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21,519
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# Skill 仓库 描述 安装量
7301 python-testing-patterns sickn33/antigravity-awesome-skills
Python Testing Patterns Comprehensive guide to implementing robust testing strategies in Python using pytest, fixtures, mocking, parameterization, and test-driven development practices. When to Use This Skill Writing unit tests for Python code Setting up test suites and test infrastructure Implementing test-driven development (TDD) Creating integration tests for APIs and services Mocking external dependencies and services Testing async code and concurrent operations Setting up continuous testi...
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7302 competitive-intelligence-analyst shipshitdev/library
Competitive Intelligence Analyst - Market & Competitor Tracking Overview You are a competitive intelligence analyst specializing in indie market analysis. You help solo founders understand their competitive landscape, monitor competitor moves, identify market gaps, and position their offerings for maximum differentiation. Your job is to execute competitive research—not just advise—by building monitoring systems and actionable competitive insights. Core Principle: "Know your competition better ...
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7303 async-python-patterns sickn33/antigravity-awesome-skills
Async Python Patterns Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems. When to Use This Skill Building async web APIs (FastAPI, aiohttp, Sanic) Implementing concurrent I/O operations (database, file, network) Creating web scrapers with concurrent requests Developing real-time applications (WebSocket servers, chat systems) Processing multiple independent t...
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7304 morph-search parcadei/continuous-claude-v3
Morph Codebase Search Fast, AI-powered codebase search using WarpGrep. 20x faster than traditional grep. When to Use Search codebase for patterns, function names, variables Find code across large codebases quickly Edit files programmatically Usage Search for code patterns uv run python -m runtime.harness scripts/mcp/morph_search.py \ --search "authentication" --path "." Search with regex uv run python -m runtime.harness scripts/mcp/morph_search.py \ --search "def.*login" --path "./src...
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7305 environment-triage parcadei/continuous-claude-v3
Environment Triage When uv sync or pip install behaves unexpectedly, check the actual interpreter. Pattern System Python is not authoritative if uv/venv selects a different interpreter. DO What uv ACTUALLY uses uv run python --version What's pinned (this controls uv) cat .python-version Confirm package is installed uv pip show <package> Confirm import works in uv context uv run python -c "import <package>; print(<package>.__version__)" Common Fix If optional deps require Python 3.12...
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7306 llm-tuning-patterns parcadei/continuous-claude-v3
LLM Tuning Patterns Evidence-based patterns for configuring LLM parameters, based on APOLLO and Godel-Prover research. Pattern Different tasks require different LLM configurations. Use these evidence-based settings. Theorem Proving / Formal Reasoning Based on APOLLO parity analysis: Parameter Value Rationale max_tokens 4096 Proofs need space for chain-of-thought temperature 0.6 Higher creativity for tactic exploration top_p 0.95 Allow diverse proof paths Proof Plan Prompt Always request a...
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7307 observe-before-editing parcadei/continuous-claude-v3
Observe Before Editing Before editing code to fix a bug, confirm what the system actually produced. Pattern Outputs don't lie. Code might. Check outputs first. DO Check if expected directories exist: ls -la .claude/cache/ Check if expected files were created: ls -la .claude/cache/learnings/ Check logs for errors: tail .claude/cache/*.log Run the failing command manually to see actual error Only then edit code DON'T Assume "hook didn't run" without checking outputs Edit code based on what you...
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7308 onboard parcadei/continuous-claude-v3
Create or improve onboarding experiences that help users understand, adopt, and succeed with the product quickly. Assess Onboarding Needs Understand what users need to learn and why: Identify the challenge : What are users trying to accomplish? What's confusing or unclear about current experience? Where do users get stuck or drop off? What's the "aha moment" we want users to reach? Understand the users : What's their experience level? (Beginners, power users, mixed?) What's their motivation? (Ex...
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7309 search-hierarchy parcadei/continuous-claude-v3
Search Tool Hierarchy Use the most token-efficient search tool for each query type. Decision Tree Query Type? ├── STRUCTURAL (code patterns) │ → AST-grep (~50 tokens output) │ Examples: "def foo", "class Bar", "import X", "@decorator" │ ├── SEMANTIC (conceptual questions) │ → LEANN (~100 tokens if path-only) │ Examples: "how does auth work", "find error handling patterns" │ ├── LITERAL (exact identifiers) │ → Grep (variable output) │ Examples: "TemporalMemory", "check_evocation", r...
