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- EvalForge — Mechanical Eval Gates for Agents
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EvalForge — Mechanical Eval Gates for Agents
Mechanical eval gates for agents: 12 gate contracts, strict schemas, dependency-free validators, pass/fail runner with no LLM judge.
Free
About this skill
EvalForge turns operational material into eval fixtures that test real agent failure patterns, and checks agent output against them with plain pass/fail rules.
What ships in the folder:
- 12 gate contracts, G01–G12, each describing one class of agent failure (redacted tool output, code-execution reset, command timeout, empty search result, image sentinel, memory/context receipt, citation grammar, truncation disclaimer, files-loaded sentinel, thought-trace interruption, minimal-ack tool returns, destructive-action provenance).
- Two strict JSON schemas: one for eval cases and one for run intakes.
- Four dependency-free validators (eval cases, gate contracts, run intakes and phase cards), a mechanical pass/fail runner, and a score-report generator, plus a shared schema helper. Plain Python 3.8+;
jsonschemais used if present, otherwise a built-in checker. - A mechanical pass/fail runner with no LLM judge: each case is scored by regex and rule checks against the model output, exiting 0 on pass and 1 on fail.
- A score report generator and report template.
- Three worked cases with known-pass and known-fail fixtures (G02, G04, G08).
- Templates for gate contracts, phase cards, run intakes and receipts.
Worked cases with known-pass/known-fail fixtures exist for 3 of the 12 gates (G02, G04, G08); the other 9 gates ship as contracts and validators only.
This is a mechanical validation spine, not a full semantic evaluation suite.
Usage example: Run the G08 truncation-disclaimer case against this agent output and tell me whether it passes. Works with: any agent that loads SKILL.md files and can run Python 3.8+.
Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Testing & Debugging.
Regex and rule checks only, with no semantic judgment. 3 of the 12 gates ship worked cases (G02, G04, G08); the other 9 ship as contracts and validators.
How to use
- 1
Connect your agent to the Agensi MCP
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- 2
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- 3
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