본문으로 건너뛰기
cccskills
무료GitHub에 공개

rpi

Drive one accepted change through implementation and checks to done, with one fresh review only where a mistake is costly. Use when: selected by name.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

설치 방법 보기

포함된 파일(5)

  • SKILL.md7.4 KB
  • agents/openai.yaml43 B
  • references/boundaries.md4.9 KB
  • references/outer-goal.md2.1 KB
  • scripts/validate.sh1.2 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

RPI

Own the authorized outcome through finish. Use the native coding agent and shell. BD or the caller's tracker owns work and handoffs; Git owns content and delivery. AgentOps supplies a small charter and one fresh judgment where a mistake is costly, not a scheduler.

Operating charter

  1. Use the existing accepted outcome, scope and real bounds. A clear change needs no Plan, Recall or Learn worksheet. Resolve uncertainty only when it could change the implementation or acceptance decision.
  2. Take the smallest acceptance-advancing action. Plan shapes missing intent or revises a disproved approach. Once an implementer can act and a validator can judge, implement; do not keep improving the plan. Approach revisions preserve acceptance and authorized scope. Acceptance changes need caller authority.
  3. Implement and repair ordinary known defects directly. A known test failure needs a fix and a discriminating check, not another planning phase, council or helper.
  4. Use focused checks during edits and complete required integration checks before finishing. Reuse valid exact-input receipts; rerun affected checks after changes. Reserve capacity for integration and repair. Keep a subject unchanged while it is being judged.
  5. Spend validation where a mistake is costly. For an ordinary change the checks and CI are the gate: finish. Obtain Validate from one fresh author-distinct context only when the caller asks, when a mistake cannot be cheaply undone after it lands (a published release or instructions users will follow, a security boundary, destroying data or tracker state, deleting a check that protects the product), or when no deterministic check covers the changed behavior. Use the author's model family unless the caller selects additional legs; explicitly required reviewers remain required.
  6. One round. Give the validator the accepted criteria, the exact subject and one question written before it starts, never the author's confidence or desired verdict; it does not re-run the checks. Repair what fails the accepted behavior or would mislead a user, break install or the CLI, or remove protection for the product; treat the rest as optional notes. Confirm each repair with a check and finish. A repair does not start another review, and NOT_PROVEN is reported with its gaps, not chased. Keep review cost a fraction of the cost of the work; when it approaches that cost, stop and report what is unchecked.
  7. Stop at completed acceptance, cancellation, refusal, a spent real bound or an unresolved causal stall after the help below. Adjacent improvements are not permission to expand the goal. Report them briefly only when useful; do not turn them into another work batch.

Delegation and handoffs

When delegation is authorized and useful, select the runtime's task-only dispatch option for independent work; a short prompt in a full-history fork still carries the full history. Supply accepted intent and scope, the exact subject, relevant evidence, remaining bounds, the result's consumer and check ownership. Resume an author for direct repair when useful. Observe actual dispatch settings: prompt wording proves neither isolation nor smaller inherited context. At completion, verify the expected subject and required results; a quiet or partial status is not success.

Return concise findings, check facts and evidence references in the existing handoff, and disclose missing or truncated evidence. Identify the combined subject at the integration or judgment boundary; unjudged worker increments supply content identity and check facts, not duplicate evidence bundles.

Causal stall and bounds

Unknown cause, recurrence, no progress or a wrong objective admits at most one bounded fresh helper for that incident within authority and bounds. Give it the failed assumption, evidence and one discriminating question. Resume only with a different testable approach; an unhelpful answer ends the attempt. Do not chain helpers or rename the incident. Known failures get direct repair. Cancellation, refusal and spent hard time/cost/quota skip help.

Respect actual caller/native limits, including explicit repair-round bounds. Retries, compaction, helpers and new subjects never renew them; retry count alone is not a spent budget. If interruption threatens evidence, preserve accepted intent, exact subject, useful receipts, unresolved cause, bounds and helper use in the native handoff. Prompt text proves no native enforcement. Outer-goal guidance remains optional.

