사용 방법
- 설치 명령을 복사하고 자신의 에이전트 환경에 설치하기 전에 소스 패키지를 확인하세요.
- 필요한 도구, 인증 정보, 지원 환경은 원본 문서에서 확인하세요.
- 입력과 원하는 산출물을 설명하고 출처와 결과를 대조하세요.
npx skills add https://github.com/aicodeking/deepseek-stack --skill ds-lessons시작 전 확인
- 설치에는 모델 구독, API 한도, 파일 접근 권한이 포함되지 않습니다.
- 별점 수와 설치 수는 활동 지표이며 독립적인 품질·보안 검증이 아닙니다.
원본 Skill 문서
원본 저장소의 제목, 예시, 코드, 표, 링크, 이미지를 유지해 표시합니다.
ds-lessons
An instruction an agent can skip is a wish. Make repeated mistakes fail loudly instead.
Steps
- Gather mistakes. Read the current session, recent commits, reverts, review comments, agent instruction files and workaround comments. Group them into classes. A class counts once it happened twice.
- For each class, pick the highest level that works:
- Structure: one owner per piece of state, one supported way per task, hidden internals, delete old patterns an agent would copy.
- Types: make the bad state impossible to write.
- Lint or CI check: the error message names the right file, type or function to use. If the bad pattern is already common, fail only on new additions.
- Test: checks behavior, not internals.
- Docs or agent rules: only for judgment calls that cannot be checked. Add a short example of the failure.
- Fix the most frequent classes now, one commit each.
- Prove each new check. Re-introduce a real past mistake, run the check, and show it fails. Then remove it and show it passes.
- Keep a table in the agent instruction file: rule, and what enforces it. If a rule already existed but nothing enforced it, treat it as a repeat and enforce it now.
- End-of-session reflection: list what went wrong, what took extra loops and what the user corrected. Route each item to a check, a skill edit or a rule. Drop one-off issues.
Stop when
- Each chosen class has an enforcement that you showed failing on a real mistake.
- Or you have handled the top three classes this session. Note the rest.
Rules
- If the fix is structural, do not also add prose. The prose was the symptom.
- Report each class with evidence, the level chosen, and why a higher level did not work.
