Build PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell.
Generate Japanese PowerPoint presentations using python-pptx with proper fonts (游ゴシック/Meiryo), business layouts, and Japanese color schemes.
Spin up a PR code review sub-agent. Ranks bugs critical/high/medium/low, eliminates false positives, writes consolidated report, applies KISS/DRY fixes (main logic only, skip…
GitHub PRのレビューコメントを自動検出し、コード修正を適用する。インラインスレッド・レビュー本文・Issueコメントに対応し、CodeRabbit・Copilot等のbotコメントも処理する。PRレビュー後の修正作業を自動化したい場合に使用する。Do NOT use for レビュー自体の実施（ai-code-reviewを使用すること）。
Create and update pull request descriptions with comprehensive, well-structured content. Use when the user asks to create a PR, mentions "pull request" or "PR", wants to merge a…
Reads your branch diff and writes a PR description in your mentor's house format (Summary / What changed / Why / Testing / Risk / Reviewer focus).
Pull Request をグリーンにするスキル。CI チェックの失敗解消と、PR に紐づく Issue の 修正・クローズを一括で実行する。GitHub Actions の CI ログ分析、ローカル CI （`./scripts/ci-check.sh`）の実行、エラーの根本原因特定と修正、PR コメントや リンクされた Issue…
Walk a maintainer through deep code review of open pull requests on the configured `
` repo (default: read from `/project.md → upstream_repo`).
Sweep open pull requests on the configured `
` repo (default: read from `/project.md → upstream_repo`), classify each one against the project's quality…
Fully automatic GitHub PR review and production deployment gate for trusted repos. Use when configuring or operating a scheduled PR gate that checks open PRs, downloads them…
Use when reviewing a Sessions Chronicle PR or local diff and the user wants an interactive A/B quiz focused on architecture, data safety, and Rust/Relm4 trade-offs.
Generate changelog, deployment checklist, and update PR for release using the workflow-specialist agent.
Run a review and CI loop around a pull request with explicit approval gates for code changes, remote writes, and follow-up actions.
完整 PR 生命週期（通用版，任何專案皆可用）：從建立 PR 到 code-review → parallel review（4 個 pr-review-toolkit subagent） → fix → re-review → CI → merge。無 SDD/spectra 依賴。 SDD 專案（需要 spectra archive + Jira…
Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best…
Use when waiting for CI checks on a pull request. Watches check status, auto-fixes failures via ci-fix (max 2 attempts), and reports when done with a suggested merge command.
Lädt die Pr0p0ll-spezifischen Code-Conventions aus der KB. Verpflichtend zu invoken bei jedem Code-Schreib- oder Edit-Vorgang im Repo (PHP-File, Vue-Component, Migration, Test,…
Drives deterministic code red-green-refactor. Use before writing or changing any implementation file — write a failing test first, watch it fail, write minimal code to pa — from…
[METHODOLOGY] Pre-deploy acceptance testing (run test suite — unit/integration/E2E, verify acceptance criteria from user-spec and tech-spec, no live environment needed).
Pre-push smoke tests for the Blocksy child theme. Use before any git push to catch PHP errors, broken links, and missing assets before they hit production.
9-point pre-deploy gate — compilation, linting, tests, migrations, API spec, debug artifacts, env config, bundle size, secrets
Use when preparing a Salesforce metadata deployment for production and need a structured gate-check before releasing.
Gate 1.5/2.5: Design Validation - verifies UX specifications are complete before proceeding to technical architecture.
Gate 3 (Full Track) / Gate 2 (Small Track): Technical architecture document - defines HOW/WHERE with technology-agnostic patterns before concrete implementation choices.
Guides users through pre-project planning phase. Auto-activates when users ask about starting new projects, planning architecture, choosing tech stacks, or creating project plans.
Skill do używania biblioteki preboot-eventbus. Użyj tego skilla zawsze gdy użytkownik chce implementować event bus, event-driven architecture, publishować eventy, obsługiwać…
Prediction Monitor - Auto-activating skill for ML Deployment. Triggers on: prediction monitor, prediction monitor Part of the ML Deployment skill category.
Prefect is a Python workflow orchestration framework for building resilient data pipelines. Add scheduling, retries, caching, and observability to any Python script with simple…
Pre-deploy verification gate. Checks git status, build, tests, migrations, secrets, and commit conventions. Reports READY or NOT READY. Read-only, no changes.
