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 with tools",…
Generate wiki documentation from completed spec files — architecture decisions, usage guide, API changes. Posts to ADO Wiki or Confluence depending on provider config.
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…
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,…
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…
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).
Generate comprehensive architecture documentation for complex code modules with Graphviz diagrams and examples.
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.
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.
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…
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…
Fixes GitHub issues using parallel analysis agents for root cause investigation, code exploration, and regression detection.
Systematically fix all failing tests after business logic changes or refactoring
Side-by-side comparison of ruflo vs HAL vs other GAIA harnesses — capability gaps, design decisions, and improvement roadmap
Scaffold or regenerate a CI pipeline with quality checks. Use when "setup CI pipeline" or /gaia-config-ci (formerly /gaia-ci-setup); pass --regenerate to refresh generated…
Diagnose why a GAIA question failed — extract trace, classify failure mode, and propose a fix
Run anytime performance bottleneck analysis on a story — N+1 queries, memory/bundle impact, caching, and algorithmic complexity.
Invoke when the user works with Unreal Engine 5 or asks about C++/Blueprints, GAS, replication, Nanite, Lumen, CommonUI, Enhanced Input, or World Partition.
Generate production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and Gemini patterns.
Deep-dive Google Cloud architecture review, debugging, and service design. Use for structured investigations of GCP-specific issues, IAM or cost audits, and multi-service design…
Scaffold an Architecture Decision Record (Nygard format) in docs/adr/ with auto-numbering, status lifecycle, and supersedes cross-linking. Args:
Generate an end-to-end test for a given feature or user story. Use when the user asks to create E2E tests, automate workflows, test user flows, or convert manual workflows into…
Generate the System / External System half of the functional graph from a backend repo (REST routes, GraphQL operations, queue / event / cron handlers) using a rooted…
Creates, updates, and deploys Power Apps generative pages for model-driven apps using React v17, TypeScript, and Fluent UI V9. Completes workflow from requirements to deployment.
Codebase architect - Maps and documents SystemVerilog projects. This skill should be used when the user wants to understand a codebase structure, generate architecture…
Design and audit repository and organization ruleset architecture, including layering, bypass controls, enforcement modes, and merge queue compatibility.
Scaffold, build, and debug a Go CLI that talks to Kubernetes via client-go. Use when: creating a new Go CLI for Kubernetes, wiring up Cobra commands, applying/deleting Kubernetes…
ALWAYS invoke for a substantial design or architecture decision — schema/API/dependency/boundary changes. Triggers:"should I","ADR for X","decide between","record this decision".
Audit Python files for GPU/HPC compliance violations. Use when modifying files that touch array computation, waveforms, PSD, Fisher matrix, or any code that runs on the GPU…
Structured debugging workflow with session persistence and investigation tracking