GitHub
product-master
High-level Product Management analysis using first-principles. Jumps out of code implementation to analyze product functionality, design, and strategic structure.
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devops project management AI Skills
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GitHub
schedule-optimization
Multi-objective schedule optimization expertise using constraint programming and Pareto optimization. Use when generating schedules, improving coverage, balancing workloads, or resolving conflicts. Integrates w...
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GitHub
ui-ux-designing
Design UI/UX concepts for apps and web services through systematic research and questioning. Use PROACTIVELY when designing app interfaces, determining visual direction, creating design systems, choosing color...
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GitHub
historian
Invoke HISTORIAN for session documentation, historical records, and continuity. Creates human-readable narratives for non-technical stakeholders. Not invoked for routine work - only for poignant, significant se...
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GitHub
resilience-dashboard
Generate a comprehensive resilience status report using all available MCP tools. Aggregates unified critical index, burnout Rt, early warnings, utilization, and defense levels into a single actionable dashboard...
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GitHub
fm-residency-scheduling
Family Medicine Residency Excel-based scheduling. Use when working with academic year block schedule spreadsheets to assign faculty half-days (C, GME, DFM) and resident half-days, validate constraints, process...
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GitHub
planning-tickets
Plan and create GitHub Issues with agile/scrum methodology. Analyze requirements, identify parallel work, manage dependencies, and suggest git worktree strategies. Use PROACTIVELY when creating tickets, plannin...
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GitHub
force-manager
Invoke FORCE_MANAGER for task force assembly and team composition decisions. Use when complex tasks require coordinated multi-agent teams with proper staffing and lifecycle management.
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GitHub
mcp-orchestration
Tool discovery, routing, chaining, error handling, and composition for the 34+ MCP scheduling tools. Use when orchestrating complex multi-tool workflows, handling MCP errors, or discovering available capabiliti...
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GitHub
schedule-validator
Validate generated schedules for ACGME compliance, coverage gaps, and operational viability. Use when verifying schedule integrity before deployment or investigating schedule issues.
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GitHub
changelog-generator
Automatically generate user-friendly changelogs from git commit history. Use when preparing release notes, documenting changes for stakeholders, or creating app store descriptions.
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GitHub
tamc-excel-scheduling
TAMC Family Medicine Residency Excel-based scheduling. Use when working with AY 25-26 block schedule spreadsheets to assign faculty half-days (C, GME, DFM) and resident half-days, validate constraints, process...
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GitHub
scheduling
Generate resident schedules respecting ACGME rules, institutional policies, and individual preferences. Orchestrates constraint propagation, optimization, and conflict resolution for medical residency program s...
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GitHub
refining-requirements
Clarify ambiguous requirements through structured questioning and produce detailed, implementation-ready specifications. Acts as PdM to identify unclear points and resolve them via AskUserQuestion. Use PROACTIV...
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GitHub
production-incident-responder
Crisis response skill for production system failures. Integrates with MCP resilience tools to detect, diagnose, and respond to critical system failures. Use when production system shows signs of failure or duri...
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GitHub
xlsx
Excel spreadsheet import and export for schedules, coverage matrices, and compliance reports. Use when importing schedule data from Excel or generating Excel files for faculty/admin.
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GitHub
designing-wireframes
Create ASCII wireframes, user flow diagrams, and cross-cutting specifications for UI/UX visualization. Use PROACTIVELY when user mentions wireframe, UI design, UX flow, screen layout, screen design, user flow,...
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GitHub
roster-party
Parallel team composition analysis using G-1 PERSONNEL. Deploy 6 probes for comprehensive roster assessment before complex task assembly.
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GitHub
schedule-verification
Human verification checklist for generated schedules. Use when reviewing Block 10 or any generated schedule to ensure it makes operational sense. Covers FMIT, call, Night Float, clinic days, and absence handlin...
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GitHub
sof-party
Rapid cross-domain assessment using 18-series SOF Operators. Deploy 7 probes for immediate situational awareness before task force assembly.
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GitHub
solver-control
Solver kill-switch and progress monitoring for schedule generation. Use when aborting runaway solvers, monitoring long-running schedule generation, or integrating abort checks into solver loops.
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GitHub
enterprise-readiness
Assess and enhance software projects for enterprise-grade security, quality, and automation. This skill should be used when evaluating projects for production readiness, implementing supply chain security (SLSA...
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GitHub
plan-interview
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-interview before implementing a new feature, refactorin...
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GitHub
plan-interview
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-interview before implementing a new feature, refactorin...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.