kw-engine

Name: kw-engine
Author: chenpg2

kw-engine: methodology evolution engine substrate. Distill → abstract → synthesize → search by problem structure.

by chenpg2(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

See reviews

About

Imported from chenpg2/kw-engine (AGENTS.md). Install upstream with npx skills add chenpg2/kw-engine. Copyright stays with the author.

AGENTS.md

kw-engine: methodology evolution engine substrate. Distill → abstract → synthesize → search by problem structure.

Commands

uv run kw reindex --memory-dir path   # rebuild SQLite + index.json from markdown
uv run kw verify --memory-dir path    # run SCHEMA §6 invariants
uv run kw status --memory-dir path    # show counts + pending/stale state
uv run pytest                          # all tests
uv run ruff check .                    # lint
uv run mypy src/                       # type check

Conventions

Markdown is truth; SQLite + index.json are derived (kw reindex rebuilds both)
Paper id = PDF filename stem
Principle id = P-#### (zero-padded)
All models in models.py; store/ never imports from cli.py
No silent fallback: validation errors raise, never coerce.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

chenpg2-kw-engine-kw-engine.ocm.jsonjson

{
  "ocm": "1",
  "id": "chenpg2-kw-engine-kw-engine",
  "kind": "skill",
  "name": "kw-engine",
  "description": "kw-engine: methodology evolution engine substrate. Distill → abstract → synthesize → search by problem structure.",
  "publisher": "chenpg2",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "github-agents"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "kw-engine: methodology evolution engine substrate. Distill → abstract → synthesize → search by problem structure."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github-agents",
      "repository": "https://github.com/chenpg2/kw-engine",
      "path": "AGENTS.md",
      "ref": "be2ebd1e8ff98d52fc99cabfb320dc8bd0fb79bc",
      "url": "https://github.com/chenpg2/kw-engine/blob/be2ebd1e8ff98d52fc99cabfb320dc8bd0fb79bc/AGENTS.md",
      "key": "chenpg2/kw-engine/AGENTS.md"
    }
  },
  "instructions": "# AGENTS.md\n\nkw-engine: methodology evolution engine substrate. Distill → abstract → synthesize → search by problem structure.\n\n## Commands\n\n```\nuv run kw reindex --memory-dir path   # rebuild SQLite + index.json from markdown\nuv run kw verify --memory-dir path    # run SCHEMA §6 invariants\nuv run kw status --memory-dir path    # show counts + pending/stale state\nuv run pytest                          # all tests\nuv run ruff check .                    # lint\nuv run mypy src/                       # type check\n```\n\n## Conventions\n\n- Markdown is truth; SQLite + index.json are derived (kw reindex",
  "cost": {
    "context_tokens": 201
  }
}

Fetch it by URL: GET /api/v1/registry/chenpg2-kw-engine-kw-engine/manifest?version=1.0.0