Testing Qa AI Skills

This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens",…

Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.

Generates a layered test plan for an ESP32 firmware change — static checks, host-side pytest/C logic, ESP-IDF Unity tests on target, pytest-embedded integration — with positive, negative, boundary,…

Comprehensive Odoo testing toolkit for generating test skeletons, running test suites, creating mock data, and analyzing test coverage across Odoo 14-19. Supports TransactionCase, HttpCase,…

Drive the entire cap-evolve pipeline end to end, autonomously. Use when the user wants the whole optimization run with minimal hand-holding. Sequences intake → implement-and-check → baseline → the…

Dispatch gates: PM-only leaf dispatch, executor/delegation identity, anti-recursion, parallel readiness, SDD QC tri-review, inline single-seat exceptions. Read before dispatch or leaf execution.

Plan and carry repository changes through implementation, verification, and handoff. Use for project work that needs a general development workflow; select specialist guidance when it adds…

Agent that evaluates its own performance and iterates on prompts. Scores agent outputs against defined criteria, diagnoses weaknesses, and proposes prompt modifications to improve outcomes. Use when…

Set up and run unit, integration, and E2E tests for Chrome extensions. Covers Jest mocks for chrome.* APIs and Puppeteer E2E with real Chrome.

Clean and transform messy data in Stata with reproducible workflows

Write manual test cases (markmap) from docs, bugs or code — code-first: review code for bugs first; extracts machine-readable schema. Not for: requirement-analysis / test-strategy / test-case-review /…

Build and fix retrieval that actually returns the right passage — structure-aware chunking, one pinned embedding model, lexical plus vector search fused, reranking, and a recall measurement that is…

Chief People Officer (CHRO) orchestrator for organizational design, hiring, compensation, culture, performance management, DE&I, and talent development. Use when defining org structure, hiring plans,…

Use this skill whenever you need to verify that a web UI actually works the way it's supposed to — clicking through flows, asserting state, catching console errors, taking screenshots across multiple…

Use for tests and release verification. Triggers: regression test, Playwright, E2E, contract test, coverage, CI flake, TDD, 테스트, 회귀 테스트, 품질 게이트.

Impeccable design commands for frontend interfaces: plan UX before code (shape), critique, audit, polish, harden, clarify UX copy, adapt, optimize, distill, typeset, colorize, layout, bolder or…

Test Discord with Convex-leased QA bots: check credentials without a Gateway, exercise owned messages, or prove OpenClaw replies, files, threads, reactions, streaming, and typing. Distinguish API and…

Keep an eye on this PR. Review and resolve pull request comments and fix build failures autonomously. Use when asked to review PR feedback, address reviewer comments, fix CI failures, resolve PR…

Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Works with free APIs (Moz, Bing Webmaster, Common Crawl) and DataForSEO…

General-purpose QA verdict for any artifact type

Optimizes a React Native app by profiling first to find real bottlenecks, then sweeping for mechanical issues. Entry-point for all performance work. Use when the app feels slow, user asks to optimize,…

Use when the user asks to "package our proof points", "build reusable stat cards and case snippets", or "put proof where each pillar makes its claim"; turns claims-ledger-approved proofs into reusable…

Use when running controlled perf experiments to validate hypotheses.

Advise on Unity testability

Run the CI gate on your machine so it agrees with the runner — deriving the exact command, paths, markers, and env from the workflow file instead of the Makefile, unblocking gate steps that…

Run fast, progressive experiments to map tunable parameters and their effects. Use when optimizing code, prompts, configurations, or other artifacts against a goal or benchmark, or when a long…

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring…

Build an interactive competitive-traffic report for any company and its rivals — monthly visits (SimilarWeb), organic search traffic and Domain Rating (Ahrefs) — as one self-contained HTML page with…

Integrate AI-powered Amazon affiliate product recommendations into websites using affiliatematic.com. Use when you need to: (1) Add Amazon affiliate widgets to a website, (2) Set up automated product…

Generate Amazon and cross-border ecommerce product images from a product business card. Use when the user asks for a white-background image, showcase image, selling-point image, hero image, detail…

Prepares CI/CD and infrastructure, then executes authorized deployments with health and recovery checks.

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

Split a multi-call LM workflow by cognitive load, not by accuracy: let one strong model make the few reasoning decisions and a cheap model do the many mechanical executions (Aider architect+editor,…

创建、编辑、优化和测试 skills。当用户明确要求创建一个具体的新 skill、修改已有 skill 的内容或描述、运行 skill 评测，或优化 skill 触发准确率时使用。

罗振宇风格的认知/启发/商业长文创作 skill。基于罗振宇 14 年内容创作经验（2012-2026），从《罗辑思维》视频文稿、「罗胖60秒」、出版书（《成大事者不纠结》《阅读的方法》《启发》）、「时间的朋友」跨年演讲（2015至今共11场）、《文明之旅》提炼的完整创作框架。 支持 3 种结构（罗胖60秒 / 罗辑思维长文 / 跨年演讲稿）、3 种 SCQA 变体（TQA 触发-问题-答案 /…

Use when the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance), publication-grade figures,…

Use when acting as a startup product manager for discovery, PRDs, issue slicing, roadmap tradeoffs, or customer-value sequencing.

Applies hexagonal (ports & adapters) architecture. Use when designing application structure, separating domain from infrastructure, creating testable boundaries, or when user mentions ports, adapters,…

Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced testing patterns.

Query project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show everything related to X", or "remember this…

Test for regulatory compliance: GDPR/CMP consent verification, Google Consent Mode v2, Global Privacy Control (GPC), CCPA/US state opt-out, EU AI Act Article 50 transparency, Better Ads Standards, and…

Add or refine tests for specx Python services. Use when creating unit tests for use cases/services, integration tests for FastAPI controllers or infrastructure adapters, e2e smoke tests, architecture…

Clear everything blocking an existing PR/MR from merging — rebase onto the default branch, get CI green, and resolve review threads (Copilot and human). Use for "rebase on main", "make CI green", "fix…

This skill should be used after visual-acceptance-review has generated fix-tasks.json. It applies precise visual fixes from structured diff tasks, preserves source-of-truth contracts, avoids redesign…

Use when the user wants to interact with Instagram — extract a user's profile data (bio, followers, following, post count, avatar) or scrape visible posts from a user's grid (URLs, thumbnails,…

Analyze a site's backlink profile, anchors, toxic signals, competitors, gaps, and disavow candidates. Use only when links or referring domains are the requested focus.

Run iterative DINOv3 SSL DEFT data selection and retraining from an unlabeled pool, using GRIT or multi-task weakness and fixed-encoder retrieval. Use for active-learning-style DINOv3 mining, not…

Rigorously evaluate an Agent Skill end-to-end across ANY coding-agent CLI — verify its scripts emit the documented numbers (deterministic checks), test whether its description triggers on the right…

Vytvoř workflow kontrakt z dosavadní diskuse — zapíše ~/Workspace/specs/<projekt>/<název>/contract.md (české tělo + strojový frontmatter) a zlintuje ho wf-gate. Použij, když uživatel řekne /wf nebo…

Monitor outbound deliverability health across domains, inboxes, DNS, bounces, spam placement, reply rates, and reputation signals. Produces alert thresholds, dashboard spec, weekly QA checklist, and…

Determines whether graph-structured requirements are ready for architecture, development, and verification, then derives the smallest coherent build-preparation package without inventing requirement…