Transcript Replay
SkillCommunicationWalk 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.
No other account needed.
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) orerrorsto focus on tool failures.
Data Sources
| Endpoint | Returns |
|---|---|
GET /api/sessions/:id/transcript | ordered transcript messages: role (user / assistant / tool), content, tool_name and tool result where applicable, timestamps |
GET /api/sessions/:id | session 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