cli-classifier SKILL.md skillA
cli-classifier from michelkerkmeester/skilled-agent-harness_spec-driven-loops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/cli-classifier@v0.8.2.0Pins v0.8.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- michelkerkmeester/skilled-agent-harness_spec-driven-loops
- Path
.skilled/skills/cli-classifier/SKILL.md- Versions recorded
- 5
- Latest version
- v0.8.2.0, committed Oct 14, 2026
- First version recorded
- Oct 4, 2026
- Size
- 8,610 bytes
- Repository stars
- 39
- License
- MIT
Routes typed classifier judgment requests to the hosted Jev transport via mode-registry.json; future classifiers join as modes.
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
<!-- Keywords: cli-classifier, cli-jev, cli-usage, jev, typed judgment, jev-mcp, hosted classifier, noul, jev choice, jev score --> # cli-classifier - Classifier Transport Hub One public skill identity for typed classifier judgments. The hub holds the hosted Jev transport as mode `cli-jev` today, with its own packet. A future classifier backend joins as a new mode and packet. The hub holds no packet-local logic; it routes by `workflowMode` through `mode-registry.json` and uses `hub-router.json` for router policy, signals and outcomes. --- ## 1. WHEN TO USE Use this skill when a request needs a typed judgment from a classifier or needs to know whether one is usable. | Mode | Packet | Kind | Use it for | Tool posture | |------|--------|------|------------|--------------| | `cli-jev` | `cli-jev` | transport | A hosted Jev judgment through the `jev` CLI or its MCP surface: a probability, one option key, an ordered score position or a batch of keyed answers | Read and Bash only, mutates nothing | This is the hub's only mode today. A future classifier backend belongs in its own new mode and packet. A caller names the classifier it wants, and transports never fail over silently. …
Read the whole file at its exact version.
How to install
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/cli-classifier@sha256:02e1682734960bdeThe line at the top of this page pins the label v0.8.2.0, 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_gjnjcoc7yqejur66)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 4, 2026 and Oct 14, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.8.2.0 latest | 2026-10-14 | a4e543c | 8,610 B | A | view · diff |
| v0.8.1.0 | 2026-10-10 | 7c7c44b | 8,610 B | A | view · diff |
| v0.8.0.0 | 2026-10-05 | bff54ab | 8,610 B | A | view · diff |
| v0.8.0.0 | 2026-10-04 | e16f788 | 8,454 B | A | view · diff |
| v0.7.0.0 | 2026-10-04 | a4e2728 | 8,401 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 (8610 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
michelkerkmeester/skilled-agent-harness_spec-driven-loops · 39 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gjnjcoc7yqejur66 GET https://markdownregistry.com/api/v1/resolve?ref=michelkerkmeester/skilled-agent-harness_spec-driven-loops/cli-classifier GET https://markdownregistry.com/api/v1/blob/02e1682734960bdec861049046d00e2c99962ba74ada6efc91a482f7e54dec78
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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