Testing & Security

End-to-end guide for creating React components in AgenticFleet's frontend, from design tokens through Tailwind styling, shadcn/ui integration, state management, to testing.

Create, review, and refactor project documentation (README, AGENTS.md, architecture docs, runbooks, API docs) with deep codebase analysis, clear markdown structure, and diagrams/user flows. Use when asked to write or improve docs, audit existing documentation for accuracy or quality, generate diagrams/flows, or assess agent-first docs like AGENTS.md/PLANS.md for freshness and completeness.

Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'.

Arma Reforger Workbench workflow, testing guidelines, and debugging patterns

Renders and validates Crossplane compositions with security and policy checks. Automatically activates when testing compositions, rendering examples, or validating resources with Polaris, kube-linter, and Datree. Works standalone or as part of complete KCL validation workflow.

Validates KCL Crossplane compositions with comprehensive checks including formatting, syntax validation, and rendering tests. Automatically activates when working with KCL files, Crossplane compositions, or before commits touching infrastructure/base/crossplane/configuration/. Prevents CI failures and catches critical bugs like the mutation pattern.

Orchestrate and run appropriate pensive review skills based on codebaseanalysis and context.Triggers: code review, unified review, full review, review orchestration,multi-domain review, intelligent review, auto-detect reviewUse when: general review needed without knowing which specific skill applies,full multi-domain review desired, integrated reporting neededDO NOT use when: specific review type known - use bug-review, test-review, etc.DO NOT use when: architecture-only focus - use architecture-review.Use this skill when orchestrating multiple review types.

Session-aware usage logging for audit trails, cost tracking, and analytics with JSONL format.Triggers: usage logging, audit trails, cost tracking, session logging, analytics, structured logging, JSONLUse when: implementing audit trails, tracking costs, collecting usage analytics, managing session loggingDO NOT use when: simple operations without logging needs.Consult this skill when implementing usage logging and audit trails.

Create clear, testable specifications with user stories and acceptance criteria.Triggers: spec writing, feature specification, requirements, user storiesUse when: creating new specifications or writing acceptance criteriaDO NOT use when: generating implementation tasks - use task-planning.

Reusable patterns and templates for Claude Code skill and hook development.Triggers: validation patterns, error handling, testing templates, workflow patterns,shared patterns, reusable templates, DRY patterns, common workflowsUse when: creating new skills or hooks that need consistent patterns, implementingvalidation logic, setting up error handling, creating test scaffolding,referencing standard workflow structuresDO NOT use when: pattern is specific to one skill only.DO NOT use when: pattern is still evolving - wait for stability.DO NOT use when: pattern is context-dependent requiring variations.Reference these patterns to validate consistency across the ecosystem.

Compose processing stages using a pipes-and-filters model for ETL, mediaprocessing, or compiler-like workloads.Triggers: pipeline architecture, pipes and filters, ETL, data transformation,stream processing, CI/CD pipeline, media processing, batch processingUse when: data flows through fixed sequence of transformations, stages can beindependently developed and tested, parallel processing of stages is beneficialDO NOT use when: selecting from multiple paradigms - use architecture-paradigms first.DO NOT use when: data flow isn't sequential or predictable.DO NOT use when: complex branching/merging logic dominates.Consult this skill when designing data pipelines or transformation workflows.

Orchestrate tutorial generation from VHS tapes and Playwright specs to dual-tone markdown with GIF recording.Triggers: tutorial update, gif generation, tape recording, update tutorial, regenerate gifs, tutorial manifestUse when: regenerating tutorial GIFs, updating documentation demos, creating tutorials from tape filesDO NOT use when: only updating text - use doc-updates.DO NOT use when: only capturing browser - use scry:browser-recording directly.

Master Python asyncio, concurrent programming, and async/await patternsfor high-performance applications.Triggers: asyncio, async/await, coroutines, concurrent programming, async API,I/O-bound, websockets, background tasks, semaphores, async context managersUse when: building async APIs, concurrent systems, I/O-bound applications,implementing rate limiting, async context managersDO NOT use when: CPU-bound optimization - use python-performance instead.DO NOT use when: testing async code - use python-testing async module.Consult this skill for async Python patterns and concurrency.

Configure GitHub Actions workflows for CI/CD (test, lint, typecheck, publish)

Update and maintain tests following TDD/BDD principles with detailedquality assurance.Triggers: test updates, test maintenance, test generation, TDD workflow,BDD patterns, test coverage, pytest, test enhancement, quality assuranceUse when: updating existing tests, generating new tests for features,enhancing test quality, ensuring detailed coverage, pre-commit validationDO NOT use when: auditing test suites - use pensive:test-review.DO NOT use when: writing production code - focus on implementation first.Run git-workspace-review first to understand which tests need updates.

Authentication patterns for external services: API keys, OAuth, token management, verification.Triggers: authentication, API keys, OAuth, token management, credentialsUse when: integrating external services or implementing authentication flows

Standardized pytest configuration for plugin development with shared test patterns.Triggers: pytest configuration, conftest, fixtures, test setupUse when: setting up pytest for plugin development or creating fixtures

Monitor and optimize CPU/GPU usage with load measurement and cost-effectivevalidation strategies.Triggers: CPU usage, GPU usage, performance, load monitoring, build performance,training, resource consumption, test suite, compilationUse when: session starts (auto-load with token-conservation), planning buildsor training that could pin CPUs/GPUs for >1 minute, retrying failed resource-heavy commandsDO NOT use when: simple operations with no resource impact.DO NOT use when: quick single-file operations.Use this skill BEFORE resource-intensive operations. Establish baselines proactively.

Evaluate and improve Claude skill quality through auditing.Triggers: skill audit, quality review, compliance check, improvement suggestions,token usage analysis, skill evaluation, skill assessment, skill optimization,skill standards, skill metrics, skill performanceUse when: reviewing skill quality, preparing skills for production, auditingexisting skills, generating improvement recommendations, checking compliancewith standards, analyzing token efficiency, benchmarking skill performanceDO NOT use when: creating new skills from scratch - use modular-skills instead.DO NOT use when: writing prose for humans - use writing-clearly-and-concisely.DO NOT use when: need architectural design patterns - use modular-skills.Use this skill BEFORE shipping any skill to production. Check even if unsure.

Enforces "prove before claim" discipline - validation, testing, and evidencerequirements before declaring work complete.Triggers: completion, finished, done, working, should work, configured,ready to use, implemented, fixedUse when: claiming ANY work is complete, recommending solutions, statingsomething will work, finishing implementationsDO NOT use when: explicitly asking questions or requesting clarificationDO NOT use when: work is clearly in-progress and not claiming completionCRITICAL: This skill is MANDATORY before any completion claim. Violationsresult in wasted time and eroded trust.