GitHub
deferred-finding
Use when a review finding cannot be fixed in current PR - creates properly documented tracking issue with full context, linked to parent, following full issue-driven-development process
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Data & AI AI Skills
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Categories: Data & AI
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GitHub
code-explorer
Use when asked to trace existing codepaths or explicitly asked to run the code-explorer subagent.
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GitHub
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoid...
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GitHub
code-reviewer
Use when explicitly asked to run the code-reviewer subagent or when another skill requires the code-reviewer agent card.
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GitHub
type-design-analyzer
Use when asked to evaluate type design/invariants or explicitly asked to run the type-design-analyzer subagent.
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GitHub
epic-management
Use for LARGE work requiring feature-level grouping. Creates epic tracking issues, manages related issues under a common label, tracks epic progress, and coordinates with milestones.
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GitHub
ci-monitoring
Use after creating PR - monitor CI pipeline, resolve failures cyclically until green or issue is identified as unresolvable
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GitHub
session-start
Use at the beginning of every work session - establishes context by checking GitHub project state, reading memory, verifying environment, and orienting before starting work
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GitHub
branch-discipline
Use before any code changes - hard gate ensuring work never happens on main branch, with proper feature branch creation from correct base
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GitHub
memory-integration
Use to maintain context across sessions - integrates episodic-memory for conversation recall and mcp__memory knowledge graph for persistent facts
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GitHub
comment-analyzer
Use when asked to review code comments for accuracy/quality or explicitly asked to run the comment-analyzer subagent.
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GitHub
issue-decomposition
Use when an issue is too large for a single task - breaks into linked sub-issues with full documentation, ensuring manageable work units
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GitHub
pr-test-analyzer
Use when asked to evaluate PR test coverage or explicitly asked to run the pr-test-analyzer subagent.
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GitHub
comprehensive-review
Use after implementing features - 7-criteria code review with MANDATORY artifact posting to GitHub issue; blocks PR creation until complete
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GitHub
sentry-setup-metrics
Setup Sentry Metrics in any project. Use this when asked to add Sentry metrics, track custom metrics, setup counters/gauges/distributions, or instrument application performance metrics. Supports JavaScript, Typ...
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GitHub
research-after-failure
Use after 2 consecutive failed attempts at solving a problem - STOP guessing and research documentation, codebase, and online resources before resuming
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GitHub
features-documentation
Use when user-facing features change. Ensures features documentation is updated. Pauses work if documentation has drifted, triggering documentation-audit skill.
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GitHub
apply-all-findings
Use after code review - implement ALL findings; any finding not fixed MUST have tracking issue created; no finding disappears without trace
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GitHub
security-review
MANDATORY for security-sensitive code changes - OWASP-based security review with dedicated checklist, required before PR for auth, input handling, API, database, or credential code
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GitHub
environment-bootstrap
Use for development environment setup - create and maintain init scripts, run smoke tests, ensure consistent environment across sessions
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GitHub
security-reviewer
Use when explicitly asked to run the security-reviewer subagent or when another skill requires the security-reviewer agent card.
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GitHub
worker-protocol
Defines behavior protocol for spawned worker agents. Injected into worker prompts. Covers startup, progress reporting, exit conditions, and handover preparation.
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GitHub
pre-work-research
Use before starting implementation - research repository documentation, codebase patterns, and external resources to inform the approach
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GitHub
code-architect
Use when asked for an architecture blueprint or explicitly asked to run the code-architect subagent.
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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.