스킬 감사 보고서
agent-observability-replay-trace 감사 보고서.
Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that trace against their LOCAL code, seeing a concise diff of the old vs new output, and looping (change code → replay → diff) until satisfied. Invoked as /agent-observability-replay-trace <trace-id> [changes to test]. Signals: "replay this trace"; "iterate on a trace"; "this trace's output is wrong, fix it and re-run"; "re-run trace <id> with <change>"; pasting a trace id from the Agent Observability UI with a description of what to fix. It fetches the trace via the datadog-llmo MCP or the pup CLI, edits code, re-runs the app to emit a NEW trace, and diffs the two — no local server, no browser. For agents traced with ddtrace / LLM Obs (Python first-class), with JSON-serializable entry input. Do NOT use for: scored Experiments or the browser "Replay" button (that's agent-observability-replay-experiment), building an experiment from a dataset/CSV, writing
OpenAgentSkill 신뢰 점수
OpenAgentSkill 신뢰 점수
Trust Score는 설치 전에 후보 목록에 넣을 만큼 안전한지 Agent가 판단하도록 돕습니다.
GitHub 채택도
정보62
GitHub 스타 158
스타/포크 활동
경고57
스타 158, 포크 25; 현재 메타데이터에서 이슈 활동을 확인할 수 없습니다
최근 유지보수
통과88
마지막 푸시 후 2개월
라이선스 명확성
통과86
MIT
README/SKILL.md 완성도
통과86
메타데이터에 충분한 사용 및 워크플로 맥락이 포함되어 있습니다
의존성/런타임 위험
경고46
command execution surface, credential or environment access
설치 가능 여부
통과92
npx skills add datadog-labs/agent-skills --skill agent-observability-replay-trace
설치 명령 안전성
통과92
표준 패키지 또는 런타임 설치 경로
권한 범위
실패22
secrets or environment access, shell or command execution
저장소 근거
통과86
https://github.com/datadog-labs/agent-skills/tree/main/agent-observability/agent-observability-replay-trace
검토 상태
정보66
AI 검토 데이터를 사용할 수 있습니다
Agent 검증 결과
정보54
아직 Agent 결과 데이터가 없습니다
검사
설치 및 채택 검토
설치 경로
92
npx skills add datadog-labs/agent-skills --skill agent-observability-replay-trace
저장소
88
https://github.com/datadog-labs/agent-skills/tree/main/agent-observability/agent-observability-replay-trace
라이선스
86
MIT
유지보수
88
마지막 푸시 후 2개월
AI 검토
55
The provided excerpt is incomplete; full SKILL.md and references were not fully reviewed, but the visible content is consistent and detailed.
README/SKILL.md 완성도
86
Usable description available
의존성 위험
46
command execution surface, credential or environment access
설치 명령 안전성
92
표준 패키지 또는 런타임 설치 경로
권한 범위
22
secrets or environment access, shell or command execution
스타/포크 활동
57
스타 158, 포크 25; 현재 메타데이터에서 이슈 활동을 확인할 수 없습니다
채택도
68
GitHub 스타 158
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
경고
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- The provided excerpt is incomplete; full SKILL.md and references were not fully reviewed, but the visible content is consistent and detailed.
- The parsed metadata description shows '>-' which appears to be a YAML folding artifact, not a content defect.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 158 stars, 25 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
방법
이 보고서는 공개 메타데이터, AI 검토 결과, 저장소 최신성, 설치 준비 상태, OpenAgentSkill 이벤트, 품질 점수, 신뢰 검사와 Agent 안전 게이트를 결합합니다. 전체 소스 코드 보안 감사는 아닙니다.
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