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7310 recall parcadei/continuous-claude-v3
/recall — Search Past Claude & Codex Sessions Search all past Claude Code and Codex sessions using full-text search with BM25 ranking. Usage python3 ~/.claude/skills/recall/scripts/recall.py QUERY [ --project PATH ] [ --days N ] [ --source claude | codex ] [ --limit N ] [ --reindex ] Examples Simple keyword search python3 ~/.claude/skills/recall/scripts/recall.py "bufferStore" Phrase search (exact match) python3 ~/.claude/skills/recall/scripts/recall.py '"ACP protocol"' Boolean query python3 ...
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7311 database-migrations-sql-migrations sickn33/antigravity-awesome-skills
SQL Database Migration Strategy and Implementation Overview You are a SQL database migration expert specializing in zero-downtime deployments, data integrity, and production-ready migration strategies for PostgreSQL, MySQL, and SQL Server. Create comprehensive migration scripts with rollback procedures, validation checks, and performance optimization. When to Use This Skill Use when working on SQL database migration strategy and implementation tasks. Use when needing guidance, best practices, or...
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7312 sql-injection-prevention aj-geddes/useful-ai-prompts
SQL Injection Prevention Overview Implement comprehensive SQL injection prevention using prepared statements, parameterized queries, ORM best practices, and input validation. When to Use Database query development Legacy code security review Security audit remediation API endpoint development User input handling Dynamic query generation Implementation Examples 1. Node.js with PostgreSQL // secure-db.js const { Pool } = require('pg'); class SecureDatabase { constructor() { this.pool = ne...
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7313 optimizing-ef-core-queries dotnet/skills
Optimizing EF Core Queries When to Use EF Core queries are slow or generating too many SQL statements Database CPU/IO is high due to ORM inefficiency N+1 query patterns are detected in logs Large result sets cause memory pressure When Not to Use The user is using Dapper or raw ADO.NET (not EF Core) The performance issue is database-side (missing indexes, bad schema) The user is building a new data access layer from scratch Inputs Input Required Description Slow EF Core queries Yes The LINQ queri...
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7314 1password steipete/agent-scripts
1Password CLI Follow the official CLI get-started steps. Don't guess install commands. References references/get-started.md (install + app integration + sign-in flow) references/cli-examples.md (real op examples) Workflow Check OS + shell. Verify CLI present: op --version . Confirm desktop app integration is enabled (per get-started) and the app is unlocked. REQUIRED: create a fresh tmux session for all op commands (no direct op calls outside tmux). Sign in / authorize inside tmux: op signin (ex...
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7315 ai-automation-workflows inference-sh/skills
AI Automation Workflows Build automated AI workflows via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Simple automation: Generate daily image infsh app run falai/flux-dev --input '{ "prompt": "Inspirational quote background, minimalist design, date: ' " $( date +%Y-%m-%d ) "'" } ' Automation Patterns Pattern 1: Batch Processing Process multiple items with the same workflow. !/bin/bash batch_images.sh - Generate images for multiple prompts ...
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7316 migrate parcadei/continuous-claude-v3
Migrate to Playwright Interactive migration from Cypress or Selenium to Playwright with file-by-file conversion. Input $ARGUMENTS can be: "from cypress" — migrate Cypress test suite "from selenium" — migrate Selenium/WebDriver tests A file path: convert a specific test file Empty: auto-detect source framework Steps 1. Detect Source Framework Use Explore subagent to scan: cypress/ directory or cypress.config.ts → Cypress selenium , webdriver in package.json deps → Selenium .py test files with sel...
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7317 chrome-browser oimiragieo/agent-studio
Chrome Browser Automation Installation Standalone script : No download; the skill invokes .claude/tools/chrome-browser/chrome-browser.cjs (Node.js v18+ required). MCP integrations (for full automation): Chrome DevTools MCP : Usually bundled with the environment; ensure Chrome/Chromium is installed ( google.com/chrome ). Claude-in-Chrome : Install the Claude-in-Chrome extension and run with --chrome when needed. Cheat Sheet & Best Practices Testing: Test user-visible behavior, not implementation....
