe line at the top of this page pins the label git:20261011.6157131, 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_353nhy4quj3eqyg3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 17 versions of this file, between Jun 25, 2026 and Oct 11, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.6157131 latest | 2026-10-11 | 6157131 | 70,936 B | A | view · diff |
| git:20261009.c6741c0 | 2026-10-09 | c6741c0 | 69,797 B | A | view · diff |
| git:20261009.23eb4bd | 2026-10-09 | 23eb4bd | 68,891 B | A | view · diff |
| git:20261008.11a01e8 | 2026-10-08 | 11a01e8 | 68,688 B | A | view · diff |
| git:20261008.202498d | 2026-10-08 | 202498d | 67,656 B | A | view · diff |
| git:20261008.163f9d9 | 2026-10-08 | 163f9d9 | 65,952 B | A | view · diff |
| git:20260921.f3d3226 | 2026-09-21 | f3d3226 | 64,171 B | A | view · diff |
| git:20260919.4f7e4cb | 2026-09-19 | 4f7e4cb | 64,076 B | A | view · diff |
| git:20260919.774e1f4 | 2026-09-19 | 774e1f4 | 63,768 B | A | view · diff |
| git:20260919.6ad8c8f | 2026-09-19 | 6ad8c8f | 63,249 B | A | view · diff |
| git:20260919.aa00198 | 2026-09-19 | aa00198 | 62,649 B | A | view · diff |
| git:20260919.45638e7 | 2026-09-19 | 45638e7 | 62,533 B | A | view · diff |
| git:20260914.57704bd | 2026-09-14 | 57704bd | 55,139 B | A | view · diff |
| git:20260721.3c7d289 | 2026-07-21 | 3c7d289 | 54,965 B | A | view · diff |
| git:20260707.8919df1 | 2026-07-07 | 8919df1 | 53,611 B | A | view · diff |
| git:20260707.6012fa2 | 2026-07-07 | 6012fa2 | 51,964 B | A | view · diff |
| git:20260625.d8603dc | 2026-06-25 | d8603dc | 51,411 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 (70936 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
bjcoombs/ai-native-toolkit · 32 stars · license Apache-2.0 · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_353nhy4quj3eqyg3 GET https://markdownregistry.com/api/v1/resolve?ref=bjcoombs/ai-native-toolkit/assess-findings GET https://markdownregistry.com/api/v1/blob/fe1f6d0e9112b6fe5e4affa49a23bfdaa354ebc43c4723bbd95a689e6e589d75
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.