Use when work has genuinely independent streams or distinct builder, evaluator, domain, and integration roles that require bounded multi-agent command scaled from 5 to 100+ agents.
中文简介正在准备中。当前显示原文说明。
Use when an agent is about to claim completion, correctness, safety, publication, deployment, or any consequential external fact.
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
<skill_contract> <input>One falsifiable claim, its artifact or system, risk, expected result, permissions, and available checks.</input> <output>A scoped claim decision with fresh evidence, residual risk, approval, and rollback status.</output> <done>The cheapest direct check after the final material change supports the exact allowed wording.</done> <non_goals>Producing the artifact, inferring success from effort, or widening a claim beyond checked evidence.</non_goals>
No evidence, no claim. Match the check to the exact claim, use fresh evidence, and keep execution authority separate from approval authority for consequential actions.
Provide: proposed claim, artifact or system, risk level, available checks, expected result, permissions, and rollback path.
<unknowns_gate>
If the artifact, expected behavior, or verification method is missing, return NEEDS_INPUT. If only indirect evidence exists, return INSUFFICIENT_EVIDENCE or narrow the claim; never fill the gap with confidence language.
</unknowns_gate>
<execute>Run the selected check after the final material change. Examples: targeted test, lint, build, link check, read-after-write, diff inspection, source comparison, dashboard query, or deployment health check. Capture command/query, timestamp, scope, exit status, and key output.
Treat runtime termination as control evidence, not task evidence. A normalized
complete signal still needs the acceptance check; a tool request needs a host
execution receipt; truncation needs a checkpoint; refusal/error/unknown cannot
support completion. A claimed NO_OP needs a fresh eligibility query, an
output-count check, and proof that no prohibited side effect occurred.
For material or consequential claims, obtain independent verification from a separate check, reviewer, or evidence source. Require human approval before irreversible publication, deployment, spending, deletion, credential use, or policy change. Confirm the rollback path before execution.
For Graph claims, verify static contract integrity, every required node and join receipt, terminal acceptance, budgets, permission/compensation state, and checkpoint identity. Passing nodes do not prove the end-to-end graph.
</execute> <evaluate>Compare observed versus expected result. Decide supported, partially_supported, unsupported, or blocked. Check scope: passing one test cannot prove the full suite; a successful write cannot prove link integrity. State residual risk and evidence age.
<retry_policy>
max_attempts: 2. Retry only after diagnosing the failure and changing input, tool, scope, or strategy. Stop on repeated signature or NO_PROGRESS; never rerun an unchanged check to manufacture confidence.
</retry_policy>
<state_contract>
Persist {run_id, status, attempt, budget, evidence, unknowns, last_error, next_action} plus claim, risk, check specification, expected/observed results, approval receipt, and rollback readiness. Append verification events so evidence age remains visible.
</state_contract>
NEEDS_INPUT: the claim or expected result is ambiguous; ask one discriminating probe.INSUFFICIENT_EVIDENCE: no direct check supports the requested scope; narrow or withhold the claim.BLOCKED_PERMISSION: approval or access is absent; do not perform the action.VERIFY_FAILED: observed evidence contradicts the claim; report failure and recovery.NO_PROGRESS: the same verification signature fails twice; stop and escalate.BUDGET_STOP: verification budget is exhausted; preserve evidence and do not claim completion. max_attempts: 2.Return status, result (claim decision and allowed wording), evidence (fresh receipts), unknowns (including residual risk), and next_action (repair, approval, rollback, or stop).
NO_OP only when the
eligibility and side-effect checks both pass.VERIFY_FAILED.INSUFFICIENT_EVIDENCE; do not substitute an uncited recollection for the external fact.</skill_contract>
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Use when work has genuinely independent streams or distinct builder, evaluator, domain, and integration roles that require bounded multi-agent command scaled from 5 to 100+ agents.
中文简介正在准备中。当前显示原文说明。
Use when designing or refactoring a model-native engineering workflow with bounded autonomy, probes, custom evaluation, durable state, and verified write-back.
中文简介正在准备中。当前显示原文说明。
Use when property-service operations need an AI plus ontology plus DMAIC design for work orders, dispatch, quotes, evidence, CTQ metrics, and control dashboards.
中文简介正在准备中。当前显示原文说明。
Use when a personal or team operating system needs a bounded redesign using Four-C, closed-loop controls, 70/30 allocation, 3B creativity, experiments, and prediction-error learning.
中文简介正在准备中。当前显示原文说明。
Use when a goal must be converted into a repeatable behavior, cue, SOP, review cadence, and identity-aligned reinforcement.
中文简介正在准备中。当前显示原文说明。
Use when source material must be transformed into a compact, evidence-aware model for learning, decisions, or an Obsidian concept note.
中文简介正在准备中。当前显示原文说明。