Use when you have a written implementation plan to execute in a separate session with review checkpoints between batches.

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work.

Use when receiving code review feedback, before implementing suggestions. Requires technical rigor and verification, not blind implementation.

Use when completing tasks, implementing major features, or before merging to verify work meets requirements.

Use when executing implementation plans with independent tasks in the current session. Dispatches fresh subagent per task.

Assist in constructing algorithm correctness proofs

Suggest and guide application of refactoring patterns to improve code quality

Deep static analysis of codebases for quality, complexity, and migration readiness assessment

Expert integration with Slither static analyzer for smart contract vulnerability detection, code quality analysis, and security reporting. Supports all Slither detectors and custom analysis configurations.

Validate EV code signing certificate chain and timestamp for Windows SmartScreen

Generate performance review documentation and facilitate evaluation processes

DMAIC methodology execution skill with tollgate reviews, documentation templates, and project tracking

Lessonly (Seismic Learning) training platform integration

Contract analysis and negotiation support skill with clause extraction and risk identification

Quarterly Business Review preparation and facilitation skill with agenda and materials generation

Analyzes board decks for trends, flag issues, prepare discussion points

Static code analysis, technical debt assessment, engineering velocity metrics

Extracts key terms from contracts, identifies risks, flags unusual provisions

Patent landscape analysis, IP strength assessment, freedom to operate review

Automated technical architecture review, security assessment, scalability analysis

IGV integration skill for interactive genome visualization and review

Systematic literature review skill for clinical evaluation supporting regulatory submissions

Design review planning and execution skill for structured design phase gate reviews per 21 CFR 820.30

Pre-Startup Safety Review checklist generation skill for startup readiness verification

Construction submittal tracking skill for document management and review workflow

Interface with MathSciNet for mathematical reviews

Skill for formal design review preparation and execution (PDR/CDR)

Skill for design for manufacturing review and optimization

AI-assisted literature review for question-answering over papers and evidence synthesis

Skill for simulating peer review feedback on manuscripts

Biomedical literature mining using PubMed/MEDLINE for systematic review support

Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards

Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors

Prepare ethics applications, develop informed consent protocols, and navigate institutional review processes for human subjects research

Prepare manuscripts following APA, ASA, or discipline-specific guidelines with proper reporting standards and peer review navigation

Navigate institutional review board processes, informed consent, confidentiality, and ethical considerations in human subjects research

Conduct comprehensive literature searches, quality assessments, evidence synthesis, and meta-analyses

MISRA C compliance checking and static analysis integration

RTL code quality checking and linting. Runs lint rules, identifies synthesis issues, detects inferred latches, and generates lint reports with waivers.

Automated changelog generation from commits and PRs

Vercel deployment, edge functions, environment configuration, and preview deployments.

# Review Writing — 学术综述逐节写作方法论

Mandatory code reviews via /code-review before commits and deploys

OpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration

Atomic commits, PR size limits, commit thresholds, stacked PRs

Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration

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Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews.

Write high-quality, maintainable tests for Java projects using modern best practices.