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…
Debug a failed diffyscan verification run. Analyzes diffs, identifies root causes. Use when diffyscan exits with non-zero or shows unexpected diffs.
Debug a failed Power Automate flow run. Use when a flow failed, has errors, or the user wants to troubleshoot a run.
Fetch and analyze CloudWatch logs for a Lambda function — filter errors, surface stack traces
Diagnose which rules loaded, which didn't, and why. Reads the InstructionsLoaded audit log and compares against expected rules.
モバイルアプリ(iOS/Android)を起動中のシミュレーター/エミュレーターにビルド・インストールする。デバッグ実行、アプリのテスト、動作確認、手動検証時に使用。ビルドエラーを検出して報告。
Debug Arizona stream operations. Use when investigating stream insert/delete/update/move/sort/reset behavior.
Debug a malfunctioning MCP tool — trace the full request lifecycle to find the issue
Activate when debugging any bug or error. Enforces the 7-step debug trajectory protocol with pattern-first checking, 3-exchange stop rule, and trajectory recording.
Interactive hypothesis-driven debugging with documented exploration, understanding evolution, and analysis-assisted correction.
Answer debugging and navigation questions about a Clef codebase by querying Score (the code-as-data layer).
Starts a structured interview to diagnose WordPress issues, then proposes a ranked list of solutions.
Debug a broken Zoom integration by isolating the failure point and routing into the right Zoom references.
Root Cause Analysis with 10 parallel agents. Reverse-engineers unexpected behavior by tracing code paths, checking logs, testing API calls, and cross-validating hypotheses.
Guide reliable deployments without CI/CD platforms (GitHub Actions / GitLab CI). Use when: deploying to VPS, air-gapped servers, or environments without CI/CD infrastructure.
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…
Guide user through actual deployment steps for their application. This skill should be used when a project is ready to deploy to production.
Drive the full lifecycle of an owned anton app deployed via Flux image-automation (ADR 0024 / plan 0012). Two modes auto-detected by checking for an existing `ImageRepository`.
Deploy to QA environment (QA1 or QA2). Use when deploying code to the QA testing environments via GitHub Actions. Includes pre-deployment checks for persistence.xml.
プロジェクトのレポート/ダッシュボードHTMLをCloudflare Pages（）にデプロイ。Use when user says "デプロイ", "レポートを公開", "ダッシュボード更新", "ops deploy", or after generating report HTML files.
Build a team Docker image from a manifest in .archon/teams/. Resolves plugin paths, generates Dockerfile with additive copy-only, makes plugins read-only, bakes team CLAUDE.md.
Design media and DAM architecture including storage, processing, and delivery. Covers images, video, and documents.
Implement monitoring for a project by consuming augur's monitoring-spec.yaml. Produces Grafana dashboard JSON, Prometheus alert rules, and validates that the running service emits…
Reviews how design patterns are used or misused across the codebase and where patterns would help. Use when evaluating architecture, pattern fit, or over-engineering.
Frontend design patterns with React 19.2 and TypeScript 6 examples (Composition, Compound Components, Custom Hooks, Render Props, HOC, State Machines).
Design and create a simulation persona for testing an AI agent. Guides through use case selection, voice and language configuration, behavior prompt crafting, and interruption…
Systematic codebase quality scan for identifying duplication, redundancy, and improvement opportunities.
Use when adding server state management to a module - creates React Query hook with caching and error handling.
Use when adding an interactive UI component that requires client-side JavaScript - creates a framework island with hydration strategy.
Use when adding state management to a module - creates Svelte store with server state integration.
Add an engine/toolchain lesson — build systems, C fundamentals, debugging, project structure
Use when integrating with an API endpoint and need TypeScript types, contracts, and adapters generated automatically.
Opinionated guide to software design principles and architectural patterns. Use when reviewing code design, planning feature architecture, asking "is this the right design?", "how…
Bootstrap a UI dev sandbox — Playwright end-to-end testing scaffolding for the cozystack-ui SPA plus a Vite dev server connected to a chosen Kubernetes cluster.
Creates a complete, faithful digital version of a board game as a single-file HTML/JS/CSS application.
Plain-language DevOps triage for non-experts. Given an app path or description, scores nine dimensions on a 0”“3 scale and names the top three fixes.
Visualize git diffs as interactive HTML reports with architecture diagrams and change analysis. Use when asked to visualize, review, or summarize a diff, branch, commit, or PR.
Burn Red Book audio CDs or MP3 data CDs on macOS via cdrdao, sourcing from Hoodrat HDD or local files.
ディスク空き容量の確保。開発系キャッシュ（npm/Docker/brew/Xcode 等）をスキャンし、削除可能な理由とリスクを添えてリストアップ → ユーザー確認後に削除。macOS / Linux 対応。「ディスクが足りない」「容量を空けたい」「/disk-space-cleanup」で起動。
Generate multiple unique web design variations for any website or web application. Accepts site specifications from a file (--spec path) or pasted text block.
Run comprehensive agent-native architecture review with scored principles. Audits a codebase against 8 agent-native architecture principles (Action Parity, Tools as Primitives,…
ALWAYS use when documenting component library APIs or generating reference docs for Components/ modules.
Template for creating a repo-specific /do-deploy skill. Copy this directory to do-deploy/ and customize DEPLOYMENT_PROCESS.md and HEALTH_CHECKS.md for your repo's production…
Apply a targeted fix to failing tests or review blockers. Use when the user says 'patch this', 'fix the failures', 'fix the blockers', or 'do-patch'.
Use when running the test suite. Parses arguments, dispatches test runners (potentially in parallel), and aggregates results.
Use when: a specification, architecture, README, or other doc claims to reflect the current implementation ('amended from implementation', 'current state') and may have drifted;…
Generate container-based release pipelines that build once and promote immutable artifacts through environments (dev → staging → prod).
Use when: User wants to extend Docker with custom tools, personalize the Docker environment, or set up user-specific Docker customization.
Generate an optimized Dockerfile — multi-stage build, security hardening, small image size.
Look up CE.SDK Vanilla JavaScript reference docs, guides, and configuration pages.
Draft TypeScript-compliant code skeleton with TODO placeholders. Use when starting new implementations, creating code scaffolds, or preparing test structure for TDD.
Verifies API implementations against OpenAPI specifications using the Drift CLI, catching spec drift and supporting Bi-Directional Contract Testing (BDCT).
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…
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…