claude

evaluator

Evaluator-optimizer pattern: adversarial review, verification gates (TaskCompleted), static analysis, postmortems, reference-fidelity check, self-evolution proposal assessment.

3 on GitHubv1.5.2updated 5 months agoevaluation
/

Plugin evaluator from marketplace forge-studio in ArtMin96/forge-studio. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (14)

  • assess-proposal

    Adversarial review of a self-evolution proposal artifact. Emits a pass/fail verdict against four criteria. Pure read — never mutates harness files.

  • challenge

    Use whenever the user wants a deep critique of a recently completed feature — runs Stage 1 self-review against the diff, then Stage 2 git-history verification (does the change actually pass historical evidence, not just current tests?). Forks to a general-purpose agent so the critique is independent

  • devils-advocate

    Use when the user asks to "play devil's advocate", "argue the other side", "what could go wrong here", or wants the strongest possible counter-case against a design decision before committing — produces a structured tradeoff analysis with the opposing view's evidence.

  • gate-report

    Use when the user wants a single consolidated view of every quality warning the hooks raised this session — duplicate reads, oversized outputs, scope-guard denials, secret-scan flags, drift checkpoints — grouped by severity with the offending file/line.

  • grill-me

    Use when the user says "grill me", "interview me", "stress-test this plan", or you're in plan mode and the design has branches with unresolved decisions — runs a structured interview, walking each branch of the decision tree, recommending an answer for every question, and refusing to move on until s

  • healthcheck

    Use when the user wants a one-command quality snapshot — auto-detects PHP and/or JS/TS projects and runs the appropriate pipeline (composer install + pest + pint + phpstan; npm install + tests + lint + typecheck). Returns a single PASS/WARN/FAIL summary plus the offending tool's output.

  • optimize-description

    Run a 5-iteration description-optimization loop for a skill. Splits a query corpus 60/40 train/val, measures trigger rates, refines the description toward higher validation pass rate, and emits a proposal with the best-iteration result.

  • postmortem

    Use after fixing a non-trivial bug, or after a `/safe-mode` exit, or whenever the user wants to convert a recent failure into a durable lesson — runs a structured autopsy with root-cause, bug classification (logic/race/state/env/integration), and a "could this have been caught earlier?" answer that

  • prediction-audit

    Join SEPL proposal predictions against post-commit trace observations and report per-resource prediction error. Pure read — never mutates harness files or the ledger.

  • run-evals-bench

    Run comparative benchmarks for a skill — with-skill vs without-skill, N iterations each. Emits per-iteration benchmark.json with pass_rate/time/token mean+stddev+delta, and per-run grading.json with per-assertion evidence.

  • run-evals

    Validate eval JSON files for structural conformance against the per-skill evals/ convention. Parses each file, checks required fields and types, and emits a human-readable checklist of declared expectations.

  • score-rubric

    Aggregate weighted criterion scores into a single rubric result. Reads a rubric JSON and a flat criterion-scores JSON, validates weight sum, and emits a result conforming to result.schema.json.

  • verify-refs

    Cross-check file paths, function names, and external references claimed in your prior turn against the actual repo. Catches fabricated references (hallucinated file paths, misspelled symbols, dead URLs) before they reach a commit message, PR body, or user-facing summary.

  • verify

    Use whenever a task is about to be marked done — runs the listed verification commands (tests, lint, type-check, behavioral spot-check), captures the actual output, and compares against `.claude/features.json` or the `/contract` criteria. Refuses to mark done unless every gate produced evidence; clo

Subagents (1)

  • adversarial-reviewer

    Reviews code with a skeptical eye. Asks hard questions about edge cases, failure modes, and hidden assumptions. Use for security-sensitive or complex code.

Hooks (10)

  • PostToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/php-static-analysis.sh

  • PostToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/js-static-analysis.sh

  • PostToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/test-nudge.sh

  • PostToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/test-nudge-reset.sh

  • PostToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/filter-test-output.sh

  • PreToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/pre-commit-gate.sh

  • PreToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/docs-drift-gate.sh

  • TaskCompleted

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/task-completion-gate.sh

  • SubagentStop

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/auto-verify.sh

  • PostToolUseFailure

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/route-failure.sh

View source on GitHub

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agents

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Multi-agent decomposition: planner/generator/reviewer pipeline triad with tool-isolated capability boundaries, plus a read-only researcher for pre-planning investigation. Includes /worktree-team for physical worktree isolation, directory-ownership enforcement (opt-in), and output-schema checks on generator exit.

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Codebase health scanning: documentation drift, registration gaps, convention violations, stale memory, HARNESS_SPEC invariant compliance. /validate-marketplace performs pre-commit mechanical correctness checks (distinct from /entropy-scan). /startup-profile reports SessionStart hook latency. /policies-list prints the cross-plugin enforcement registry (FS01–FS42).

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Self-evolution boundary: change-manifest writer, evolution-history ledger, session-digest, auto-tune-skill outer loop, controllability invariant (POLICY.md).

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traces

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Execution trace collection, analysis, and harness evolution. Stores structured JSONL traces for pattern detection and failure-driven improvement. Feeds /evolve as a proposal source, plus per-session clarification-waste analysis.

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Context management: progressive pressure tracking, drift detection, edit safety, large-file warnings, plan mode hooks, MCP monitoring, prompt budget awareness, failure-escalation with safe-mode flag.

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