majiayu000
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- ▌ Eval Driven Dev · majiayu000 bundleInstrument Python LLM apps, build golden datasets, write eval-based tests, run them, and root-cause failures — covering the full eval-driven development cycle. Make sure to use this skill whenever a user is developing, testing, QA-ing, evaluating, or benchmarking a Python project that calls an LLM, even if they don't say "evals" explicitly. Use for making sure an AI app works correctly, catching regressions after prompt changes, debugging why an agent started behaving differently, or validating output quality before shipping.
- ▌ Executing Tests · majiayu000 bundleExecutes test cases from a TestLink plan using browser automation and records pass/fail results per case. Use when a QA engineer wants to execute tests, run tests, execute a test plan, or run test cases against an application.
- ▌ Fec E2e Testing · majiayu000 bundle用于创建、维护、调试或审查真实浏览器端到端测试，包括 Playwright/Cypress、Page Object、CI 产物、trace、不稳定用例、跨页面视觉回归以及登录、支付、权限或 CRUD 等关键用户旅程。若是测试层规划或靠近 UI 组件的测试，先选择对应测试工作流；中文触发词包括 E2E、端到端测试、Playwright、Cypress。
- ▌ Finwiz Context7 · majiayu000 bundleAutomatically uses Context7 MCP tools to fetch up-to-date library documentation when working with external libraries. Use when implementing code with CrewAI, Pydantic, pytest, or any external library to ensure accuracy and compatibility.
- ▌ Forge Lang Bash · majiayu000 bundleBash/Shell scripting standards including shellcheck, shfmt, and bats testing. Use when working with shell scripts (.sh, .bash).
- ▌ Implement Tasks · majiayu000 bundleImplement tasks from tasks.md using multi-agent orchestration. Use when ready to implement a spec's tasks, supports both single-agent and multi-agent modes via Task tool.
- ▌ Local Full Test · majiayu000 bundleRun full end-to-end test workflows for Kagenti. Supports Kind and HyperShift clusters with automated setup and testing.
- ▌ Lovable Prompts · majiayu000 bundleUse when user asks to "create lovable prompts", "convert PRD to lovable", "generate lovable sequence", or provides a PRD file and asks to break it into implementation prompts. Converts PRDs into sequenced Lovable prompts with frontend mocks first, then backend integration.
- ▌ Maestro Explore · majiayu000 bundleExplore the mobile app to find a specific page, screen, or component by iteratively inspecting and navigating the live device via Maestro MCP. Use when the user wants to find something in the app, navigate to a screen, locate a component, explore the app, or says "find the X screen" or "how do I get to Y".
- ▌ Magento Testing · majiayu000 bundleWrite tests for Magento 2 — PHPUnit unit tests, integration tests, MFTF functional tests, and API tests. Use when implementing test coverage for modules, debugging, or setting up CI/CD test pipelines.
- ▌ MCP Mock Client · majiayu000 bundleCreate mock MCP client for server testing with request/response simulation.
- ▌ Memlab Analysis · majiayu000 bundleExpert skill for JavaScript memory leak detection using Facebook MemLab. Configure MemLab scenarios, execute memory leak detection runs, analyze heap snapshots, identify detached DOM elements, find event listener leaks, and integrate with CI pipelines.
- ▌ Nw Pbt Stateful · majiayu000 bundleStateful property-based testing patterns, model-based testing, and anti-patterns
- ▌ Ops Browser Uat · majiayu000 bundleBrowser-based user acceptance testing via Playwright MCP tools. Logs into the application, navigates through features, and captures visual proof with screenshots.
- ▌ Oss Write Tests · majiayu000 bundleWrite tests for untested OSS code as a standalone contribution. Identifies coverage gaps, studies the repo's test conventions, and guides the user through writing tests that match existing patterns. Use when contributing tests to an open source repo, looking for a low-risk first contribution, or improving test coverage. Not for writing tests alongside a bug fix — use oss-contribute for that.
