PostgreSQL 16 & Drizzle ORM Best Practices für DRK-Digitalisierungstools. Verwende diesen Skill bei Variante-B-Apps (Server + Datenbank) für Schema-Design, Migrations, Security…
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or tim — from…
This skill should be used when the user asks to "create custom DSPy module", "design a DSPy module", "extend dspy.Module", "build reusable DSPy component", mentions "custom module…
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom…
This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement tool-calling agent", "use dspy.ReAct", mentions "agent wit — from…
This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement tool-calling agent", "use dspy.ReAct", mentions "agent wit — from…
Analyze a User Story as the RE Agent — fetch from Azure DevOps/Jira, produce structured requirements spec with task breakdown, and post summary comment.
Reproduce a bug using Playwright — navigate to the repro URL, follow repro steps, take screenshots, and confirm whether the bug is reproducible.
Generate wiki documentation from completed spec files — architecture decisions, usage guide, API changes. Posts to ADO Wiki or Confluence depending on provider config.
Analyze an Azure DevOps/Jira User Story and produce a structured estimation — understanding, implementation plan, recommended hours/SP, AEM pages affected, and open questions.
Answer developer questions about project architecture, components, patterns, and workflows. Use when a developer asks "how does X work?", "what is Y?", "where do I find Z?", or…
Review multiple Azure DevOps pull requests in batch. Use when reviewing several PRs at once or checking active PRs for a repo.
Create or close child Task work items under an Azure DevOps/Jira User Story. Use to break down a story into FE/BE/Authoring tasks with hour estimates, or use "close" argument to…
6-phase verification with auto-fix — compile, lint, test, secret scan, architecture, then code review with fix loop (max 3 cycles). Only passes when all phases are clean.
Run E2E tests or interactive browser verification. Triggers on: 'run e2e', 'e2e test', 'browser test', 'check in browser', 'verify UI', 'interactive test'.
Run a comprehensive E2E browser test suite for a newly scaffolded Goravel entity. Tests navigation, CRUD operations, search, filters, row actions, form validation, FK dropdowns,…
Przeprowadza one-time setup środowiska E2E (Maestro + dedykowany projekt Supabase) w projekcie Expo — dedykowana baza, .env.e2e, migracje, marker bazy, konto testowe, dev-client z…
End-to-end validation flows across plugins, integrations, and mobile. Proves the full jadecli ecosystem works with real data.
Редактирование PPTX-презентаций через python-pptx. Использовать при добавлении/изменении слайдов, синтаксической подсветке, управлении шрифтами и форматированием через XML.
Plan and add Elsa unit tests required by the constitution. Use when a feature class, service registration, logic-bearing implementation, failure path, infrastructure exception…
Use when the user asks to "build the email HTML", "make this email responsive", "fix dark-mode rendering", or "QA the email across clients"; produces the coded HTML build — a…
Interact with the running Endo daemon — inspect agent inboxes, read/post to channels, list names, send messages to agents.
Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and c — from…
Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a chan — from…
Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke — from…
Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals b — from…
Run an incident response workflow — triage, communicate, and write postmortem. Trigger with "we have an incident", "production is down", an alert that needs severity asse — from…
Generate a standup update from recent activity. Use when preparing for daily standup, summarizing yesterday's commits and PRs and ticket moves, formatting work into yeste — from…
Perform holistic review of completed refactoring, validate improvements, and create follow-up tasks if needed
**WORKFLOW SKILL** — Register and generalize agent errors into reusable lessons. USE FOR: when the user corrects the agent, capturing what went wrong, analyzing root cause,…
ESP32 El Trabajante Firmware-Entwicklung für AutomationOne IoT-Framework. Verwenden bei: C++, PlatformIO, Sensor hinzufügen, Actuator erstellen, Driver implementieren, Service…
Audit .claude/rules/ files for structural correctness, glob validity, and real-world usefulness. Resolves each paths: pattern against actual project files, then asks the user…
Reviews a Pull Request or validates local changes before opening a PR, following the eventaservo architecture and Rails patterns. Analyzes committed, staged, and unstaged changes.
This skill manages the full lifecycle of Excel documents via MCP API (mcp__excel__* tools only). Use when working with .xlsx files: reading and writing data, managing…
Diff-aware AI browser testing — analyzes git changes, generates targeted test plans, and executes them via agent-browser (Rust daemon + CDP, ARIA-tree-first).
Use when explaining code, concepts, patterns, or architecture: engineer-grade technical explanations with 3-tier depth control, ASCII diagrams, and execution traces.
Generate comprehensive architecture documentation for complex code modules with Graphviz diagrams and examples.
Explain what a piece of code does — a specific file, class, or method in close detail, or a user-facing flow as a concise system overview.
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping. — from fusengine/agents
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping. — from engineering/architecture
Multi-angle codebase exploration spawning 3-5 parallel agents for code structure, data flow, architecture patterns, and health assessment.
Exports a Dataverse solution containing Power Pages site components as a zip file, ready for deployment to another environment.
Scaffold a new Cozystack external app package inside an external-apps repository. Generates the full chart skeleton (Chart.yaml, Makefile, values.yaml with cozyvalues-gen…
Systematically extract knowledge from scattered documentation to prevent catastrophic forgetting. Creates structured extraction reports with status tags.
Claude Fable 5's operating doctrine — calibration, reasoning moves, problem framing, planning, debugging, execution, orchestration, verification, communication, recovery, context…
Reviews or guides implementation of a 12-factor cloud-native application. Audits an existing codebase for 12-factor compliance, or provides concrete implementation guidance when…
Use when: designing failure behavior for an architecture or component design before implementation: per-dependency failure modes (slow, down, wrong, partial), degradation policy,…
Create a Go database seeder for a Goravel entity with 25+ realistic records. Covers all status/enum values, diverse data for sorting/pagination testing, and proper nullable field…
TDD-first feature development — crystallise API as a demo test, drive implementation to pass it, run quality stack and progressive review loop.
Design React components from Figma files. Use when given a Figma URL to analyze a design and propose React component architecture, props API, and variant handling.
Implement React components from Figma designs. Use after figma-design-react has analyzed the design, or directly with a Figma URL to run analysis and implementation in one shot.
Storybook の story が指す Figma node-id が広すぎる/古い場合に、対象コンポーネントに対応する正しい子 node-id を解決して story の Figma URL を更新する。「Figma と story の紐付け直して」「figma の node 絞り込んで」「story の design URL…
Draw the information architecture of a product on Figma — every page, and which page contains which. Reach for it BEFORE drawing screens, and to cross-check a userflow against the…
Snapshot a Figma frame's metadata, tokens, design-context, and screenshot to local files under `.ai-docs/figma//` so downstream agents (design-builder, design-grader, spec…
Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG.
Run the adr-archaeologist reducer subagent over the per-node enrichment sidecars + concepts.yaml + existing adrs/.
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions.
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions.
Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use this skill whenever the user provides a URL and wants its content, says "scrape", "grab", "fetch",…
Fetch a failed GitHub Actions run by ID, diagnose root cause against known patterns (including Docker Compose and Node.js), apply fixes, validate YAML with actual parser, and…