claw-score
Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or…
Skill by openclaw
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About
Use cases: testing, data, security
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Files it touches
~/.claude/skills/claw-score
What's inside
- Skill name
claw-score- Description
- Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or committed inventory reports.
- License
- MIT
- Instructions
- 234 lines in SKILL.md · view on GitHub
Files (52)
- SKILL.md
- agent-runtime-and-provider-execution.md · references/completeness/
- android-app.md · references/completeness/
- anthropic-provider-path.md · references/completeness/
- automation-cron-hooks-tasks-polling.md · references/completeness/
- browser-automation-and-exec-sandbox-tools.md · references/completeness/
- browser-control-ui-and-webchat.md · references/completeness/
- channel-framework.md · references/completeness/
- clawhub-and-external-plugin-distribution.md · references/completeness/
- cli-install-update-onboard-doctor.md · references/completeness/
- discord.md · references/completeness/
- docker-podman-hosting.md · references/completeness/
- feishu-qq-bot-wechat-yuanbao-zalo-zalo-personal-regional-channels.md · references/completeness/
- gateway-runtime.md · references/completeness/
- google-chat.md · references/completeness/
- google-provider-path.md · references/completeness/
- image-video-music-generation-tools.md · references/completeness/
- imessage-bluebubbles.md · references/completeness/
- ios-app.md · references/completeness/
- kubernetes-hosting.md · references/completeness/
- linux-companion-app.md · references/completeness/
- linux-gateway-host.md · references/completeness/
- local-model-providers-ollama-vllm-sglang-lm-studio.md · references/completeness/
- long-tail-hosted-providers.md · references/completeness/
- macos-companion-app.md · references/completeness/
- macos-gateway-host.md · references/completeness/
- matrix.md · references/completeness/
- mattermost-line-irc-nextcloud-talk-nostr-twitch-tlon-synology-chat.md · references/completeness/
- media-understanding-and-media-generation.md · references/completeness/
- microsoft-teams.md · references/completeness/
- multi-agent-orchestration.md · references/completeness/
- native-windows-cli-and-gateway.md · references/completeness/
- native-windows-companion-app.md · references/completeness/
- nix-install-path.md · references/completeness/
- openai-codex-provider-path.md · references/completeness/
- openclaw-app-sdk.md · references/completeness/
- openrouter-provider-path.md · references/completeness/
- plugin-sdk-and-bundled-plugin-architecture.md · references/completeness/
- raspberry-pi-small-linux-devices.md · references/completeness/
- security-auth-pairing-and-secrets.md · references/completeness/
- session-memory-and-context-engine.md · references/completeness/
- signal.md · references/completeness/
- slack.md · references/completeness/
- telegram.md · references/completeness/
- telemetry-diagnostics-and-observability.md · references/completeness/
- tui-and-terminal-ux.md · references/completeness/
- voice-and-realtime-talk.md · references/completeness/
- voice-call-channel.md · references/completeness/
- watchos-companion-surfaces.md · references/completeness/
- web-search-tools.md · references/completeness/
- whatsapp.md · references/completeness/
- windows-via-wsl2.md · references/completeness/
SKILL.md (first lines)
# claw-score
Use this skill when working on the OpenClaw maturity scorecard in this repo.
This is the openclaw-local version of the maintainer `claw-score` workflow:
it keeps the taxonomy and scorecard concepts, but excludes discrawl and the old
committed `inventory/` report tree.
## Authority
This skill owns the operational workflow for:
- `taxonomy.yaml`
- `qa/maturity-scores.yaml`
- `docs/concepts/qa-e2e-automation.md`
- `qa/scenarios/index.yaml`
Keep person-specific, maintainer-private, Discord archive, and discrawl facts
out of this repo. If a score needs private evidence, use the redacted
`qa-evidence.json` artifact shape generated by OpenClaw QA workflows.
## Source Model
- `taxonomy.yaml` is the hand-edited source of truth for surfaces, levels,
QA profiles, categories, feature coverage IDs, docs refs, LTS overrides, and
completeness-instruction paths.