- ▌ Pmc Ticket Init · majiayu000 bundleCreate ticket directories with 1-definition.md from PRD and planning docs. Use this skill to initialize new tickets with self-contained context, relationships, testing draft, and expectations.
- ▌ Qcsd Cicd Swarm · majiayu000 bundleQCSD Verification phase swarm for CI/CD pipeline quality gates using regression analysis, flaky test detection, quality gate enforcement, and deployment readiness assessment. Consumes Development outputs (SHIP/CONDITIONAL/HOLD decisions, quality metrics) and produces signals for Production monitoring.
- ▌ Rails AI Mailers · majiayu000 bundleUse when sending emails - ActionMailer with async delivery via SolidQueue, templates, previews, and testing
- ▌ Rails AI Testing · majiayu000 bundleUse when testing Rails applications - TDD, Minitest, fixtures, model testing, mocking, test helpers
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- ▌ Vibe Scenario Matrix · majiayu000 bundleGenerates a behavioral scenario acceptance matrix for comprehensive test coverage planning. Maps user scenarios to acceptance criteria with stable IDs.
- ▌ Skill Installer · majiayu000 bundleInstall or update Agent Skills (skill folders with SKILL.md) across agent harnesses. Use when the user says install a skill, add this skill to my machine or repo, update a skill, move a skill between harnesses, or update a skill from a URL.
- ▌ Specsafe Verify · majiayu000 bundleRun tests and validate implementation. Loops back to dev if tests fail. Moves spec from CODE to QA stage.
- ▌ Task Decomposer · majiayu000 bundleDecompose Linear todos into actionable, testifiable chunks with rationale, as-is/to-be analysis, expected outputs, and risk assessment for effective project management
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- ▌ Test Encryption · majiayu000 bundleWrite Jest tests for encryption/decryption flows in React Native apps using expo-secure-store mocks and crypto-js. Use when testing encrypted data storage, verifying encryption roundtrips, mocking secure storage in tests, or testing SQLite with encrypted content.
- ▌ Test First Bugs · majiayu000 bundleThis skill should be used when the user reports a bug, describes unexpected behavior, says something is "broken", "not working", "failing", mentions an "error", "issue", or "problem" in code, or asks to "fix" something. Enforces test-driven bug fixing workflow.
- ▌ Test Guidelines · majiayu000 bundleComprehensive testing guidelines for Vitest and React Testing Library. Covers quality standards, AAA pattern, naming conventions, branch coverage, and best practices. Reference this skill when creating or updating test code during Phase 2 (Testing & Stories).
- ▌ Test Playwright · majiayu000 bundleWrite and review Playwright demo tests for Kagenti - markStep segments, assertions, selectors, narration alignment
- ▌ Test Unit Suite · majiayu000 bundleRun unit tests for the API Service and Analyzers. Use this to verify business logic, individual components, and code analyzers.
- ▌ Testing Go Code · majiayu000 bundleRun Go unit tests, coverage reports, and benchmarks. Use when you need to run tests, check coverage, run benchmarks, or regenerate mocks after interface changes.
- ▌ Testing Quality · majiayu000 bundleCoordinate research-focused testing and quality validation with clear constraints, gates, and confidence ceilings.
- ▌ Testing Whisper · majiayu000 bundleTranscribe WAV audio files using OpenAI Whisper for intelligibility testing. Use when transcribing audio, testing speech output quality, running whisper, or checking if generated audio is intelligible.
- ▌ Testing Widgets · majiayu000 bundleTesting StickerNest widgets and components. Use when the user asks to test widgets, write tests, add tests, create test cases, run tests, debug tests, or verify widget functionality. Covers Playwright E2E tests, Vitest unit tests, widget integration testing, and pipeline testing.
- ▌ Twd Test Writer · majiayu000 bundleTWD test writing context — teaches AI agents how to write correct TWD (Test While Developing) in-browser tests. Use this when writing, reviewing, or modifying TWD test files (*.twd.test.ts).
