openclaw-qa-testing
Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.
Skill by rudofopelomi-cell
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: testing
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What's inside
- Skill name
openclaw-qa-testing- Description
- Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.
- License
- MIT
- Instructions
- 145 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
# OpenClaw QA Testing
Use this skill for `qa-lab` / `qa-channel` work. Repo-local QA only.
## Read first
- `docs/concepts/qa-e2e-automation.md`
- `docs/help/testing.md`
- `docs/channels/qa-channel.md`
- `qa/README.md`
- `qa/scenarios/index.md`
- `extensions/qa-lab/src/suite.ts`
- `extensions/qa-lab/src/character-eval.ts`
## Model policy
- Live OpenAI lane: `openai/gpt-5.4`
- Fast mode: on
- Do not use:
- `openai/gpt-5.4-pro`
- `openai/gpt-5.4-mini`
- Only change model policy if the user explicitly asks.
## Default workflow
1. Read the scenario pack and current suite implementation.
2. Decide lane:
- mock/dev: `mock-openai`
- real validation: `live-frontier`
3. For live OpenAI, use:
```bash
OPENCLAW_LIVE_OPENAI_KEY="${OPENAI_API_KEY}" \
pnpm openclaw qa suite \
--provider-mode live-frontier \
--model openai/gpt-5.4 \
--alt-model openai/gpt-5.4 \
--output-dir .artifacts/qa-e2e/run-all-live-frontier-<tag>
```
4. Watch outputs:
- summary: `.artifacts/qa-e2e/run-all-live-frontier-<tag>/qa-suite-summary.json`
- report: `.artifacts/qa-e2e/run-all-live-frontier-<tag>/qa-suite-report.md`
5. If the user wants to watch the live UI, find the current `openclaw-qa` listen port and report `http://127.0.0.1:<port>`.
6. If a scenario fails, fix the product or harness root cause, then rerun the full lane.
## Character evals
Use `qa character-eval` for style/persona/vibe checks across multiple live models.
```bash
pnpm openclaw qa character-eval \
--model openai/gpt-5.4,thinking=xhigh \
--model openai/gpt-5.2,thinking=xhigh \
--model openai/gpt-5,thinking=xhigh \
--model anthropic/claude-opus-4-6,thinking=high \
--model anthropic/claude-sonnet-4-6,thinking=high \
--model zai/glm-5.1,thinking=high \
--model moonshot/kimi-k2.5,thinking=high \
--model google/gemini-3.1-pro-preview,thinking=high \
--judge-model openai/gpt-5.4,thinking=xhigh,fast \
--judge-model anthropic/claude-opus-4-6,thinking=high \
--concurrency 16 \
--judge-concurrency 16 \
--output-dir .artifacts/qa-e2e/character-eval-<tag>
```
- Runs local QA gateway child processes, not Docker.
- Preferred model spec syntax is `provider/model,thinking=<level>[,fast|,no-fast|,fast=<bool>]` for both `--model` and `--judge-model`.
- Do not add new examples with separate `--model-thinking`; keep that flag as legacy compatibility only.
- Defaults to candidate models `openai/gpt-5.4`, `openai/gpt-5.2`, `openai/gpt-5`, `anthropic/claude-opus-4-6`, `anthropic/claude-sonnet-4-6`, `zai/glm-5.1`, `moonshot/kimi-k2.5`, and `google/gemini-3.1-pro-preview` when no `--model` is passed.
- Candidate thinking defaults to `high`, with `xhigh` for OpenAI models that support it. Prefer inline `--model provider/model,thinking=<level>`; `--thinking <level>` and `--model-thinking <provider/model=level>` remain compatibility shims.
- OpenAI candidate refs default to fast mode so priority processing is used where supported. Use inline `,fast`, `,no-fast`, or `,fast=false` for one model; use `--fast` only to force fast mode for every candidate.
- Judges default to `openai/gpt-5.4,thinking=xhigh,fast` and `anthropic/claude-opus-4-6,thinking=high`.
- Report includes judge ranking, run stats, durations, and full transcripts; do not include raw judge replies. Duration is benchmark context, not a grading signal.
- Candidate and judge concurrency default to 16. Use `--concurrency <n>` and `--judge-concurrency <n>` to override when local gateways or provider limits need a gentler lane.
- Scenario source should stay markdown-driven under `qa/scenarios/`.
- For isolated character/persona evals, write the persona into `SOUL.md` and blank `IDENTITY.md` in the scenario flow. Use `SOUL.md + IDENTITY.md` only when intentionally testing how the normal OpenClaw identity combines with the character.
- Keep prompts natural and task-shaped. The candidate model should receive character setup through `SOUL.md`, then normal user turns such as chat, workspace help, and small file tasks; do not ask "how would you react?" or tell the model it is in an eval.
- Prefer at least one real task, such as creating or editing a tiny workspace artifact, so the transcript captures character under normal tool use instead of pure roleplay.
## Codex CLI model lane
Use model refs shaped like `codex-cli/<codex-model>` whenever QA should exercise Codex as a model backend.
Examples:
```bash
pnpm openclaw qa suite \
--provider-mode live-frontier \
--model codex-cli/<codex-model> \
--alt-model codex-cli/<codex-model> \
--scenario <scenario-id> \
--output-dir .artifacts/qa-e2e/codex-<tag>
```
```bash
pnpm openclaw qa manual \
--model codex-cli/<codex-model> \
--message "Reply exactly: CODEX_OK"
```
- Treat the concrete Codex model name as user/config input; do not hardcode it in source, docs examples, or scenarios.
- Live QA preserves `CODEX_HOME` so Codex CLI auth/config works while keeping `HOME` and `OPENCLAW_HOME` sandboxed.
- Mock QA should scrub `CODEX_HOME`.
- If Codex returns fallback/auth text every turn, first check `CODEX_HOME`, `~/.profile`, and gateway child logs before changing scenario assertions.
- For model comparison, include `codex-cli/<codex-model>` as another candidate in `qa character-eval`; the report should label it as an opaque model name.
## Repo facts
- Seed scenarios live in `qa/`.
- Main live runner: `extensions/qa-lab/src/suite.ts`
- QA lab server: `extensions/qa-lab/src/lab-server.ts`
- Child gateway harness: `extensions/qa-lab/src/gateway-child.ts`
- Synthetic channel: `extensions/qa-channel/`
## What “done” looks like
- Full suite green for the requested lane.From rudofopelomi-cell/10h, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Jul 31, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/rudofopelomi-cell/10h
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
openclaw-qa-testing skill. Agent Mart. https://agentmart.dev/skills/rudofopelomi-cell-openclaw-qa-testing (last updated 2026-10-24)