Testes E2E deste repo com Playwright + Electron (_electron.launch), fixtures PT_E2E_* e convenções da pasta e2e/. Usar ao criar ou alterar *.spec.ts.
Establish the enterprise architecture capability for a new engagement. Develops Architecture Principles (Name/Statement/Rationale/Implications), tailors the TOGAF framework,…
Inspect Rust workspace changes, draft release PRs, bump versions, and assemble changelogs before publishing.
Assess and improve garden soil through testing, amendment, composting, and biodynamic preparations. Covers jar test, spade test, earthworm count, amendment by soil type (clay,…
Guides preparation of compliance documentation for CockroachDB Cloud deployments, covering SOC 2, PCI DSS, ISO 27001, HIPAA, and GDPR certifications.
Structures infrastructure investment recommendations with regulatory analysis, cash flow modeling, and risk assessment for IC presentation.
오디오 전처리 파이프라인 모듈(converter, snr, dereverb, denoiser, agc)을 구현하는 스킬. 강의실 녹음의 노이즈 제거, 역반향 처리, 볼륨 정규화를 담당하는 Python 모듈 빌드 시 사용.
Automate Prerender tasks via Rube MCP (Composio). Always search tools first for current schemas. — from engineering/cloud-platforms
Presentation Automation: python-pptx, Google Slides API, automated slide generation from data and templates
Use when a change affects an observable contract surface — Mastodon REST API (/api/v1/*), GraphQL schema, ActivityPub actor object shape, JSON-LD context, OpenAPI spec, or error…
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions.
Use to validate a feature against real users — build a persona dossier and walk that specific person through the journey to find where it breaks for THEM.
Complete the required presubmit. Use before declaring a feature finished, after a large refactor or when asked.
Generiert handgezeichnete Sketchnote-Diagramme aus Textbeschreibungen. Zweistufig: erst Plan zur Freigabe, dann SVG + Rendering via Kie.ai.
Use actionlint when an agent needs to inspect GitHub Actions workflow files before a push or pull request lands.
Comprehensive E2E + Security Tests for Vercel Preview Deployments. Combines Playwright automation with Claude-in-Chrome MCP for interactive debugging.
Structures interest rate swap, cap, floor, and swaption pricing with curve construction and valuation.
Evaluates LP interest portfolios with fund-by-fund NAV assessment, J-curve positioning, and portfolio-level pricing methodology.
Use when onboarding to the Valor AI codebase, understanding the system architecture, or when the user asks 'how does this work'. Comprehensive codebase orientation guide.
You MUST use this for system design and architecture decisions - designing systems, choosing patterns, defining boundaries, data modeling, and making structural decisions that are…
Code review heuristics — four-axis review lens (correctness, security, design integrity, test coverage); confidence-based filtering (no finding without a concrete failure…
Concurrency principles — race conditions, deadlock, livelock, starvation, structured concurrency, cancellation propagation, backpressure, lock-free primitives, atomics, memory…
Domain-Driven Design (DDD) — bounded contexts, aggregates, entities, value objects, ubiquitous language, domain events, context map, anti-corruption layer, and repository pattern.
Design patterns — Gang of Four and beyond. Strategy, factory method, observer, decorator, adapter, facade, template method, command, repository, dependency injection.
Event-driven architecture — event sourcing, CQRS, sagas, choreography vs orchestration, schema evolution, consumer groups, partitions, ordering, idempotent handlers, outbox…
Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes.
Performance engineering principles — latency vs throughput, profile-before-optimize discipline, Big-O instincts for common patterns, allocation and GC pressure, data locality and…
Refactoring discipline — Fowler's catalog of behavior-preserving moves (Extract Function, Inline Variable, Move Function, Replace Conditional with Polymorphism, Introduce…
SOLID principles — SRP, OCP, LSP, ISP, DIP (single responsibility, open-closed, Liskov substitution, interface segregation, dependency inversion).
Test-Driven Development (TDD) — red-green-refactor, test-first, spec first, Arrange-Act-Assert, F.I.R.S.T. principles; writing tests before code; making tests fast and isolated.
Testing strategy and architecture — test pyramid (unit / integration / e2e), test doubles taxonomy (stub / mock / spy / fake), coverage-vs-confidence, mutation testing, flaky-test…