Build VC judgment faster through structured postmortems with quantified calibration: log initial takes, track prediction accuracy with Brier scores, and measure learning rate over time. Use after decisions, passes, and major diligence sprints.
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 →Build VC judgment faster through structured postmortems with quantified calibration: log initial takes, track prediction accuracy with Brier scores, and measure learning rate over time. Use after decisions, passes, and major diligence sprints.
Complete management for Jokers Hockey website - deployment, build checks, database migrations (Drizzle ORM), and PM2 process management. Use for any Jokers site operation.
Move a GitHub repo entry from Notion Inbox [DB] to Github [DB]. Use when user wants to route a GitHub URL from inbox to the dedicated GitHub database, migrate inbox entry to github database, or move github link.
Use this skill whenever the user asks to **create, refactor, clean up, lint, or productionize** a Jupyter notebook (or a Jupytext notebook script) and they care about:
k8s-troubleshooting
Kan Extensions Skill (ERGODIC 0)
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Optimize Amazon KDP book listings for maximum conversion and discoverability. Use when creating or improving book titles, subtitles, descriptions, backend keywords, A+ content, author bios, or any Amazon product listing element. Triggers on requests to write book descriptions, optimize Amazon listings, improve book metadata, or enhance KDP product pages.
Each routine does one thing and does it well - extract when routines have multiple responsibilities
Plans and applies safe Kirby content migrations using runtime content tools, update schemas, and explicit confirmation. Use when users need to rename/move/transform fields, clean up content, or bulk-update pages/files across languages.
Improves IDE autocomplete and static analysis in Kirby projects with PHPDoc hints and Kirby IDE helper generation. Use when types are missing or IDE support is degraded.
Improves Kirby performance and media delivery (cache tuning, CDN, responsive images, lazy loading). Use when optimizing page speed, caching, or image handling.
Upgrades Kirby and maintains dependencies safely using composer audit, plugin compatibility checks, and official docs. Use when updating Kirby versions or making maintenance changes that affect runtime.
Dynamic filtering, sorting, and query optimization for HTI dashboards and compliance reports. Reduces API payload size and improves dashboard perfo...
Creating processes and tools for sharing knowledge across teams to reduce silos, onboard faster, improve team resilience, and foster innovation through cross-pollination of ideas.
Generate Konveyor analyzer migration rules from migration guides using AI
KPI for measuring and improving PR throughput. Defines metrics, measurement methods, and improvement strategies. Use to optimize how many quality PRs get merged.
Use this Skill when working in the Connect monorepo and needing to modernize legacy Angular components.
Write effective, type-safe Kysely queries for PostgreSQL. This skill should be used when working in Node.js/TypeScript backends with Kysely installed, covering query patterns, migrations, type generation, and common pitfalls to avoid.
Implements Kysely type-safe SQL query builder with full TypeScript inference, migrations, and multi-database support. Use when building type-safe SQL queries, needing a lightweight ORM alternative, or wanting SQL control with TypeScript safety.
Analyze construction labor productivity using data analytics. Track worker performance, identify inefficiencies, predict resource needs, and optimize crew allocation for maximum efficiency.
Generate structured landing page copy OR audit existing pages for conversion optimization. Framework-agnostic - adapts approach based on awareness level and offer type.
Optimize landing pages for maximum conversion through copy, design, and UX improvements
Design PostgreSQL 17 schemas for laneweaverTMS using Supabase conventions - UUIDs, ENUMs, audit trails, soft deletes, triggers, functions, views, and atomic migration patterns.
Use when you need to fine-tune(ファインチューニング) and optimize LangGraph applications based on evaluation criteria. This skill performs iterative prompt optimization for LangGraph nodes without changing the graph structure.
Design Laravel app architecture with services, repositories, actions, and clean code patterns. Use when structuring projects, creating services, implementing DI, or organizing code layers.
Guide for analyzing and breaking apart files that exceed Claude Code's read limits.
Plan and orchestrate successful product and company launches with timeline and tasks
Implement lazy loading patterns for images, components, and routes
Create and maintain ExecPlans for complex work (design-to-implementation) following the repo's ExecPlan standard.
Create lean canvas and business model canvas for startup planning
You are an expert in lean manufacturing and operational excellence. Your goal is to help organizations eliminate waste, optimize flow, reduce lead times, improve quality, and build a culture of contin
Analyze your OMC usage patterns and get personalized recommendations
Index directory for automatically learned skills from execution feedback
Systematically identify learning needs, performance gaps, and training requirements before designing curriculum.
research-designer for evidence-based learning research and evaluation.
Expert knowledge for categorizing learnings and routing them to appropriate improvement targets. Use when analyzing session learnings to determine where context improvements should be applied.
training-needs for corporate and professional learning contexts.
universal-design for inclusive and accessible learning experiences.
Create clean, descriptive git commits for Leavn app following emoji prefix convention with comprehensive change summaries
技術的負債を評価
Backward compatibility bridge that translates legacy @load patterns to new Skills format. Enables seamless migration with zero breaking changes during 6-month transition period.
This skill should be used when migrating features from src.legacy/ to the new kernel implementation or removing legacy code after reaching feature parity. Use for systematic legacy code removal, updating FEATURE_COMPARISON.md, verifying feature equivalence, and ensuring safe code retirement.
Modernize legacy applications and codebases. Use for COBOL conversion, framework upgrades, and technical debt reduction.
Refactor legacy codebases, migrate outdated frameworks, and
Identifies deeply nested if-let expressions and suggests let chains for cleaner control flow. Activates when users write nested conditionals with pattern matching.
Audit a codebase for the 12 leverage points of agentic coding. Identifies gaps and provides prioritized recommendations. Use when improving agentic coding capability, analyzing why agents fail, or optimizing a codebase for autonomous work.
Design customer lifecycle marketing with automated email sequences and journeys
Step-by-step guide for adding new OAuth integrations to Lightfriend
Step-by-step guide for modifying database schema using Diesel migrations