Code Review
Automated code review and analysis
lit-synthesizer
by dangeles
Senior scientific author for literature review synthesis with authority to restructure, rewrite, and add analysis across outline creation, introduction framing, and final synthesis
Supplychain
by robdtaylor
Executive-level supply chain expertise for automotive manufacturing. Strategic purchasing, materials management, supplier development, and cost optimization aligned with IATF 16949 requirements. USE WHEN user says 'supply chain', 'purchasing', 'procurement', 'supplier', 'materials management', 'inventory', 'sourcing', 'vendor', 'BOM cost', 'PPV', 'should cost', 'make vs buy', 'RFQ', 'category management', or needs strategic guidance on automotive supply chain decisions. Integrates with AutomotiveManufacturing, A3CriticalThinking, and HoshinKanri skills.
Assemblyoperations
by robdtaylor
Assembly operations guidance for LVA (Low Volume Assembly) and FML (Full Manufacturing Line) departments. Covers kitting, torque operations, poka-yoke verification, line balancing, SMED changeovers, and serialized traceability. USE WHEN user says 'assembly', 'LVA', 'FML', 'kitting', 'torque operation', 'line balancing', 'takt time', 'poka-yoke', 'work instruction', 'build sequence', or needs assembly process guidance.
beamer-deck
by mseok
"Generate academic Beamer presentations with multi-agent review. Builds original themes, applies rhetoric principles, iterates until zero warnings."
checkpoint
by petekp
Meta-cognitive decision support that analyzes current context and surfaces intelligent next-step options to the user. Use this skill when: (1) User explicitly invokes /checkpoint, (2) Significant work has been completed and a checkpoint is valuable, (3) Uncertainty or ambiguity exists about requirements or approach, (4) Task complexity has expanded beyond initial scope, (5) Before finalizing or committing to ensure nothing is missed. This skill pauses execution, assesses the situation holistically, and presents 2-5 contextually-appropriate options via AskUserQuestion, with a recommended option and rationale.
ralph-prd
by third774
Generate structured prd.json files for autonomous agent loops (Ralph Wiggum pattern). Use when planning bulk/batch tasks, migrations, refactoring campaigns, or any work that can be decomposed into independent items with verification steps.
seam-ripper
by petekp
Ruthlessly analyze architectural seams—the interfaces, boundaries, and contracts between system components—to expose coupling problems, abstraction leaks, and design failures. Use when asked to review architecture, analyze coupling, find interface problems, improve module boundaries, audit dependencies, or redesign system structure. Produces uncompromising redesign proposals that prioritize correctness over backwards compatibility.
pywayne-maths
by wangyendt
Mathematical utility functions for factorization, digit counting, and large integer multiplication using Karatsuba algorithm. Use when solving number theory problems, computing factors, counting digit occurrences, or performing optimized large integer multiplication.
adversarial-code-review
by third774
Review code through hostile perspectives to find bugs, security issues, and unintended consequences the author missed. Use when reviewing PRs, auditing codebases, or before critical deployments.
Businessstrategy
by robdtaylor
MBA-trained business strategist with full commercial awareness. USE WHEN user says 'business plan', 'financial analysis', 'P&L', 'cash flow', 'valuation', 'market analysis', 'competitive analysis', 'SWOT', 'business model', 'unit economics', 'fundraising', 'pitch deck', or needs strategic business guidance.
deep-research
by petekp
Conduct exhaustive, citation-rich research on any topic using all available tools: web search, browser automation, documentation APIs, and codebase exploration. Use when asked to "research X", "find out about Y", "investigate Z", "deep dive into...", "what's the current state of...", "compare options for...", "fact-check this...", or any request requiring comprehensive, accurate information from multiple sources. Prioritizes accuracy over speed, cross-references claims across sources, identifies conflicts, and provides full citations. Outputs structured findings with confidence levels and source quality assessments.
senior-developer
by dangeles
Use when implementing production-quality Python code within an assigned scope, including architecture decisions at component level, comprehensive testing, and code review of junior-developer outputs.
essay-pipeline
by dangeles
Use when collaboratively writing a science blog essay through interactive thesis development, essay structuring, argument development, and paragraph writing with tiered fact-checking and voice matching.
