Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Import, validate, query, and manage job aids. Job aids are structured condition/action lookup tables that parameterize how a task executes based on conditions like loan program, income type, and state. Use when working with decision tables, lookup matrices, or conditional business rules.
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Decide whether a new observable channel belongs to P (session shape), X (execution), or E (exogenous) per the DAG §A1-A2. Use when adding a new data field, integrating a new signal, or revisiting an ambiguous assignment.
Deep research on a technical topic for blog writing. Use when user says research, look into, explore, or provides a blog topic to investigate. Searches the web extensively and creates structured research notes with visual opportunity identification.
pdca
Follow the instructions in ./workflow.md.
Run four phases in order. Each phase is conversational and inline — no
Запускает полный цикл, где **вместо task-decomposer** используется **bmad-cis-problem-solving**. Пользователь проходит диагностику проблемы, root cause analysis, генерацию решений и план реализации. Р
Track machine learning experiments with reproducible parameters and metrics
description: "Morning orientation that recaps recent work and helps decide what to work on. Trigger when the user says good morning, morning, let's get to work, ready to start, start my day, what shou
Add dependencies between packages in a monorepo. All package managers support workspaces but with different syntax.
Assess dependency health across CVE exposure, freshness, maintainer risk, and license compatibility
Follow the instructions in ./workflow.md.
Deploy code from the current directory to Railway using `railway up`.
Collects or updates the status for a backlog item. Use this skill to prompt for and validate backlog status as part of planning workflows. Supports interactive mode for user input.
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Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.
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Senior Project Manager for Software, SaaS, and digital web/mobile applications. Use for strategic planning, portfolio management, stakeholder alignment, risk management, roadmap development, budget oversight, cross-functional team leadership, and executive reporting for software products.
Docker containerization best practices. Use when creating Dockerfiles or docker-compose configurations.
Create UX scenario outlines from Trigger Map through structured micro-steps
Assign task risk tier and change type with explicit rationale.
Verify visual alignment across sections. Check consistent left edges, centered elements, grid alignment.
Enforce stage-by-stage implementation for multi-step task briefs. Use when acting as the implementor to deliver one stage at a time, pausing for explicit user confirmation before proceeding unless the user requests all stages at once.
Shorthand for agora-collab in fix mode. Use when a user wants to collaborate on a bug fix with another agent in Agora.
When explicitly authorized, execute end-to-end with a phased plan in one run until Definition of Done is met.
Manage AI agent skills across projects — sync, validate, and maintain shared skill libraries.
../../../skills/mdship-cli/SKILL.md
Sigumaa/calt リポジトリで GitHub Actions のワークフロー実行状況を `gh workflow` と `gh run` で確認・再実行・監視する運用スキル。CI失敗の原因切り分け、対象ジョブ再実行、実行ログ取得、push直後の最新run監視（`gh run list --limit 1` → `gh run watch RUN_ID --exit-status`）を行う依頼で使用する。典型要求は「workflow一覧を見たい」「runを再実行したい」「失敗ジョブのログを確認したい」。`Sigumaa/calt` 以外のリポジトリ操作、`gh` 未認証環境での実操作、ワークフロー以外の実装作業には使用しない。
Ingest external plans with conflict detection against project decisions before writing anything.
Ingest raw source files into the study repo wiki. Use when Codex needs to process a file from raw/, summarize the scope, update or create focused notes, add source frontmatter, move the source to raw/processed/, and append log.md.
Run a result-focused iterative loop with strict phase contracts, evaluation rules, and persistent state between sessions.
按10-15天完整流程组织商业机会调研，并用质量KPI与反偏见清单自检，适用于端到端研究计划制定与执行场景。
基于真实数据完成TAM/SAM/SOM自下而上估算并进行场景规划，适用于评估机会规模与可达性场景。
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Use when optimising context window usage in agents. The four zones of context management.
Use when choosing between multi-agent architecture patterns. Five patterns compared.
Use when choosing between RAG, fine-tuning, and prompting approaches. Decision tree for the right technique.
Use when choosing between coordination patterns for multi-agent systems. Stigmergic vs centralised comparison.
Use when understanding the mythological and philosophical foundation of AI safety. Ancient bee priestesses and AI.
联想激活（启动效应等效）。不被用户直接触发，作为「能力层工具函数」由其他Skill调用。给定一个概念，在知识图谱中激活语义相邻的概念网络，返回Top-5邻居摘要给调用方。被 cognitive-ask Step 2c 和 cognitive-capture-fragment Step 2.5 调用。
Feed this agent a data file (appointment export, referral data, financial data) and it runs ALL relevant analyses automatically — no questions, pure insights. Produces a comprehensive operational intelligence report covering capacity, revenue, variation, demand patterns, workforce health, and anomalies. Use with 3+ months of appointment data for meaningful results.
Synthesise overnight incidents, today's capacity vs demand, provider availability, regulatory deadlines, and operational red flags into a structured 2-minute morning briefing. Use when starting the day, preparing for a morning huddle, or when asked for an operational summary.
Estimate immune and stromal cell composition from bulk RNA-seq using multiple algorithms. Wraps CIBERSORT, quanTIseq, EPIC, xCell, MCP-counter, TIMER, and ESTIMATE through the immunedeconv unified int
Navigate French real estate law for individuals — leases, mandatory diagnostics, tenant rights, co-ownership, energy renovation aids (MaPrimeRenov), and rental taxation.
Use this skill when working with Iron Claw. Triggers when user mentions Iron Claw or imports from it.
Use this skill when working with n8n. Triggers when user mentions n8n or imports from it.
Export a single-file HTML slide deck as individual PNG images — one per slide. Renders in headless Chrome with fullPage screenshot, then slices with Pillow. Use when the user wants slide images for social media, docs, or any use case that doesn't need PPTX.
Strategic session-end preservation. Captures decisions, discoveries, and state that the automatic hooks miss.
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