- ▌ Ucp Conformance · majiayu000 bundleRun and write UCP conformance tests — validate a UCP implementation against the official test suite covering checkout lifecycle, orders, fulfillment, payments, idempotency, webhooks, and security. Use when testing or validating a UCP implementation.
- ▌ Umbraco Testing · majiayu000 bundleRouter skill for choosing the right testing approach for Umbraco backoffice extensions
- ▌ Uvm Methodology · majiayu000 bundleDeep expertise in Universal Verification Methodology (IEEE 1800.2) for FPGA verification
- ▌ Vitest Advanced · majiayu000 bundleVitestの高度な機能を活用したテスト実装スキル。 並列実行、カバレッジ最適化、非同期テスト処理、モック戦略を実装します。 Anchors: • 『Test-Driven Development: By Example』（Kent Beck） / 適用: テスト設計 / 目的: 品質向上 Trigger: Use when optimizing Vitest tests, configuring parallel execution, improving coverage, implementing async testing patterns, or designing mock strategies.
- ▌ Add PDF Report · majiayu000 bundleInternal implementation skill invoked by /add-native for app-generated PDF report workflows using expo-print and, when present, expo-sharing.
- ▌ Aitask Explore · majiayu000 bundleExplore the codebase interactively, then create a task for implementation.
- ▌ Aitask Pickrem · majiayu000 bundlePick and implement a task in remote/non-interactive mode. All decisions from execution profile - no AskUserQuestion calls.
- ▌ Aitask Pickweb · majiayu000 bundlePick and implement a task on Claude Code Web. Zero interactive prompts. No cross-branch operations — stores task data locally in .aitask-data-updated/.
- ▌ Archive Weekly · majiayu000 bundleArchive Week.md content to Periodic/Weekly/. Handles the metabolic transition from Captive (volatile) to Periodic (permanent record).
- ▌ Audit Workflow · majiayu000 bundleBi-directional comparison workflow for config auditing. Compares what agents expect (from templates/standards) against what repositories actually have, presenting differences with remediation options. Use when agents need to audit configs, validate standards compliance, or identify mismatches between expected and actual configurations.
- ▌ Change History · majiayu000 bundleMaintain a structured JSON history of project changes in .history/changes.json. Use this skill after making any medium-to-large changes to the codebase. This includes: new files, API changes, schema changes, dependency changes, config changes, refactors, Dockerfile changes, and significant bug fixes. Do NOT log formatting-only changes, typo fixes, or trivial single-line edits. When in doubt, log it.
- ▌ Confirm Action · majiayu000 bundleAsk the user to confirm before taking a significant action. Use before containment, remediation, or other impactful operations to ensure analyst approval. Presents options and waits for response.
- ▌ Df Set Profile · majiayu000 bundleSwitch model profile for DevFlow agents (quality/balanced/budget). Configuration change — modifies which AI models agents use.
- ▌ Esper Continue · majiayu000 bundleResume an interrupted session. Reads the active increment, assesses progress, and picks up where the last session left off.
- ▌ File Placement · majiayu000 bundleEnforces ZERO TOLERANCE file placement rules for documentation and scripts. Use when (1) Creating any .md file, (2) Creating any .sh script, (3) Organizing documentation, (4) Writing guides or reports, (5) Adding utility scripts. CRITICAL RULES - NEVER create .md files in root directories (except README.md, CLAUDE.md), NEVER create .sh scripts in backend (except start.sh), ALL documentation goes in docs/ subfolders, ALL scripts go in scripts/ folder.
- ▌ Flowpatrol Ops · majiayu000 bundleManages operational monitoring and compliance for FlowPatrol financial systems using automated tools.