Toolcrib
by robdtaylor
Tool inventory management for MNMUK machine shop. Tracks tooling, inserts, consumables with reorder points and usage. USE WHEN user asks 'tool inventory', 'what inserts', 'reorder', 'tool crib', 'do we have', 'tooling cost', or 'tool usage'.
pywayne-bin-gitstats
by wangyendt
Analyze and visualize Git commit time distribution. Use when users need to analyze Git repository commit patterns, generate commit statistics, visualize commit activity by time, hour, or weekday. Triggered by requests to analyze commits, show commit distribution, visualize Git activity, or generate commit time statistics.
A3criticalthinking
by robdtaylor
Toyota-style A3 problem solving with embedded priority hierarchy: Safety First, then Customer Value, then Shareholder Value. Structured thinking framework for manufacturing decisions, root cause analysis, and countermeasure development. USE WHEN user says 'A3', 'problem solving', 'root cause', 'countermeasure', '5 whys', 'fishbone', 'ishikawa', 'priority decision', 'safety first', 'critical thinking', or needs structured analysis of manufacturing problems. Integrates with AutomotiveManufacturing and HoshinKanri skills.
Damperassembly
by robdtaylor
Dept 71 damper assembly operations for DSSV (Dynamic Suspensions Spool Valve) dampers. Covers component receipt, sub-assembly, fluid fill, gas charging, functional testing, and troubleshooting. USE WHEN user says 'damper', 'Dept 71', 'DSSV', 'spool valve', 'damper assembly', 'damper test', 'dyno test', 'fluid fill', 'gas charge', or needs damper-specific guidance.
latex-document-manager
by dangeles
Use when user asks to examine, edit, proofread, or compile LaTeX documents. Triggers on mentions of .tex files, pdflatex, xelatex, lualatex, latexmk, bibtex, biblatex, CV updates, or LaTeX paper editing on macOS.
completion-verifier
by dangeles
Verification system that ensures tasks are truly complete before marking them done, preventing premature completion claims through systematic checklist validation
cfd-reviewer
by dangeles
Use when invoked by cfd-bioreactor orchestrator to provide adversarial engineering review of CFD simulation plans and generated code. Challenges mesh quality, boundary conditions, solver parameters, stabilization choices, and physical plausibility. Produces severity-rated review with approval status.
autonomous-agent-readiness
by petekp
Assess a codebase's readiness for autonomous agent development and provide tailored recommendations. Use when asked to evaluate how well a project supports unattended agent execution, assess development practices for agent autonomy, audit infrastructure for agent reliability, or improve a codebase for autonomous agent workflows. Triggers on requests like "assess this project for agent readiness", "how autonomous-ready is this codebase", "evaluate agent infrastructure", or "improve development practices for agents".
Commercialsales
by robdtaylor
Customer relationship and contract management for automotive manufacturing. Covers RFQ processing, contract review, customer requirements management, order handling, customer communication, complaint escalation, and satisfaction monitoring per IATF 16949 requirements. USE WHEN user says 'RFQ', 'quotation', 'contract review', 'customer requirements', 'CSR', 'customer complaint', 'customer satisfaction', 'order management', or 'customer communication'. Integrates with QuoteEstimator, Apqpppap, and EightD skills.
scientific-analysis-architect
by dangeles
Use when planning multi-chapter scientific research analyses with expert consultation. Produces markdown analysis documents with pseudocode for RNA-seq, proteomics, or other data analysis workflows. Triggers on research planning, analysis architecture, or multi-chapter analysis design requests.
Apqpppap
by robdtaylor
APQP phase gate management and PPAP documentation for automotive product launches. Covers all 5 APQP phases, phase gate checklists, PPAP 18 elements, PSW generation, timing plans, and open issues tracking. USE WHEN user says 'APQP', 'PPAP', 'phase gate', 'product launch', 'PSW', 'PPAP elements', 'launch readiness', 'timing plan', or 'program management'. Integrates with PFMEA, ControlPlan, and MSA skills.