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From aming-claw
Entrypoint for Aming Claw HN multi-agent challenge. Coordinates observer-led orchestration with contract-bound workers, failure replay, graph reconciliation, and audit. Use to run or present the challenge.
npx claudepluginhub amingclawdev/aming-claw --plugin aming-clawHow this skill is triggered — by the user, by Claude, or both
Slash command
/aming-claw:aming-claw-hn-challengeThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Before any response that uses this skill, in this exact order:
Guided operator for the Aming Claw HN multi-agent demo: run, preview, collect evidence with observer, graph traces, and audit self-review.
Orchestrates multi-phase workflows chaining foundational task skills (git-wrapup, release-and-publish, maintenance, etc.) for MCP server projects. Routes user intent to workflow files for greenfield builds, maintenance, or fix-and-release.
Manages agent execution with task decomposition, two-stage review, and batch sizing. Enforces isolation, verification, and human checkpoints to prevent runaway parallelization.
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Before any response that uses this skill, in this exact order:
ListMcpResourcesTool() ReadMcpResourceTool(uri="aming-claw://current-context") ReadMcpResourceTool(uri="aming-claw://skill") ReadMcpResourceTool(uri="aming-claw://graph-first")
current-context anchors project_id, governance URLs, and guardrails. skill is the operating contract. graph-first has copy-pasteable graph_query payload examples.
Common failures when these are skipped:
This is the public challenge entrypoint. The legacy
aming-claw-hn-demo skill remains as a compatibility alias, but this skill is
the one HN readers should see in the skill menu.
Run the demo as one observer coordinating multiple contracted workers against the same commit-bound project graph. Do not ask the user to write orchestration code.
The run must show:
Worker runtime is generic: Claude, Codex, scripted workers, or any compatible local process can produce the evidence. For installed users, the default observer is the current Claude Code or Codex session reading this skill. Scripted workers are allowed as bounded worker runtimes or machine-verification fallbacks so users do not need two AI subscriptions.
For the public HN demo, the observer is the current AI session reading this
skill. Do not claim that
node frontend/dashboard/scripts/e2e-hn-demo.mjs --sandbox-audit --observer claude
or --observer codex launches that AI runtime. In the runner, --observer is
only a report label unless a separate install-audit container invokes the AI
CLI and produces its own transcript/report.
Use this prompt contract for a live AI observer run:
I am the live AI observer for the Aming Claw HN challenge. I will not treat a
scripted runner label as proof that Claude or Codex executed the observer role.
Steps:
1. Read the required Aming Claw MCP resources.
2. Verify governance, dashboard, graph, backlog, and operations status.
3. Create or bootstrap an isolated fixture only if no safe project is selected.
4. Prove the fixture starts with an active graph and empty backlog/timeline.
5. Create the mf_parallel.v1 backlog contract myself.
6. Allocate or verify two disjoint worker contexts and fence tokens.
7. Run real graph_query calls and record returned trace_ids.
8. Record Worker A pass, Worker B failed/interrupted, and Worker B replay pass.
9. Run real tests and capture exit code/output.
10. Reconcile the target graph once after accepted work lands.
11. Write the audit report myself, including why I trust or hesitate on the
result.
Allowed helper: use e2e-hn-demo.mjs for fixture setup, deterministic protocol
smoke, dashboard screenshots, or final machine verification. Do not use its
--observer flag as evidence that a live AI observer ran. The current session
must create or verify the backlog contract, timeline events, graph traces,
worker fences, test evidence, replay evidence, reconcile evidence, and audit
evaluation.
Baseline runtime:
aming-claw start in a
separate terminal. Do not silently start services.Preferred installed-user run:
Treat this current Claude Code or Codex session as the observer.
If no safe project is selected, use the fixture helper only to create an isolated project with an active graph and empty backlog/timeline:
node frontend/dashboard/scripts/e2e-hn-demo.mjs --ensure-fixture --no-browser
Then this session must create or verify the contract, worker fences, graph traces, timeline events, tests, replay, reconcile, and audit report.
Use --sandbox-audit --no-browser only when the user explicitly asks for
a release/CI machine-verification run, or after the live observer run as a
cross-check.
Evidence requirements:
owned_files.mf_subagent
graph query.graph_query_trace_ids.Dashboard surfaces to show:
/dashboard?project_id=<id>&view=graph/dashboard?project_id=<id>&view=backlog&backlog=<backlog_id>/dashboard?project_id=<id>&view=operations/dashboard?project_id=<id>&view=reviewOptional background only:
aming-claw-hn-demo-before-work,
aming-claw-hn-demo-during-work, and
aming-claw-hn-demo-after-work only if the user explicitly asks for the
older case-story walkthrough.HN challenge evidence
- Runtime: governance=<ok/offline>, dashboard=<ok/missing>, MCP=<ok/missing>, project_id=<id>
- Graph: snapshot=<id>, graph=<link/screenshot>, result=<claim>
- Workers: A=<pass evidence>, B=<failed/interrupted evidence>, replay=<pass evidence>
- Timeline: backlog=<link/screenshot>, lanes=<link/screenshot>, trace_ids=<resolvable ids>
- Merge/reconcile: commit=<sha>, operations=<link/screenshot>, result=<claim>
- Audit report: path=<latest.md/report>, same_observer_score=<score>, hesitation=<reason>
- Limitations: <offline services, missing install gates, manual screenshots, no live AI provider needed>