athola/claude-night-market

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hook-authoring Guide creating Claude Code hooks with security-first design. Use for validation and enforcement.

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knowledge-locator Searches and navigates stored knowledge in memory palaces. Use when looking for previously stored information or cros…

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python-packaging Python package creation and PyPI distribution via pyproject.toml and entry points. Use when publishing a package or s…

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writing-rules Creates behavioral rules in markdown to block dangerous commands or restrict AI behavior. Use when adding safety guar…

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architecture-paradigm-microkernel Applies microkernel architecture with minimal core and plugin extensibility. Use when building platforms where third …

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bug-review Hunts bugs with evidence trails. Use when investigating unexpected behavior or before merging code with potential hid…

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structured-output Formats review deliverables with consistent structure for comparable findings. Use when finalizing any review or anal…

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agent-teams Coordinates Claude agent teams via filesystem protocol. Use when orchestrating parallel agents with task dependencies…

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9

context-optimization Optimizes context window via MECW principles and memory tiering. Use when context exceeds 30% or before long multi-st…

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safety-critical-patterns Applies NASA Power of 10 rules for safety-critical verifiable code. Use when auditing financial, medical, or high-rel…

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unified-review Orchestrates multi-domain review (code, arch, tests, security) in a single pass. Use when thorough pre-release review…

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api-review Evaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before re…

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feature-review Scores backlog items with RICE/WSJF/Kano and files GitHub issues for top candidates. Use when triaging a roadmap or p…

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vhs-recording Generates terminal recordings using VHS tape scripts and produces GIF outputs. Use when creating demo GIFs or documen…

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workflow-setup Configures GitHub Actions CI/CD workflows for testing, linting, and deployment. Use when setting up automation for a …

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architecture-paradigm-layered Applies layered n-tier architecture with enforced boundaries. Use when designing moderate systems needing clear prese…

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architecture-paradigm-microservices Applies microservices for independent deployment and per-service scaling. Use when teams need autonomous release cycl…

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mission-orchestrator Orchestrates full project lifecycle by auto-detecting state and routing to the correct phase. Use when starting or re…

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scope-guard Scores feature worthiness and enforces branch-size limits against overengineering. Use when evaluating whether a feat…

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architecture-paradigm-cqrs-es Applies CQRS and Event Sourcing for read/write separation and audit trails. Use when designing systems with complex d…

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architecture-review Assesses architecture decisions, ADR compliance, and coupling. Use when evaluating design changes or validating struc…

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22

python-async Async Python patterns via asyncio and aiohttp for I/O-bound concurrency. Use when adding async APIs, handling concurr…

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23

python-testing Python testing patterns with pytest, fixtures, TDD, mocking, async and integration tests. Use when writing or auditin…

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quota-management Tracks quotas, monitors thresholds, and degrades gracefully for rate-limited APIs. Use when integrating external serv…

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workflow-improvement Evaluates and improves skills, agents, commands, and hooks after a workflow slice. Use when execution felt slow, conf…

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architecture-paradigm-hexagonal Applies hexagonal architecture isolating domain from infrastructure. Use when designing systems where testability and…

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diff-analysis Analyzes changesets with risk scoring, categorization by type and impact, and release note preparation. Use when extr…

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document-conversion Converts documents and URLs to markdown via tiered fallback (MCP markitdown, native tools, user notice). Use when a s…

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session-palace-builder Builds session-scoped temporary memory palaces for extended conversations. Use when tracking state across interruptio…

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architecture-paradigm-event-driven Applies event-driven async messaging to decouple producers and consumers. Use when designing real-time or multi-subsc…

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architecture-paradigm-serverless Applies serverless FaaS patterns for event-driven workloads. Use when designing bursty workloads with minimal infrast…

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doc-updates Updates documentation after code changes with quality gates, slop detection, and accuracy checks. Use when code chang…

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git-workspace-review Verifies workspace state and staged changes as a read-only preflight. Use before commits or PRs to confirm staged set…

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media-composition Combines GIFs and videos into composite tutorials with vertical or grid layouts via ffmpeg. Use when assembling multi…

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pr-review Reviews pull requests with scope validation, requirements compliance, and line comments. Use when reviewing GitHub or…

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project-init Scaffolds new projects with git, CI/CD workflows, pre-commit hooks, and build config. Use when starting a new Python,…

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speckit-orchestrator Orchestrates Spec Driven Development by coordinating spec, plan, and task skills. Use when running the full speckit w…

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task-planning Generates phased, dependency-ordered implementation tasks from specifications. Use after spec is complete and before …

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architecture-aware-init Selects architecture paradigm via research before scaffolding. Use when architecture is undecided and the choice need…

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evaluation-framework Provides weighted scoring, rubrics, and decision-threshold patterns. Use when designing quality gates, evaluation sys…

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papers Searches academic literature via arXiv, Semantic Scholar, and open-access PDFs. Use when building literature reviews …

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release-health-gates Standardizes release approvals with GitHub-aware checklists and deployment gates. Use before releasing to production …

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risk-classification Classifies agent tasks into 4 risk tiers (GREEN/YELLOW/RED/CRITICAL). Use when assessing action reversibility before …

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usage-logging Implements structured usage logging and audit trails for cost and session tracking. Use when adding audit trails, usa…

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architecture-paradigm-client-server Applies client-server architecture for web/mobile apps. Use when designing systems with centralized backend services,…

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architecture-paradigm-functional-core Applies Functional Core, Imperative Shell to isolate logic from side effects. Use when business logic is entangled wi…

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architecture-paradigm-service-based Applies coarse-grained service architecture for deployment independence. Use when independent deployment is needed bu…

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do-issue Implements GitHub or GitLab issues via parallel subagents with review gates between task batches. Use when resolving …

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makefile-review Audits Makefiles for build correctness, portability, and recipe duplication. Use when reviewing a Makefile or before …

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mcp-code-execution Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limi…

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