Manages agent isolation levels and resource boundaries. Configures strict, moderate, and permissive isolation profiles.
Identifies when task outputs require iteration based on quality signals, unmet requirements, or explicit feedback. Triggers appropriate re-execution strategies.
The intelligence layer of WinDAGs. Decomposes natural language tasks into Hierarchical Task DAGs (HTDAGs), matches subtasks to skills, executes waves in parallel, and dynamically…
Validates agent outputs against expected schemas and quality criteria. Ensures outputs meet structural requirements and content standards.
Executes DAG waves with controlled parallelism using the Task tool. Manages concurrent agent spawning, resource limits, and execution coordination.
Learns from DAG execution history to improve future performance. Identifies successful patterns, detects anti-patterns, and provides recommendations.
Profiles DAG execution performance including latency, token usage, cost, and resource consumption. Identifies bottlenecks and optimization opportunities.
Combines and synthesizes outputs from parallel DAG branches. Handles merge strategies, conflict resolution, and result formatting.
Matches natural language task descriptions to appropriate skills using semantic similarity. Handles fuzzy matching, intent extraction, and capability alignment.
Central catalog of available skills with metadata, capabilities, and performance history. Provides skill discovery and lookup services.
Wave-based parallel scheduling for DAG execution. Manages execution order, resource allocation, and parallelism constraints.
Use when the user asks about cost, spending, or budget — e.g. 'how much did I spend today', 'daily cost', 'cost report', 'what's my spend
Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy
Export query results to various formats (CSV, JSON, Excel, Markdown tables) with proper formatting and headers. Use when saving analysis results to files.
Database design and migration patterns for Alembic migrations, schema design (SQL/NoSQL), and database versioning.
Expert-level Databricks platform, Apache Spark, Delta Lake, MLflow, notebooks, and cluster management
Database performance audit — detects N+1 queries, missing indexes, join opportunities, slow queries, EXPLAIN analysis, and per-endpoint DB call counts.
Analyze database query performance with execution plans and index recommendations
開発用 MySQL データベースを完全リセットしシードデータを再投入する。 「DB をリセットして」「データを初期化して」「テストデータを入れ直して」 「データが壊れたのでクリーンにしたい」などのリクエストで使用する。 全データが削除される破壊的操作のため必ずユーザー確認を取ってから実行する。 本番環境では絶対に使用しない。手動実行専用。
Manages all database table schemas for the AI Trading System. Use when: creating tables, validating data before insert/update, checking schema compatibility, generating m — from…
Manages all database table schemas for the AI Trading System. Use when: creating tables, validating data before insert/update, checking schema compatibility, generating m — from…
Drum-Buffer-Rope scheduling skill for constraint-based production pacing with buffer management
Discounted Cash Flow model builder for comprehensive company valuations with WACC calculation, terminal value estimation, and sensitivity analysis
Slow-moving and obsolete inventory identification skill with disposition planning and working capital optimization
Screen a UK property investment deal from a Rightmove URL or address. Pulls comps, yield, EPC, stamp duty, and rental data, then applies underwriting criteria to produce a…
ディーラー向け車両提案書を自動生成するスキル。 顧客の予算・家族構成・用途から最適な車両を選定し、提案書を作成する。 「提案書」「車両提案」「レコメンド」「おすすめの車」「proposal」などのキーワードで発動。 Use when user asks for vehicle recommendations, car proposals, or…
Automated covenant compliance monitoring and calculation skill with early warning alerts
Sistema de scoring temporal para nodes de conhecimento do corpus RAG. Calcula scores de obsolescencia baseado em idade, validacao e acesso.
Investigate why code was written a certain way. Use when tracing decision history through git blame, commit logs, PRs, and issues to understand the reasoning behind code changes.
Decision documentation and learning skill for capturing decision context, rationale, and outcomes
Apply recognition-primed decision making to agents operating under time pressure, uncertainty, and ambiguous cues.
Automated decision tree construction skill for structuring complex decisions with probabilities, payoffs, and expected value calculations
Interactively walk through every decision log in `.ninthwave/decisions/` one at a time. For each log: read it, check whether the choice it describes still matches what shipped,…
Decision-specific visualization skill for creating clear, actionable visual representations of analyses
Decompose DAGs into execution chains using width bounds, stratification, virtual nodes, and matching. Use when minimizing workflow lanes in dependency graphs.
Run autonomous deep sleep cycle. Loops until all skills are below 0.2 pressure or 4 cycles complete. Does not pause for input — NEVER STOP mode. Use for overnight consolidation.
AI-driven integration of cellular imaging, laser microdissection, and ultra-sensitive mass spectrometry for spatially-resolved single-cell proteomics.
DeepVariant deep learning variant calling skill for high-accuracy SNV and indel detection
Use when a review finding cannot be fixed in current PR - creates properly documented tracking issue with full context, linked to parent, following full issue-driven-deve — from…
End-to-end workflow for implementing a feature — user story alignment, implementation, and verification. Use when starting any coding task.
Behavioral principle for context preservation through strategic delegation. Use when starting multi-step operations, uncertain about scope, or when direct execution might exhaust…
Generate milestone tracking configurations and progress report templates for fixed-scope engagements.
Delphes fast detector simulation skill for phenomenological studies and BSM searches
Demand forecasting skill with quantitative and qualitative methods, accuracy measurement, and bias correction
AI-powered demand prediction skill using historical data, market signals, and external factors for improved forecast accuracy
Real-time demand sensing skill integrating POS data, market signals, and external factors for responsive planning
Demo skill showing all Claude Code 2.1 features. Use when asked to "demo 2.1" or "show new skill features".
Handles deprecated APIs, types, and modules by applying safe migration patterns. Use when encountering deprecation warnings, migrating from deprecated code, updating dependencies…
Design finalization: generates production-quality Pretext-native HTML/CSS. Works with approved mockups from /design-shotgun, CEO plans from /plan-ceo-review, design review context…
Autonomous multi-page site builder using a baton-passing loop pattern. Each iteration reads a task from .design/next-prompt.md, generates a page with Claude's HTML/CSS/Tailwind,…
Design review planning and execution skill for structured design phase gate reviews per 21 CFR 820.30
Design shotgun: generate multiple AI design variants, open a comparison board, collect structured feedback, and iterate.
Interactive design wizard that guides through a complete frontend design process with discovery, aesthetic selection, and code generation.
Desktop app development guide — Electron and Tauri for cross-platform apps. Triggers: desktop app, Electron, Tauri, mac app, windows app, 데스크톱 앱.
Based on major plot points, deeply analyze and generate detailed plot point descriptions and plot development explanations.
Detect break-fix, root-cluster, diminishing-returns, and stop-and-merge signals from a fix-ledger before a reviewer decides whether to keep patching.
Detention/retention pond design skill for storage, outlet structures, and emergency spillways
Governance skill for defining and enforcing explicit gate criteria for merge, release, or promotion decisions.
Use when picking technologies for German public-sector projects (Bund/Länder/Kommunen), EU digital sovereignty contexts, or when user mentions Deutschland-Stack / DS-konform /…
Document generation (PDF, DOCX, XLSX, PPTX). Trigger when the user wants to create a document, generate a report, export to PDF/Word/Excel/PowerPoint, or produce an office file.