- ▌ Gsd Autonomous · majiayu000 bundleRun all remaining phases autonomously — discuss→plan→execute per phase
- ▌ Launch Runbook · majiayu000 bundlePlan and execute a launch runbook covering pre-launch verification, go-live procedures, DNS cutover, post-launch monitoring, and rollback procedures. Use this skill whenever the user is preparing to launch a website or product, planning a DNS cutover, building a go-live checklist, or executing a launch day. Triggers on launch runbook, go-live, launch day, DNS cutover, deploy to production, site launch, product launch, cutover plan, launch checklist, deployment procedure. Also triggers when a launch is approaching and the team needs structured coordination, even if 'runbook' is not explicitly stated.
- ▌ Localize Rules · majiayu000 bundleルールをプロジェクトに最適化。郷に入っては郷に従え精神。Use when user mentions localizing rules, adapting rules to project, or customizing templates. Do NOT load for: app i18n/localization features, business rule implementation.
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- ▌ Openspec Apply · majiayu000 bundleImplements an approved OpenSpec change and keeps tasks in sync. Use when applying or implementing an openspec proposal.
- ▌ Phase Detector · majiayu000 bundleUse when determining task phase - analyzes task file to identify Phase 1, 2, or 3 for a specific task
- ▌ Phase Protocol · majiayu000 bundlePhase execution protocol to prevent context drift during long development sessions. MUST be read at the start of each phase and referenced in the last TODO of each phase. This ensures AI maintains context across phases.
- ▌ Pipeline Guide · majiayu000 bundleAccess ENCODE uniform analysis pipelines, generate user-specific Nextflow/WDL pipelines, manage compute resources, and integrate with cloud platforms. Use when the user wants to understand ENCODE pipelines, run pipelines on their own data, generate custom Nextflow workflows from ENCODE pipeline code, check compute requirements (CPU/GPU/memory), run pipelines in background, or integrate with Google Cloud, AWS, or other cloud platforms. Also use when the user asks about ENCODE pipeline outputs, processing standards, software versions, or wants to replicate ENCODE processing. Covers local execution, HPC, and cloud deployment with resource-aware scheduling. Use this skill for ANY pipeline execution, workflow generation, or compute resource management task involving ENCODE data.
- ▌ Power Automate · majiayu000 bundleExpert guidance for Power Automate development including cloud flows, desktop flows, Dataverse connector, expression functions, custom connectors, error handling, and child flow patterns. Use when building automated workflows, writing flow expressions, creating custom connectors from OpenAPI, or implementing error handling patterns.
- ▌ Pr Shepherding · majiayu000 bundleMonitor PR lifecycle from creation through merge including CI monitoring, review comment handling, thread resolution, and merge readiness verification.
- ▌ Ralph Workflow · majiayu000 bundleAutonomous backlog processing workflow for Brain Dump. Use when working through multiple tickets autonomously or when asked to process a backlog like Ralph.
- ▌ Resume Handoff · majiayu000 bundleResume work from handoff document with context analysis and validation
- ▌ Resume Mission · majiayu000 bundleResume a paused background mission. The mission will resume executing on its original schedule. Use when the user wants to restart a previously paused mission. Keywords: mission, resume, restart, enable, activate, unpause.
- ▌ Runbook Writer · majiayu000 bundleWrite an operational runbook for a service, incident type, or deployment procedure. Use when asked to write a runbook, create an ops guide, document an operational procedure, or prepare an incident response playbook. Produces a runbook with overview, prerequisites, step-by-step procedures, rollback steps, troubleshooting table, and escalation paths.
- ▌ Spec Kit Tasks · majiayu000 bundleUse when an approved Spec Kit `plan.md` + `spec.md` must be decomposed into dependency-ordered `tasks.md`, or when `tasks.md` is missing/stale after planning or reconciliation changes.
- ▌ Spool Workflow · majiayu000 bundleSpool workflow delegation - delegates all workflow content to Spool CLI instruction artifacts.
