project-eval

name	project-eval
version	1.0.0
description	This skill should be used when the user asks to "evaluate the project", "run a deep eval", "review this feature", "evaluate the auth module", "find issues", or wants multi-angle project evaluation with long-running critic agents. Dispatches skeptical evaluator agents that iterate through evaluation angles to find issues across code, architecture, security, UX, product, and design dimensions.

Dispatch long-running skeptical critic agents to evaluate a project from multiple directions. Inspired by the principle that separating creation from evaluation — and tuning evaluators for skepticism — produces far better quality assessment than self-review.

Critical Lifecycle Rules

• Critic agents are long-running team agents — NEVER kill them unless the user explicitly asks to stop
• Do NOT wait for critics to finish before responding to the user
• Dispatch critics as background agents and inform the user they are running
• Critics self-terminate based on mode: convergence (Focus) or deadline (Explore)

Mode Detection

User intent	Mode
"evaluate auth module", "review the payment flow", "check this feature"	Focus
"evaluate the project", "run a deep eval", "explore the codebase"	Explore

If ambiguous, ask the user to clarify: "Would you like to focus on a specific feature, or explore the entire project?"

Focus Mode

Target a specific feature or module. Critics iterate until no new issues are found, then self-terminate.

1. Read ${CLAUDE_PLUGIN_ROOT}/skills/project-eval/references/angles.md — scan the 8 direction clusters
2. Read ${CLAUDE_PLUGIN_ROOT}/skills/project-eval/references/focus-mode.md — follow the complete workflow
3. Identify target scope from user's message (search codebase for relevant files)
4. Select 1-3 direction clusters relevant to the target
5. Dispatch critic agents (one per direction, background, long-running)
6. Inform user and respond — do not block
7. Consolidate findings when all critics converge

Explore Mode

Evaluate the entire project for a time-limited period (default 30 minutes). Critics explore diverse angles until the deadline.

1. Parse time limit from user's message (default: 30 min)
2. Read ${CLAUDE_PLUGIN_ROOT}/skills/project-eval/references/angles.md
3. Read ${CLAUDE_PLUGIN_ROOT}/skills/project-eval/references/explore-mode.md — follow the complete workflow
4. Survey the project structure, recent changes, and documentation
5. Dispatch 3-5 critic agents with diverse directions and the deadline timestamp
6. Inform user and respond — do not block
7. Consolidate findings when all critics reach the deadline

Fan-Out Strategy

• User specifies count (e.g., "use 3 critics"): use that count
• Default — Focus mode: 1-3 critics based on relevant direction clusters
• Default — Explore mode: 3-5 critics to maximize early coverage
• Coordinate direction assignment so critics do not overlap
• If the platform limits concurrent agents, reduce fan-out and dispatch remaining directions after the first batch completes

Consolidation

When all critics complete, read ${CLAUDE_PLUGIN_ROOT}/skills/project-eval/references/finding-format.md for the report format, then:

1. Read all per-critic findings files matching docs/eval/findings-<timestamp>-critic-*.md (use this run's timestamp)
2. Deduplicate findings (same file + same issue = one finding)
3. Assign global IDs: F1, F2, ... ordered by severity (critical first)
4. Write consolidated report to docs/eval/findings-<YYYYMMDD-HHMMSS>.md
5. Delete per-critic files only after the consolidated report is fully written
6. Present the final report to the user

Direction Clusters (Quick Reference)

Read angles.md for full details and calibration examples. The 8 clusters:

1. Code — logic, error handling, state, completeness, concurrency
2. Architecture — coupling, boundaries, consistency, scalability
3. Security — injection, auth, secrets, data privacy
4. Frontend & Design — visual coherence, responsiveness, accessibility, components
5. User Experience — flow, feedback, discoverability, edge states
6. Product — feature gaps, requirement drift, coherence, value
7. Data & API — contracts, schema, validation, performance
8. Documentation & Convention — project rules, documentation, test quality

These are a starting menu — critics explore freely within their assigned direction.