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Human-in-the-loop stamp convention for triage decisions. Append-only with supersedes chain. Modes: always | low-confidence | off (per .triage.hitlMode in config.json).
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Azure DevOps work-item and PR operations — read work items, create new bugs/tasks, resolve work items, create PRs, and full automated accessibility fix loops. Uses az CLI with the azure-devops extension, with MCP fallback (mcp__dynamicscrm-repo__* or mcp__msazure-repo__*). Reads repo configuration from ~/.pwagent/config.json.
Project-specific S360 fix patterns for pwagent. Read by pwagent-s360 --fix before writing any code. Contains Kusto query patterns, portal URL templates, ADO field mappings, and per-subtype remediation notes specific to this workspace.
Battle-tested Playwright patterns for writing, debugging, and scaling reliable test suites. E2E, API, visual, accessibility, security testing, plus CI/CD, CLI automation, and page objects. TypeScript and JavaScript.
Run Kusto Query Language (KQL) queries to read data from Azure Data Explorer / Geneva / pipeline telemetry clusters. Read-only — never mutates state. Agents call this to fetch flake history, test run summaries, telemetry signals.
Production-ready CI/CD configurations for Playwright — GitHub Actions, GitLab CI, CircleCI, Azure DevOps, Jenkins, Docker, parallel sharding, reporting, code coverage, and global setup/teardown.
Battle-tested Playwright patterns for writing and debugging reliable E2E, API, component, visual, accessibility, and security tests. Use when you need locator strategy, assertions, fixtures, network mocking, auth flows, trace debugging, or framework recipes for React, Next.js, Vue, and Angular. TypeScript and JavaScript.
| name | hitl |
| description | Human-in-the-loop stamp convention for triage decisions. Append-only with supersedes chain. Modes: always | low-confidence | off (per .triage.hitlMode in config.json). |
| allowed-tools | Read Bash(python:*) |
The triage classifier emits a TriageDecision row with an agent_recommendation (ProductBug / TestCodeBug / Environment / Inconclusive) + agent_confidence. A human stamp is the only thing that authorizes a fix to ship.
config.json .triage.hitlMode)| Mode | Behavior | When to use |
|---|---|---|
always | Every decision pauses for a stamp | Production CI (default) |
low-confidence | Only agent_confidence < lowConfidenceThreshold pauses; rest auto-stamp = agent recommendation | Nightly runs in a stable area |
off | Fully autonomous; auto-stamp every recommendation | Dry runs only |
| Stamp | Meaning | Routed to |
|---|---|---|
[p] Product | Patch belongs in src/ | /pwagent-product-fixer |
[t] Test | Patch belongs in tests/ | /pwagent-fixer |
[s] Skip | Needs investigation; do not fix | (no-op; marks needs-investigation tag) |
[o] Open-trace | Operator wants to inspect; no decision yet | (loop continues — re-prompt later) |
Never overwrite a prior stamp. Re-stamping creates a new TriageDecision row with supersedes pointing at the previous one. The full chain is the audit log.
Invoke via scripts/matrix.py stamp:
python plugins/pwagent/scripts/matrix.py stamp \
--test "tests/contacts/save.spec.ts::Saves Lead" \
--hash 9a3f1e \
--stamp Test \
--by alice@contoso.com
The script handles the supersedes chain automatically — it finds the latest decision row for (test, hash) and threads the new stamp through.
agent_confidence < lowConfidenceThreshold AND mode is low-confidence → pause for stamp.always → always pause.off → skip stamping; auto-route by agent_recommendation.The chain of stamps for any (test, hash) is queryable via:
python plugins/pwagent/scripts/matrix.py query --test "<id>"
The query result includes every decision row that mentions the test, ordered by decidedAt. supersedes is a SHA1 prefix; the dashboard renders it as a visual chain.