jetxu-llm/docmason/operator-eval

Claude Code and agent skill by jetxu-llm/docmason

Trust tier 2
  • community
LLM review pending
Source check pending

Checking that the SKILL.md file is still in the repository.

Run the hidden operator-only evaluation loop over local runtime/eval artifacts without exposing that surface in normal first-contact workflows.

Install

npx vskill@latest install jetxu-llm/docmason/operator-eval

SKILL.md

Operator Eval

Use this workflow only for advanced operator-quality tasks such as replayable evaluation runs, regression review, candidate promotion, and baseline freezing.

This workflow is intentionally open-source but non-first-contact. Do not surface it in ordinary user entry flows, and do not treat it as part of the default ask experience.

Required Capabilities

  • local file access
  • shell or command execution
  • ability to inspect structured JSON output

Procedure

  1. Read the current operator request from runtime/eval/requests/current.json.
  2. Validate the request against the tracked examples in skills/operator/operator-eval/examples/.
  3. Execute exactly one requested action through the operator-eval runtime surface:
  • run-suite
  • review-regressions
  • promote-candidate
  • freeze-baseline
  1. Keep live eval truth under runtime/eval/, not under tracked repository paths.
  2. Keep review of ordinary runtime activity under runtime/logs/.
  3. Treat tracked examples as schema guidance only. Never commit confidential runtime/eval payloads.
  4. Return the operator-facing result, written artifacts, and next corrective step to the main agent.

Notes

  • This workflow is intentionally absent from first-contact guidance.
  • Frozen baselines and promotion decisions remain human-governed even though this workflow is productized.
  • skills/operator/operator-eval/examples/ exists so fresh open-source users can understand the local-only artifact contracts without access to private corpus data.

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
129
Repository forks
34
7-day trend score
24

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
Embed badge
vskill VERIFIED badge
[![vskill VERIFIED](https://verified-skill.com/api/v1/skills/jetxu-llm/docmason/operator-eval/badge)](https://verified-skill.com/skills/jetxu-llm/docmason/operator-eval)

Something wrong with this skill or its page? Tell us.