Evidence and boundaries

When a validator is used, bind accepted intent, complete changed paths, exact subject and factual receipts for it; disclose affected orphaned acceptance evidence. Use existing provenance helpers rather than a new evidence format. Requested proof uses caller-selected protected external non-Git storage; preserve legacy .agents/ evidence. For a requested binding verdict, missing identity, freshness or proof means NOT_PROVEN; proven failed acceptance or scope violation means FAIL; PASS needs every criterion verified and empty not_checked. Authors cannot issue binding PASS.

Memory, specialists and runtime adapters are on demand; no-match and no-change are valid. Read boundaries when authority, scope, evidence or delivery is at issue. Do not invent a runtime, hidden machine artifact or workflow to finish an ordinary change.

Closeout

Report in this shape. Plans, activity, reviews and saved pages earn no capability credit, and an unchecked item is reported, not a reason to keep validating. Machine evidence such as rpi-report.v1 or verdict.v2 is optional unless a caller or declared consumer requires it. When no machine artifact is requested or required, return the result without creating one.

Result:      done | stopped: <cancelled, refused, bound spent or stalled> | NOT_PLANNED | NOT_BUILT
Subject:     <commit, branch or diff identity>
Acceptance:  <criterion> -> <evidence: check, receipt or ref>, one line each
Checked:     <checks run on the final subject, with results>
Not checked: <what was not run or not covered, and why> | none
Judgment:    none (checks and CI gate an ordinary change) | <validator context id>: PASS | FAIL | NOT_PROVEN
Limits:      <material gaps; adjacent work noticed but not done> | none

NOT_PLANNED (stopped before an actionable slice existed) and NOT_BUILT (stopped before a candidate change existed) describe progress, not semantic verdicts.

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

Use AtomLane to compile and execute safe atomic parallel plans on macOS and native Windows Preview for worthwhile independent argv tasks, dependency DAGs, supported platform entrypoints, or Apple-silicon operators. Use at task start or an execution boundary when structured local work may contain two or more worthwhile units; skip plain answers, one quick command, and work whose effects cannot be safely bounded.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

hashgraph-online/awesome-codex-plugins1.4천2026년 10월 21일 업데이트

add

무료

Register a deferred decision in the debt registry. Trigger by judgment, not a marker scan, whenever a future reader would ask "why this way?": an unmade decision, stub, loosened type, bypassed check, swallowed error, a default picked "for now", or a TODO/FIXME/HACK/XXX marker. Trigger immediately whenever you defer work, or when the user invokes $add. Over-register freely; the developer drops with "drop A", "drop A,C", or "drop all".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

hashgraph-online/awesome-codex-plugins1.4천2026년 10월 21일 업데이트

ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构,供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

hashgraph-online/awesome-codex-plugins1.4천2026년 10월 21일 업데이트

中文调试修复技能。用于报错、测试失败、页面异常、功能不符合预期、需要定位根因并做最小修复时。触发语包括"进入调试模式""帮我修问题""报错了""测试失败""页面坏了""找根因"。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

hashgraph-online/awesome-codex-plugins1.4천2026년 10월 21일 업데이트

交互式 AI Agent 开发工作坊:通过 6 阶段深度协作对话,引导用户完成 Agent 需求分析、架构设计、 工具定义、Prompt 与编排设计、代码生成、验证迭代,产出可直接运行的 Agent 项目。 框架无关设计优先,支持 LangChain / EINO / AutoGen / AgentScope / CrewAI 等 ADK 框架。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

hashgraph-online/awesome-codex-plugins1.4천2026년 10월 21일 업데이트

中文漂移审计技能。用于项目或学习过程变乱、上下文漂移、任务分叉、多个方案冲突、命名不一致、Codex 可能顺手改多了时。触发语包括"漂移检查""感觉跑偏了""项目变乱了""检查是否失控""分叉太多""上下文漂移"。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

hashgraph-online/awesome-codex-plugins1.4천2026년 10월 21일 업데이트

hashgraph-online의 스킬 모두 보기

이 스킬의 문제 신고