monte-carlo-troubleshoot-agent-traces SKILL.md skillA
monte-carlo-troubleshoot-agent-traces from monte-carlo-data/mc-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-troubleshoot-agent-traces@git:20260726.3aef355Pins git:20260726.3aef355 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- monte-carlo-data/mc-agent-toolkit
- Path
skills/troubleshoot-agent-traces/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260726.3aef355, committed Jul 26, 2026
- First version recorded
- Jul 19, 2026
- Size
- 17,402 bytes
- Repository stars
- 93
- License
- Apache-2.0
Troubleshoots Monte Carlo AI agent alerts and traces — eval score drops, latency/token spikes, trajectory and validation breaches. Not for data incidents (monte-carlo-analyze-root-cause) or monitor creation (monte-carlo-monitoring-advisor).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Monte Carlo Troubleshoot Agent Traces Skill This skill investigates Monte Carlo AI agent alerts and traces — evaluation score drops, latency and token spikes, trajectory violations, and validation breaches — by classifying the alert, routing to the right playbook for the agent's backend, and guiding a systematic investigation with Monte Carlo's MCP tools. It runs Monte Carlo's trace troubleshooting agent (TTSA) in parallel with the manual investigation and merges both sets of findings. > **Monte Carlo tool routing (required):** Always call Monte Carlo MCP tools through this plugin's > bundled server, whose fully-qualified tool names are > `mcp__plugin_mc-agent-toolkit_monte-carlo-mcp__<tool>` (e.g. > `mcp__plugin_mc-agent-toolkit_monte-carlo-mcp__get_alerts`). Bare tool names used in this skill > (`get_alerts`, `search`, `get_table`, …) refer to that bundled server. If the session also has a > separately-configured `monte-carlo-mcp` server, do **not** route to it — it may point at a > different endpoint or credentials. Reference files live next to this skill file. **Use the Read tool** (not MCP resources) to access them: …
Read the whole file at its exact version.
How to install
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-troubleshoot-agent-traces@sha256:4ea165f23ca2cc6cThe line at the top of this page pins the label git:20260726.3aef355, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dzyeicb6a27kj3ms)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 19, 2026 and Jul 26, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260726.3aef355 latest | 2026-07-26 | 3aef355 | 17,402 B | A | view · diff |
| git:20260720.70c5d12 | 2026-07-20 | 70c5d12 | 17,187 B | A | view · diff |
| git:20260719.0b4edc3 | 2026-07-19 | 0b4edc3 | 17,179 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17402 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
monte-carlo-data/mc-agent-toolkit · 93 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dzyeicb6a27kj3ms GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-troubleshoot-agent-traces GET https://markdownregistry.com/api/v1/blob/4ea165f23ca2cc6ce8056344a847c1435431fbfe3ca0f8ac88d639139191d9bc
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.