Transcript Replay

SkillCommunication

Walk a Claude Code session transcript turn-by-turn from Agent Monitor data, summarizing each user, assistant, and tool message in order so a long conversation can be reviewed quickly. Anchors the recap to the session header (model, cost, turn_count). Use when reviewing what was actually said and done in a conversation.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Transcript Replay skill

What this skill tells your AI

The instructions your AI receives, as published by hoangsonww/claude-code-agent-monitor in plugins/ccam-sessions/skills/transcript-replay/SKILL.md and read by ahel’s review.

Replay a session transcript one turn at a time with a concise summary of each message.

Input

The user provides: $ARGUMENTS

  • A session ID to replay, or
  • "latest" / "last" for the most recent session.
  • Optionally a turn range (e.g. 1-10) or errors to focus on tool failures.

Data Sources

EndpointReturns
GET /api/sessions/:id/transcriptordered transcript messages: role (user / assistant / tool), content, tool_name and tool result where applicable, timestamps
GET /api/sessions/:idsession header: status, model, cwd, started_at, ended_at, cost, metadata (thinking_blocks, turn_count, total_turn_duration_ms)

Report Sections

1. Header

GET /api/sessions/:id. Print id, model, cwd basename, status, turn_count, thinking_blocks, total_turn_duration_ms, and cost in one block.

2. Turn-by-turn walk

GET /api/sessions/:id/transcript. Iterate messages in order. For each turn emit one compact entry:

  • user — the request in one sentence (quote the literal ask only if short).
  • assistant — the decision / action taken, plus which tools it invoked.
  • tool — the tool name and a one-line result (success value or the error text); do not paste large tool payloads.

Group an assistant message with the tool calls it triggered so each "turn" reads as intent → action → result.

3. Thread highlights

After the walk, pull out: the original goal, the key turning points, any tool failures or retries, and how the session ended (resolved / errored / abandoned).

Output

A numbered turn list (Turn N — <role>: <one-line summary>), grouped intent → action → result, preceded by the header block and followed by the highlights. Truncate any quoted content past ~200 chars with . Currency as USD to 4 decimal places. Summarize faithfully — never invent message content that is not in the transcript. If the transcript endpoint returns empty, say the session has no stored transcript (it may predate transcript capture or need a reimport) rather than fabricating turns. If the dashboard is unreachable, tell the user to start it with npm start from the repo root.

Signals

GitHub stars
989
Forks
233
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
transcript-replay
Source
github.com/hoangsonww/claude-code-agent-monitor