- ▌ Sync Templates · majiayu000 bundleBidirectional sync between scaffold templates and vault templates with interactive merge
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- ▌ Track Progress · majiayu000 bundleRecord completed development work to changelog and progress tracking. Updates What's New and tracks initiative progress.
- ▌ Trading System · majiayu000 bundleUnified trading system with auto-logging, bots, and performance analytics
- ▌ Update Pillars · majiayu000 bundleSync Pillars between projects - bidirectional copy with smart filtering. TRIGGER when: user wants to sync Pillars ("update pillars from X", "sync pillars", "pull pillars from framework", "push pillars to project"). DO NOT TRIGGER when: user wants to update rules/skills/workflow (use respective update-* skills), or just wants to read Pillar docs.
- ▌ Util Changelog · majiayu000 bundleAppend a changelog entry to a note. Called by write skills after modifying files.
- ▌ Workflow Rules · majiayu000 bundleReturns the universal governance spec for custom workflow commands. Hard rules, briefing templates, launch mechanics, and pulse setup. Invoked by user-authored shortcut commands that cannot read launch.md directly.
- ▌ Zendesk Triage · majiayu000 bundlePull open tickets from [Zendesk](https://composio.dev/toolkits/zendesk) and triage by priority, category, and SLA status
- ▌ Appellant Brief · majiayu000 bundleDrafts the appellant's opening brief challenging a lower court decision in federal or state appellate courts. Covers issue selection, standard of review framing, record citation, argument structure, and procedural compliance under FRAP 28/32 or state equivalents. Use when preparing an appellant's opening brief, selecting appellate issues, structuring appellate arguments, or demonstrating reversible error on appeal.
- ▌ Blog Production · majiayu000 bundleProduce a complete blog article for Clarido from topic selection through published, voice-analyzed markdown with illustration. Use when creating new blog content.
- ▌ British English · majiayu000 bundleEnforce British English spelling, grammar, and conventions in all written content
- ▌ Chapter Writing · majiayu000 bundleThis skill should be used when the user asks to "write a chapter", "next chapter", "chapter outline", "draft chapter", "continue the story", "write a scene", "outline a chapter", or wants to write prose for a story project.
- ▌ Client Advisory · majiayu000 bundleDrafts client advisory memoranda translating legal developments into actionable guidance with impact analysis, Bluebook citations, and compliance recommendations. Use when preparing client alerts, regulatory updates, legal bulletins, or proactive advisory summaries.
- ▌ Client Proposal · majiayu000 bundleWrite a professional client proposal from a brief. Sections include Executive Summary, Understanding Your Challenge, Our Approach, Scope of Work, Timeline, Investment, and Next Steps. Confident, specific, closes with clear CTA. 2-4 pages. Use when user needs a "proposal", "client pitch document", or "project proposal".
- ▌ Contrarian Take · majiayu000 bundleWrite a newsletter built around a strong opinion that challenges conventional wisdom. Opens with the contrarian statement, builds the case, addresses objections, and closes with what the reader should do differently. 800-1200 words. Use when user wants to write a "hot take", "contrarian piece", "unpopular opinion" newsletter, or challenge an industry norm.
- ▌ Cre Development · majiayu000 bundleCRE Development and Construction suite - 8 specialist skills for U.S. site/entitlement screening, budget and yield-on-cost, construction loan sizing, GC contracts, draw review, schedule risk, lease-up pro forma, and IC memo writing.
- ▌ English Writing · majiayu000 bundleThis skill enforces clear, consistent, and professional English in all generated content, code comments, documentation, and prompts. It ensures that all outputs meet the project's language and style standards.
- ▌ Help Doc Writer · majiayu000 bundleProduce a concise Markdown outline for a help-center article based on a given topic and context, adhering to strict style, content, and structure rules without inventing details.
- ▌ Humanize Beagle · majiayu000 bundleRewrite AI-generated developer text to sound human — fix inflated language, filler, tautological docs, and robotic tone. Use after review-ai-writing identifies issues.
