mcpbeat

Error Propagation

hoangsonww/error-propagation

> Trace error propagation through a multi-agent session by agent depth — where failures originated, the depth at which they appeared, and how they cascaded up to parent agents — using the Agent Monitor workflow intelligence API and the session event stream. Use when a multi-agent run failed and you need to find the origin and blast radius of the failure.

684 tokens
context cost
the whole folder, loaded on every use
1
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instructions only
0
copies elsewhere
how many repositories repackaged it
867
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/hoangsonww/Claude-Code-Agent-Monitor --skill error-propagation

The instruction itself

10 sections, as written by the author

Error Propagation

Trace where a multi-agent session's failures started and how far they spread.

Input

The user provides: $ARGUMENTS

A session ID. If empty, fetch GET /api/sessions?limit=1, but prefer the most recent session whose status is error or abandoned; state which one you picked.

Data Sources

| Endpoint | Returns |

|----------|---------|

| GET /api/workflows/{sessionId} | The errorPropagation dataset: failures grouped by agent depth, with originating depth and cascade paths to parents |

| GET /api/events?session_id={sessionId} | The event stream — corroborate with APIError, SubagentStop, and failing PostToolUse events (event_type, tool_name, summary, timestamp) |

Report Sections

1. Failure Summary

From errorPropagation: total errors, the depth where the first error originated, and how many distinct agents were affected.

Origin depth: d · Errors: N · Agents affected: M

2. Errors by Depth

| Depth | Errors originated | Errors inherited from children | Net failing agents |

|-------|-------------------|--------------------------------|--------------------|

Show whether failures concentrate deep in the tree (leaf subagents) or shallow (orchestrator).

3. Cascade Paths

For each originating failure, the path it propagated along:

debugger (depth 2, tool failure) → code-review (depth 1, marked error) → root (depth 0, aborted)

Tie each step to a concrete event from /api/events (event_type + tool_name + timestamp) where available.

4. Error Taxonomy

Break errors down by type from the event stream: APIError vs failing tool calls vs SubagentStop with error status. Note the most frequent tool involved in failures.

5. Containment Assessment

Whether failures were contained at the depth where they originated or leaked to parents. Name any parent that aborted solely because a child failed — a candidate for better error handling / isolation.

Output

  • Markdown tables for the depth breakdown; a fenced list for cascade paths.
  • Timestamps for the first and last error.
  • Cite only errors present in errorPropagation and the event stream; never invent failures or causes.
  • If the session has no errors, say so plainly and stop.
  • If the dashboard is unreachable, tell the user to start it with npm start from the repo root.

How to use it

Copy the folder

Take hoangsonww/error-propagation from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.