Langchain Tool Builder
Build LangChain (Python) tools using Claude Code's fail-closed design pattern — unified name/schema/security/execution in one class, with automatic three-layer execution (validate → permission → call). Use this skill whenever the user wants to define a new LangChain tool, add permission or validation logic to an existing tool, set up the ClaudeStyleTool base class in a project, or asks about "bui…
Creating Superfans Hodak
Apply Brittany Hodak's SUPER Model for customer loyalty, referrals, word of mouth, personalization, service recovery, and scalable customer experience.
Intelligent Investor Graham
Use Graham value investing for Is this investment or speculation, defensive
Munger Mental Models Worldly Wisdom
Apply Charlie Munger mental models to investments, decisions, and bias diagnosis. Trigger on Munger checklist or spot biases.
Outsiders Ceo Capital Allocation Thorndike
Apply The Outsiders CEO framework to assess capital allocation, per-share
Analyzing Financial Statements
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Harness Step1 Create Agents Md
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Stock Picking By Common Stocks Uncommon Profits
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Perennial Seller Holiday
Apply Ryan Holiday''s perennial seller framework. Trigger on: "will this work last?", "position my book/product", "build an enduring launch".
Common Sense Index Investing Bogle
Apply John Bogle index investing rules for low-cost funds, asset allocation,
Seo Metadata Audit
Audit SEO metadata such as title, description, headings, alt, robots,
Show Your Work Kleon
Apply Austin Kleon''s sharing framework. Trigger on: "what should I share?", "build an audience", "document my creative process".
Steal Like An Artist Kleon
Apply Austin Kleon creative practice for idea theft, remixing, starting
Session Dream
End-of-session memory distillation — extracts key decisions, eliminated approaches, new discoveries, and current blockers from the current conversation and writes them to MEMORY.md topic files. Based on Claude Code's autoDream background consolidation service. Activate when the user says "dream", "/dream", "save session memories", "distill this session", "what should I remember from this session"…
Harness Step2 Fill Docs
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This Is Marketing Godin
Apply Seth Godin''s marketing framework. Trigger on: "find my smallest viable audience", "position this offer", "earn trust".
Clash Cultures Investment Speculation Bogle
Apply John Bogle stewardship capitalism logic to separate investing from
Query Loop Implementation
Implement a production-ready LLM query loop / agent loop for AI applications. Use this skill whenever the user wants to add tool calling, ReAct-style reasoning-action-observation cycles, function calling loops, query engines, agent runtimes, tool_result feedback, max-turn exits, or Claude Code-like Agent Loop behavior to their own product or codebase.
Jab Jab Right Hook Vaynerchuk
Apply Gary Vaynerchuk social content rules for native jabs, right hooks,
Storybrand Messaging Framework
Use StoryBrand for "clarify my message", "rewrite my homepage", "create a BrandScript", "what is my one-liner", or "fix my CTA".
Harness Step3 Session Management
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Contagious Viral Content Berger
Apply Jonah Berger''s STEPPS framework. Trigger on: "why is this not spreading?", "make this campaign contagious", "diagnose viral content".
Customers Yachts Wall Street Schwed
Analyze Wall Street conflicts. Trigger on: "can I trust this advisor?", "is this forecast reliable?", "whose interest does this serve?".
Agent Memory Implementation
Restructures a chaotic or overgrown MEMORY.md into a clean 2-layer architecture based on how Claude Code's autoDream system organizes memory — a lightweight pointer index (always loaded) and topic files (loaded on demand). Stale or superseded memories are deleted or corrected in place — not archived. Use this skill whenever the user says \"clean up MEMORY.md\", \"reorganize my memory files\", \"M…
Business Adventures Analysis Brooks
Use Business Adventures for "why did this fail?", "analyze this crisis", "what pattern applies?", or "what would Brooks notice?
Tool Permission System
Design and implement a layered, configurable permission/safety system for agent tools. Use this skill when building an agent that needs to control which tool calls are auto-allowed, which require user confirmation, and which are denied — especially when the system must be configurable across multiple scopes (project/user/enterprise) and extensible via hooks. Triggers on: "权限系统", "工具安全", "tool per…
War Of Art Pressfield
Apply Steven Pressfield resistance diagnosis for procrastination, turning
Investing From Darwin
Apply Pulak Prasad evolutionary investing rules for avoiding big losses,
Analyzing Financial Reports
Analyzes Chinese public company financial statements (balance sheet, income statement, cash flow) to assess asset quality, profit authenticity, cash flow health, solvency, and overall investment value. Use when the user provides financial data or a company name and asks whether financials are healthy, whether profits are real, whether there are red flags, or whether the company is a good investme…
Contract Drafting And Review Guidance China Law
Apply China contract drafting review with San Guan Si Bu Fa. Trigger on contract review, drafting, clauses, or deal structure.
Essays In Persuasion Keynes
Apply Keynes policy reasoning. Trigger on: "will austerity work?", "inflation or deflation?", "analyze this economic crisis".
Most Important Thing In Investing Howard Marks
Apply Howard Marks investing judgment for second-level thinking, price
Compact Memory Implementation
Developer implementation guide for adding compact memory to an Agent — covers fork agent pattern for compaction, trigger strategy, summary format design, and memory restoration in subsequent sessions. Use when a developer asks how to implement compact memory, context compression, or memory persistence in their agent built with Claude Agent SDK or Anthropic API.
Agent Tool Builder
Define agent tools using the fail-closed design pattern — unified name/schema/security/execution in one class, with three-layer execution (validate → permission → call). Use this skill whenever the user wants to define a new agent tool, add permission or validation logic to an existing tool, or asks about 'build a tool', '定义一个工具', 'create a tool for X', '工具定义'. Framework-agnostic: works with herm…