- ▌ Linkedin Marketing · majiayu000 bundlePlan, draft, audit, and publish LinkedIn posts and comments. Use when the user wants to write a viral LinkedIn post, draft a comment or reply on any LinkedIn post URL, audit a draft against 2026 algorithm heuristics, remove AI tells, extract hook formulas from viral posts, or plan a week of content. Powered by the Publora API for publishing. User provides post/comment URLs, skill drafts content, user approves, then publishes.
- ▌ Master Schedule · majiayu000 bundleSilent setup check. Verifies master-schedule.json exists and the sheet is accessible. If not, copies the template sheet to the user's account and writes master-schedule.json. Called automatically by other skills before reading or writing product data.
- ▌ Natural Writing · majiayu000 bundleWrite like a human, not a language model. Avoid AI-tell vocabulary, formulaic structures, and hollow emphasis. Apply to ALL written output including prose, documentation, comments, and communication.
- ▌ Notes Humanizer · majiayu000 bundleStrips AI writing patterns from text and rewrites it to sound genuinely human — not by softening it, but by removing statistical defaults and injecting the specific signals that human writers produce.
- ▌ Ppw Translation · majiayu000 bundleTranslate Chinese academic text into polished English for journal submission. Produces LaTeX output with bilingual comparison. 将中文学术草稿翻译为投稿级英文。
- ▌ Seobuild Onpage · majiayu000 bundleWrite SEO pages that rank on Google AND get cited by LLMs. Uses live SERP data, 500-token chunk architecture, RAG optimization for Gemini 3.5 Flash, and the Reddit Test quality gate. Triggers on: "write an SEO page", "seo-agi", "seo page for [keyword]", "rank for [keyword]", "rewrite this page for SEO", "GEO", "AEO", "write a page that ranks".
- ▌ Session To Post · majiayu000 bundleConverts a Claude Code session into a blog post, case study, or Reddit post. Use when publishing dev blog content or community posts from real sessions.
- ▌ Shipflow Enrich · majiayu000 bundleResearch the web and upgrade a blog article, product page, or entire content folder — fresh data, actionable advice, user-centric, conversion-driven
- ▌ Suede Ship Copy · majiayu000 bundleSuede Labs copy-only orchestration DAG: intake with a verbatim capture of the published text, five blind research lenses, an audit of agent-generated facts that closes the set of assertable claims, three angles, a section map with one message per section, disjoint section writers, four-lens review, adversarial refutation, a deslop pass, and a publish-readiness gate. Use for one high-stakes piece strangers will read that has to be true: a landing page, launch post, blog post, email, X thread, docs page, README, ad, or store listing. The audit targets what the agents invent, never what the requester supplied: their own statements are given, and no phase may verify, hedge, or gate on them. Reads the live surface; never publishes. NOT FOR: multi-surface campaign writing (use johnny-suede-write); changing code (use suede-ship); one surface in one pass with no research (use suede-copy); stripping AI patterns from existing text (use suede-deslop); bulk generation (use suede-codex-fleet).
- ▌ Tone Aggressive · majiayu000 bundleApplies aggressive advocacy tone to legal writing with forceful, adversarial prose, strong declarative framing, and minimal hedging. Use when drafting opposition briefs, responses to bad-faith conduct, compliance demands, trial briefs, or any document requiring zealous positional advocacy.
- ▌ Tutorial Design · majiayu000 bundleDesign and write hands-on tutorials with progressive disclosure, exercises, and troubleshooting sections. Use when creating learning content, workshops, or step-by-step guides.
- ▌ Writing General · majiayu000 bundleInternal skill for Strunk & White writing rules. Loaded by /writing for quick edits or as base layer for domain skills.
- ▌ Writing Outline · majiayu000 bundleInternal skill for creating detailed section outlines. Called by /writing workflow after PRECIS and master OUTLINE are complete.