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…/agent-skills/agent-observability-replay-trace
home/skills/datadog-labs/agent-skills/agent-observability-replay-trace
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agent-observability-replay-trace

bydatadog-labs· 37 skills

Installs

23

Stars

147

Forks

20

Category

Debugging

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TL;DR

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, 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 evaluators, root-causing failed traces, or RUM/HTTP session replay.

How to install agent-observability-replay-trace?

datadog-labs/agent-skills/agent-observability-replay-trace
$npx -y skills add datadog-labs/agent-skills --skill agent-observability-replay-trace

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/datadog-labs/agent-skills" --skill "datadog-labs/agent-skills/agent-observability-replay-trace"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/datadog-labs/agent-skills" that are relevant to the current task. Run `npx skills add "https://github.com/datadog-labs/agent-skills"` and select the relevant skills, then follow their instructions.

Preview

datadog-labs/agent-skillsdatadog-labs/agent-skills

$ npx -y skills add datadog-labs/agent-skills --skill agent-observability-replay-trace

▸ installing to .claude/skills…

✓ agent-observability-replay-trace ready

Repodatadog-labs/agent-skills
TypeSkills
CategoryDebugging
ForDeveloper
UpdatedJul 2026
License—
First seenJul 27, 2026

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