- Each feature has exactly one `coverageIds` entry. Keep that evidence ID
unique to the feature; broader many-to-many evidence mapping is not part of
the current taxonomy schema.
- Coverage IDs use dotted `namespace.behavior` form, with lowercase
alphanumeric/dash segments. Profile, surface, and category IDs may remain
dashed or dotted.
- Keep categories and feature names unique, product-shaped, and broader than raw
coverage IDs. Do not promote generic IDs into standalone feature names.
- Avoid duplicate coverage-ID bundles under different feature names in one
category.
- `qa/maturity-scores.yaml` is the committed aggregate source for Quality,
Completeness, and LTS review state.
- `extensions/qa-lab/src/scorecard-taxonomy.ts` exports
`readValidatedQaMaturityScoreSources`; use it to validate score output.
- Generated public docs are `docs/maturity/scorecard.md` and
`docs/maturity/taxonomy.md`; both come from `pnpm maturity:render`. Do not
hand-edit generated Markdown to change score results.
- `qa-evidence.json` artifacts provide per-run QA scorecard evidence. Release
profile artifacts are the source of truth for Coverage. They can enrich
generated artifact docs, but they are not committed as inventory.
## Commands
Run from the openclaw repo root.
Validate taxonomy YAML structure and the maturity score schema after source
edits:
```bash
node --import tsx --input-type=module <<'NODE'
import fs from "node:fs";
import YAML from "yaml";
import { readValidatedQaMaturityScoreSources } from "./extensions/qa-lab/src/scorecard-taxonomy.ts";
for (const file of ["taxonomy.yaml", "qa/scenarios/index.yaml"]) {
YAML.parse(fs.readFileSync(file, "utf8"));
}
readValidatedQaMaturityScoreSources();
NODE
```
Check docs when touching docs prose:
```bash
pnpm check:docs
```
Run focused QA/profile checks when changing coverage IDs or profile membership:
```bash
pnpm openclaw qa coverage --json
```
## Full Generation Runs
For a direct full scorecard run that publishes the generated-doc pull request,
use floating `main` resolution by default:
```bash
gh workflow run maturity-scorecard.yml \
--repo openclaw/openclaw \
--ref main \
-f ref=main \
-f expected_sha='' \
-f publish_pull_request=true \
-f allow_failures=true
```
Do not resolve `main` locally and pass that commit as both `ref` and
`expected_sha` for an ordinary manual generation run. OpenClaw's `main` moves
quickly, so the caller-selected commit can become stale before validation. The
workflow then correctly rejects publication when the pull request base contains
newer maturity inputs, and QA never starts.
With `ref=main` and a blank `expected_sha`, the workflow's
`floating_default_branch` path fetches and freezes the current remote default
branch inside validation before handing an immutable revision to downstream
jobs. Use an explicit SHA only when the requested evidence must remain bound to
that exact revision, such as a release-candidate workflow call or an
artifact-only historical reproduction. If that exact-revision run also requests
publication and `main` has changed relevant inputs, expect validation to fail and
dispatch again from floating `main` instead.
## Scoring Workflow
When asked to score or refresh a surface:
1. Read the surface in `taxonomy.yaml`.
2. Read the surface completeness rubric under
`.agents/skills/claw-score/references/completeness/`.
3. Gather public repo evidence from docs, source, tests, and QA scenario
metadata.
4. Prefer existing release profile `qa-evidence.json` artifacts for executed
proof.From openclaw/openclaw, MIT.
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Signals
- Stars
- 392,925
- Forks
- 82,585
- Open issues
- 4,992
- Last commit (this folder)
- Oct 24, 2026 (3 days ago)
- Last release
- Oct 24, 2026 (3 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/openclaw/openclaw
- Website
- openclaw.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
claw-score skill. Agent Mart. https://agentmart.dev/skills/openclaw-claw-score (last updated 2026-10-24)