快速判断
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.
适合任务
- 把重复任务整理成可复用的 AI 操作流程。
- 让 AI 在特定场景下按统一规范执行。
- 为团队或个人工作流提供可复制的任务说明。
输入与输出
输入:任务目标、上下文材料、文件路径、约束条件或需要处理的内容。
输出:按 Skill 说明生成的文档、代码、检查结果、计划、建议或操作步骤。
示例任务
- 使用 acceptance-orchestrator 帮我处理当前任务,并说明执行前需要确认的输入。
- 根据 acceptance-orchestrator 的说明,给我一个安全的使用步骤清单。
安装方式
- 下载本站提供的 Skill ZIP 并解压。
- 把解压后的 Skill 目录放入当前 AI 工具支持的
skills目录。 - 如需在线查看原始内容,可打开 GitHub 的
SKILL.md。
风险边界
使用前请检查权限、外部依赖和要处理的数据类型。不要把密码、密钥、身份信息或敏感客户资料交给未经确认的 Skill。
SKILL.md 文档介绍
Acceptance Orchestrator
Overview
Orchestrate coding work as a state machine that ends only when acceptance criteria are verified with evidence or the task is explicitly escalated.
Core rule: do not optimize for "code changed"; optimize for "DoD proven".
When to Use
- The task already has an issue or clear acceptance criteria and should run end-to-end with minimal human re-intervention.
- You need structured handoff across implementation, review, deployment, and final verification.
- You want explicit stop conditions and escalation instead of silent partial completion.
Required Sub-Skills
create-issue-gateclosed-loop-deliveryverification-before-completion
Optional supporting skills:
deploy-devpr-watchpr-review-autopilotgit-ship
Inputs
Require these inputs:
- issue id or issue body
- issue status
- acceptance criteria (DoD)
- target environment (
devdefault)
Fixed defaults:
- max iteration rounds =
2 - PR review polling =
3m -> 6m -> 10m
State Machine
intakeissue-gatedexecutingreview-loopdeploy-verifyacceptedescalated
Workflow
1. Intake
- Read issue and extract task goal + DoD.
2. Issue gate
- Use
create-issue-gatelogic. - If issue is not
readyor execution gate is notallowed, stop immediately. - Do not implement anything while issue remains
draft.
3. Execute
- Hand off to
closed-loop-deliveryfor implementation and local verification.
4. Review loop
- If PR feedback is relevant, batch polling windows as:
- wait
3m - then
6m - then
10m - After the
10mround, stop waiting and process all visible comments together.
5. Deploy and runtime verification
- If DoD depends on runtime behavior, deploy only to
devby default. - Verify with real logs/API/Lambda behavior, not assumptions.
6. Completion gate
- Before any claim of completion, require
verification-before-completion. - No success claim without fresh evidence.
Stop Conditions
Move to accepted only when every acceptance criterion has matching evidence.
Move to escalated when any of these happen:
- DoD still fails after
2full rounds - missing secrets/permissions/external dependency blocks progress
- task needs production action or destructive operation approval
- review instructions conflict and cannot both be satisfied
Human Gates
Always stop for human confirmation on:
- prod/stage deploys beyond agreed scope
- destructive git/data operations
- billing or security posture changes
- missing user-provided acceptance criteria
Output Contract
When reporting status, always include:
Status: intake / executing / accepted / escalatedAcceptance Criteria: pass/fail checklistEvidence: commands, logs, API results, or runtime proofOpen Risks: anything still uncertainNeed Human Input: smallest next decision, if blocked
Do not report "done" unless status is accepted.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.