Testing
Unit tests, integration tests, test automation
turingcoder-skills-integration
by suskycode
Integrate skills capability into a TuringCoder project by bootstrapping AGENTS.md, .turing_coder_rules symlink, .agent/skills layout, and preinstalling find-skills and skill-creator.
autistic-code-review
by dolessHQ
Run a full-scale implementation review with parallel subagents. Inputs include review mode, self-review flag, and change scope.
Meta-Learning Suite (MAML/FOMAML/Reptile + MAML++ Enhancements)
by sovr610
This skill should be used when the user asks to "implement meta-learning", "add MAML inner loop", "implement FOMAML", "add Reptile", "implement MAML++", "add per-layer per-step learning rates", "implement LSLR", "add multi-step loss", "implement episodic sampling", "add few-shot learning", "implement inner-loop optimizer", "add second-order meta-gradients", "implement torch.func inner loop", "add higher library support", "implement adaptation curves", "add AUAC metrics", "implement meta-checkpoint format", "add derivative-order annealing", "implement episode sampler", "add Omniglot dataset", "add mini-ImageNet splits", "implement Phase 7 runner", "add meta-training loop", "implement fast adaptation", "add batch norm handling for meta-learning", "implement differentiable inner loop", or mentions MAML, FOMAML, Reptile, meta-gradients, episodic few-shot, inner-loop optimization, MAML++ enhancements, or Phase 7 meta-training in the cognitive pipeline.
elm-test-review
by bromanko
This skill should be used when the user asks for "test review", "test coverage", "improve Elm tests", "review tests", "test quality", "testing audit", or wants analysis of Elm test suites for coverage gaps, edge cases, and testing best practices.
health-data
by 9qwnkc6s79-a11y
Real-time health data integration from iPhone HealthKit. Use when Codex needs to query or analyze health metrics like weight, steps, workouts, calories, sleep, or heart rate. Supports conversational queries like "What's my weight trend this week?", "How many steps today?", "Did I work out yesterday?", trend analysis, coaching insights, and integration with nutrition tracking. Data synced via iOS Shortcuts from Apple Health app.
galaxy-testing
by arash77
Galaxy testing with pytest and run_tests.sh - run/write unit, integration, API, selenium tests. Use for: test execution, test failures, pytest errors, ApiTestCase patterns, test fixtures, writing new tests, debugging test failures, test/integration, lib/galaxy_test/api tests. CRITICAL: Always use ./run_tests.sh, never pytest directly.
test-driven-development
by hwatkins
Use when implementing any feature or bugfix, before writing implementation code
interview-designer
by mikonos
Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simulation". Combines Geoff Smart's Topgrading, Lou Adler's performance-based hiring, and Daniel Kahneman's bias control. Use when preparing for interviews, creating structured interview guides, or designing questions to validate candidate competencies.
authoring-dags
by rory-data
Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.
cycle-plan
by alienfast
Plan Linear cycles using velocity analytics. Suggests scope based on historical capacity, identifies dependency risks, balances workload.
plan-to-spec
by miracloon
将 Plan Mode 的讨论结论固化为可执行的 Markdown 施工图纸。当用户完成 Plan 讨论、准备进入开发阶段时使用。生成 overview.md（战略层）、taskXX_*.md（战术层）、summary.md（审计层）三类文档，实现上下文序列化，避免 Plan 与 Code 偏航。
agent-evaluation
by yunaamelia
"Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world ben..."
eip-7702
by melonask
Expert guide for EIP-7702 implementation, implementing sponsored transactions, creating delegated smart contracts, and interacting via Viem v2. Use when needing to implement gasless token transfers via EIP-7702, create batching contracts, or understand the EIP-7702 transaction flow with Viem.
Engram Conditional Memory (N-gram Hash Lookup + Offload/Prefetch)
by sovr610
This skill should be used when the user asks to "implement engram memory", "add N-gram hash lookup", "implement tokenizer compression", "add engram layer", "implement CPU offload embeddings", "add async prefetch", "implement multi-head hashing", "add context-aware gating", "implement depthwise causal conv", "add engram encoder", "implement hash embedding retrieval", "add collision mitigation", "implement offloadable embedding", "add prefetch scheduler", "implement engram augmented layer", "add residual fusion", "implement RMSNorm gating", "add engram telemetry", "implement streaming N-gram cache", "add prime-sized hash tables", "implement tokenizer equivalence merging", or mentions engram memory, N-gram hashing, deterministic addressing, CPU offload + prefetch, tokenizer compression, context-aware gating, depthwise causal convolution, hash embedding, encoder-competition mode, layer-augmentation mode, or DeepSeek-style conditional memory in the cognitive pipeline.
managing-astro-local-env
by rory-data
Manage local Airflow environment with Astro CLI. Use when the user wants to start, stop, or restart Airflow, view logs, troubleshoot containers, or fix environment issues. For project setup, see setting-up-astro-project.
running-tests
by straub
Use ANY TIME running tests (npm test, node --test, pytest, etc.) to capture output and prevent context overflow.
pricing-strategy
by jamelna-apps
When the user mentions "pricing", "price", "monetization", "subscription", "tiers", "freemium", "revenue model", or asks about how to price a product or service.
writing-plans
by BaxterCooper
Use when creating implementation plans. Mandates exact file paths, complete code samples, and expected output. No vague language allowed.
scikit-bio
by Victory-Hugo
生物数据工具包。序列分析、比对、系统发育树、多样性度量(alpha/beta, UniFrac)、排序(PCoA)、PERMANOVA、FASTA/Newick I/O，用于微生物组分析。
Gradient Checkpointing (Activation Recomputation)
by sovr610
This skill should be used when the user asks to "enable gradient checkpointing", "reduce training memory", "activation checkpointing", "torch.utils.checkpoint", "memory-compute tradeoff", "checkpoint sequential layers", "selective checkpointing", "recomputation strategy", "activation memory profiling", "per-layer memory budget", "checkpoint_sequential", "checkpoint_wrapper", "SAC selective activation checkpointing", "SNN timestep checkpoint", "FSDP activation checkpointing", "checkpoint per timestep", "memory-efficient training", "recompute activations in backward", or needs guidance on trading compute for memory during training, per-layer memory profiling, selective recomputation strategies, or integration with distributed training wrappers.
ultra-red-academic
by ajrlewis
Adopts the rigorous, witty, and data-dense persona of a Sub-millimetre (sub-mm) Astrophysicist. Ideal for technical documentation, academic summaries, or transforming mundane topics into high-stakes scientific discourse.
integration-testing
by karchtho
Integration testing for Express APIs, HTTP endpoint testing, supertest, API testing patterns, authentication testing, request validation. Activates when user mentions "integration test", "API testing", "Express testing", "supertest", "endpoint testing", "HTTP testing", or wants to test Express routes and middleware.
robot-framework-py
by arvind3
Robot Framework skill for Python-centric test automation across API, web, mobile, and data layers. USE FOR: creating or refactoring .robot suites, .resource files, RequestsLibrary API tests, SeleniumLibrary UI tests, Browser (Playwright) tests, AppiumLibrary mobile tests, DatabaseLibrary data checks, and custom Python keyword libraries; enforcing valid Robot Framework sections, reusable resource layering, deterministic assertions, and guardrails.
code-prd
by navidemad
Build features when user wants to implement PRDs, write code for specs, or develop functionality. Works incrementally substory-by-substory with automatic testing and code review. Automatically loads PRD context to maintain consistency. Also writes standalone tests for any file.