team-polish

When this skill is invoked, orchestrate the polish team through a structured pipeline.

Team Composition

• performance-analyst — Profiling, optimization, memory analysis, frame budget
• technical-artist — VFX polish, shader optimization, visual quality
• sound-designer — Audio polish, mixing, ambient layers, feedback sounds
• qa-tester — Edge case testing, regression testing, soak testing

How to Delegate

Use the Task tool to spawn each team member as a subagent:

• subagent_type: performance-analyst — Profiling, optimization, memory analysis
• subagent_type: technical-artist — VFX polish, shader optimization, visual quality
• subagent_type: sound-designer — Audio polish, mixing, ambient layers
• subagent_type: qa-tester — Edge case testing, regression testing, soak testing

Always provide full context in each agent's prompt (target feature/area, performance budgets, known issues). Launch independent agents in parallel where the pipeline allows it (e.g., Phases 3 and 4 can run simultaneously).

Pipeline

Phase 1: Assessment

Delegate to performance-analyst:

• Profile the target feature/area using /perf-profile
• Identify performance bottlenecks and frame budget violations
• Measure memory usage and check for leaks
• Benchmark against target hardware specs
• Output: performance report with prioritized optimization list

Phase 2: Optimization

Delegate to performance-analyst (with relevant programmers as needed):

• Fix performance hotspots identified in Phase 1
• Optimize draw calls, reduce overdraw
• Fix memory leaks and reduce allocation pressure
• Verify optimizations don't change gameplay behavior
• Output: optimized code with before/after metrics

Phase 3: Visual Polish (parallel with Phase 2)

Delegate to technical-artist:

• Review VFX for quality and consistency with art bible
• Optimize particle systems and shader effects
• Add screen shake, camera effects, and visual juice where appropriate
• Ensure effects degrade gracefully on lower settings
• Output: polished visual effects

Phase 4: Audio Polish (parallel with Phase 2)

Delegate to sound-designer:

• Review audio events for completeness (are any actions missing sound feedback?)
• Check audio mix levels — nothing too loud or too quiet relative to the mix
• Add ambient audio layers for atmosphere
• Verify audio plays correctly with spatial positioning
• Output: audio polish list and mixing notes

Phase 5: Hardening

Delegate to qa-tester:

• Test all edge cases: boundary conditions, rapid inputs, unusual sequences
• Soak test: run the feature for extended periods checking for degradation
• Stress test: maximum entities, worst-case scenarios
• Regression test: verify polish changes haven't broken existing functionality
• Test on minimum spec hardware (if available)
• Output: test results with any remaining issues

Phase 6: Sign-off

• Collect results from all team members
• Compare performance metrics against budgets
• Report: READY FOR RELEASE / NEEDS MORE WORK
• List any remaining issues with severity and recommendations

Output

A summary report covering: performance before/after metrics, visual polish changes, audio polish changes, test results, and release readiness assessment.