CI/CD

Declarative release readiness checklist that mirrors GitHub checks,deployment issues, and documentation requirements.Triggers: release gates, release readiness, deployment checklist, release review,quality signals, rollout scorecard, QA handshake, deployment gatesUse when: preparing releases, validating deployment gates, conducting releasereviews, embedding release gate snippets in PRsDO NOT use when: weekly status updates - use github-initiative-pulse.DO NOT use when: code reviews - use pensive review skills.Standardizes release approvals with GitHub-aware checklists.

Retrospective workflow evaluation and improvement of skills, agents, commands, and hooks.Triggers: workflow improvement, retrospective, workflow efficiencyUse when: workflow felt slow, confusing, or needs optimizationDO NOT use when: implementing features - focus on feature work first.

Single deployable with enforced module boundaries for team autonomy without distributed complexity.Triggers: modular monolith, module boundaries, single deployment, team autonomyUse when: teams need autonomy without distributed overheadDO NOT use when: already using microservices or system is small.

CQRS and Event Sourcing for auditability, read/write separation, and temporal queries.Triggers: CQRS, event sourcing, audit trail, temporal queriesUse when: read/write scaling differs or audit trail requiredDO NOT use when: simple CRUD - use architecture-paradigms first.

Qwen CLI delegation workflow implementing delegation-core for Alibaba's Qwen models.Triggers: qwen cli, qwen delegation, alibaba qwen, qwen batch, multi-file analysis,qwen summarization, qwen extraction, 100K contextUse when: delegation-core selected Qwen, need Qwen's large context capabilities,batch processing or multi-file analysis requiredDO NOT use when: deciding which model to use - use delegation-core first.DO NOT use when: qwen CLI not installed or configured.Consult this skill when implementing Qwen-specific delegation workflows.

detailed development workflow with modular patterns for git, code review, testing, documentation, and deployment

Transform project brief into detailed, testable specifications using spec-driven development methodology

Generate phased, dependency-ordered tasks from specs. Identifies parallelization opportunities.Triggers: task planning, dependency ordering, phased breakdown, parallel tasksUse when: converting specifications to implementation tasksDO NOT use when: writing specifications - use spec-writing.

Generate language-specific Makefile with common development targets

Context-aware progressive module loading with hub-and-spoke pattern for token optimization.Triggers: progressive loading, lazy loading, hub-spoke, module selectionUse when: optimizing skill loading or reducing upfront context usage

Construct temporary, session-specific memory palaces for complex projectsand conversations.Triggers: session context, project memory, conversation state, temporary storage,session palace, context preservation, complex project, extended conversationUse when: working on complex multi-step projects, preserving context acrossinterruptions, tracking session-specific stateDO NOT use when: permanent knowledge structures needed - use memory-palace-architect.DO NOT use when: searching existing knowledge - use knowledge-locator.Consult this skill for session-scoped temporary knowledge structures.

Shared infrastructure and patterns for imbue analysis skills.Triggers: imbue patterns, todowrite patterns, evidence formats, analysis workflows,shared templates, imbue infrastructureUse when: other imbue skills need common patterns, creating new analysis skills,ensuring consistency across imbue pluginDO NOT use directly: this skill is infrastructure for other imbue skills.This skill provides shared patterns consumed by other imbue skills.

Generic weighted scoring and threshold-based decision framework for evaluatingartifacts against configurable criteria.Triggers: evaluation, scoring, quality gates, decision framework, rubrics,weighted criteria, threshold decisions, artifact evaluationUse when: implementing evaluation systems, creating quality gates, designingscoring rubrics, building decision frameworksDO NOT use when: simple pass/fail without scoring needs.Consult this skill when building evaluation or scoring systems.

Create distributable Python packages with proper structure and publishing.Triggers: Python packaging, pyproject.toml, uv, pip, PyPI, distribution, CLI tools,entry points, package structure, publishingUse when: creating Python packages, configuring pyproject.toml, setting upentry points, publishing to PyPI, CI/CD for packagesDO NOT use when: testing packages - use python-testing instead.DO NOT use when: optimizing package performance - use python-performance.Consult this skill for Python package creation and distribution.

Spatial indexing and retrieval system for finding information within memorypalaces using multi-modal search.Triggers: knowledge search, find information, locate concept, recall, spatialquery, cross-reference, discovery, memory retrieval, pr review search,past decisions, review patternsUse when: searching for stored knowledge, cross-referencing concepts,discovering connections, retrieving from palaces, finding past PR decisionsDO NOT use when: creating new palace structures - use memory-palace-architect.DO NOT use when: processing new external resources - use knowledge-intake.Consult this skill when searching or navigating stored knowledge.

Gemini CLI delegation workflow implementing delegation-core for Google's Gemini models.Triggers: gemini cli, gemini delegation, google gemini, 1M context, large file analysis,gemini batch, gemini summarization, gemini extractionUse when: delegation-core selected Gemini, need Gemini's 1M+ token context window,batch processing or large document summarization requiredDO NOT use when: deciding which model to use - use delegation-core first.DO NOT use when: gemini CLI not installed or authenticated.Consult this skill when implementing Gemini-specific delegation workflows.

Systematically uncover and fix bugs using language-specific expertise andreproducible evidence.Triggers: bug hunting, defect detection, debugging, fix verification, bug fix,regression check, error investigation, defect documentationUse when: deep bug hunting needed, documenting defects, verifying fixes,systematic debugging requiredDO NOT use when: test coverage audit - use test-review instead.DO NOT use when: architecture issues - use architecture-review.Use this skill for systematic bug hunting with evidence trails.

Expert-level Rust audits covering ownership, concurrency, unsafe blocks,traits, and Cargo dependencies.Triggers: Rust review, ownership analysis, borrowing, unsafe audit, concurrency,Cargo dependencies, lifetime annotations, trait boundsUse when: reviewing Rust code, auditing unsafe blocks, analyzing ownership patterns,scanning Cargo dependencies for securityDO NOT use when: general code review without Rust - use unified-review.DO NOT use when: performance profiling - use parseltongue:python-performance pattern.Use this skill for Rust-specific code audits.

Detect codebase bloat through progressive analysis: dead code, duplication, complexity, and documentation bloat.Triggers: bloat detection, dead code, code cleanup, duplication, redundancy, codebase health, technical debt, unused codeUse when: preparing for refactoring, context usage is high, quarterly maintenance, pre-release cleanupDO NOT use when: actively developing new features, time-sensitive bug fixes.DO NOT use when: codebase is < 1000 lines (insufficient scale for bloat).Progressive 3-tier detection: quick scan → targeted analysis → deep audit.

Audit Makefiles for duplication, portability, and idiomatic GNU Make usage.Triggers: Makefile review, build system, GNU Make, portability, deduplication,pattern rules, automatic variables, dependency graphUse when: auditing Makefiles, reviewing build system, checking portability,eliminating recipe duplicationDO NOT use when: creating new Makefiles - use abstract:make-dogfood.DO NOT use when: architecture review - use architecture-review.Use this skill for Makefile audit and optimization.