Spec discovery

Skill aiskillstore/marketplace/skills/consiliency/spec-discovery

Parse specs to extract IDs, titles, and traceability metadata (repo, path, hash).From its SKILL.md

Install

npx -y skills add aiskillstore/marketplace --skill spec-discovery

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.

SKILL.md

2.0 KB, 508 tokens by cl100k_base, as published. Nobody here has run it

Spec Discovery Skill

Locate specs and external request headers, extract IDs (e.g., REQ-NOTIFY-001), and return traceable metadata for downstream agents.

Variables

Variable	Default	Description
ROOT	.	Primary repository root
EXTRA_REPOS	[]	Additional repo roots containing `specs/`
INCLUDE_EXTERNAL_REQUESTS	true	Scan `specs/external-requests/`
OUTPUT_FORMAT	json	json or toon manifest output

Workflow (Mandatory)

Load repositories: ROOT + EXTRA_REPOS
Walk specs: specs/, specs/external-requests/, skip specs/templates/
Parse headings: match ^#+\s*(REQ-[A-Za-z0-9_-]+)\s*:?\s*(.*)$
Normalize: path relative to repo root, anchor from ID + title
Traceability: compute SHA-256 of file content; record source_repo, path, hash
Emit manifest: sorted by repo → path → ID in JSON/TOON (see Output Schema)

Red Flags (Stop & Verify)

No IDs detected in a spec file → confirm heading format before skipping
Duplicate spec IDs across repos → flag in the manifest notes field
Missing specs/ directory → report empty result rather than failing

Output Schema

{
  "format": "spec-manifest/v1",
  "generated_at": "<ISO-8601 UTC>",
  "sources": [
    {"repository": "<repo-name>", "root": "<abs-path>"}
  ],
  "specs": [
    {
      "id": "REQ-NOTIFY-001",
      "title": "Email Sending Endpoint",
      "source_repo": "ai-dev-kit",
      "path": "specs/external-requests/notify.md",
      "link": "specs/external-requests/notify.md#req-notify-001-email-sending-endpoint",
      "hash": "<sha256-of-file>"
    }
  ]
}

Provider Notes

Use this skill when other commands request /ai-dev-kit:specs-find or spec traceability.
Prefer JSON for machine workflows; use TOON for compact prompt embedding.
Preserve ID/title casing; anchors should be lowercase + hyphenated.

What ships with it: 1 file

16.2 KB alongside SKILL.md

skill-report.json16.2 KB