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7318 ray-so-code-snippet intellectronica/agent-skills
ray.so Code Snippet Image Generator Generate beautiful code snippet images using ray.so and save them locally. Requirements The user MUST provide the code snippet, either directly or by pointing to a file/selection in context MUST ask the user for ALL styling parameters before generating, presenting ALL available options MUST use agent-browser for screenshot capture (check availability first) Workflow Step 1: Verify agent-browser Availability Before proceeding, verify that agent-browser is av...
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7319 comfyui-video-pipeline mckruz/comfyui-expert
ComfyUI Video Pipeline Orchestrates video generation across three engines, selecting the best one based on requirements and available resources. Engine Selection VIDEO REQUEST | |-- Need film-level quality? | |-- Yes + 24GB+ VRAM → Wan 2.2 MoE 14B | |-- Yes + 8GB VRAM → Wan 2.2 1.3B | |-- Need long video (>10 seconds)? | |-- Yes → FramePack (60 seconds on 6GB) | |-- Need fast iteration? | |-- Yes → AnimateDiff Lightning (4-8 steps) | |-- Need camera/motion control? | |-- Yes → AnimateD...
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7320 joke-engineering jwynia/agent-skills
Joke Engineering: Diagnostic Skill You diagnose why humor doesn't work and help engineer more effective jokes. Your role is to analyze joke structures as connection systems and recommend specific improvements. Core Principle Humor emerges from the creation and resolution of connections between concepts, frames, or reference points. A joke is a system with measurable properties. When humor fails, one or more system properties are miscalibrated. This skill helps identify which properties need ...
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7321 axiom-swiftui-26-ref charleswiltgen/axiom
SwiftUI 26 Features Overview Comprehensive guide to new SwiftUI features in iOS 26, iPadOS 26, macOS Tahoe, watchOS 26, and visionOS 26. From the Liquid Glass design system to rich text editing, these enhancements make SwiftUI more powerful across all Apple platforms. Core principle From low level performance improvements all the way up through the buttons in your user interface, there are some major improvements across the system. When to Use This Skill Adopting the Liquid Glass design syste...
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7322 amazon-bestseller-launch breverdbidder/life-os
Amazon 1 Bestseller Launch System Execute the proven 5-phase framework for achieving Amazon 1 Bestseller status. Success Metrics That Drive 1 Rankings Amazon's A10 algorithm ranks books based on: Metric Weight Target for 1 Sales Velocity 40% 50-200+ sales in 24-48 hours Conversion Rate 25% >15% page visitors → buyers Reviews 20% 25+ reviews in first 30 days Read-Through 10% >70% Kindle Unlimited pages read Keywords/Categories 5% Rank top 3 in 3+ categories Phase 1: Pre-Launch Foundation (T-90 to...
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7323 effect-ts kastalien-research/thoughtbox-dot-claude
Effect-TS Expert Expert guidance for functional programming with the Effect library, covering error handling, dependency injection, composability, and testing patterns. Prerequisites Check Before starting any Effect-related work, verify the Effect-TS source code exists at ~/.effect . If missing, stop immediately and inform the user. Clone it before proceeding: git clone https://github.com/Effect-TS/effect.git ~/.effect Research Strategy Effect-TS has many ways to accomplish the same task. Proact...
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7324 vlm answerzhao/agent-skills
This skill guides the implementation of vision chat functionality using the z-ai-web-dev-sdk package, enabling AI models to understand and respond to images combined with text prompts. Skills Path Skill Location: `{project_path}/skills/VLM` this skill is located at above path in your project. Reference Scripts: Example test scripts are available in the `{Skill Location}/scripts/` directory for quick testing and reference. See `{Skill Location}/scripts/vlm.ts` for a working example. Overvi...
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7325 feature-dev notedit/happy-skills
Feature Development You are helping a developer implement a new feature. Follow a systematic approach: understand the codebase deeply, identify and ask about all underspecified details, design elegant architectures, implement, test thoroughly, then review. Announce at start: "I'm using the feature-dev skill to implement this feature." Core Principles Ask clarifying questions: Identify all ambiguities, edge cases, and underspecified behaviors. Ask specific, concrete questions rather than makin...
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7326 ln-782-test-runner levnikolaevich/claude-code-skills
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-780-bootstrap-verifier Purpose Detects test frameworks, executes all test suites, and reports results including pass/fail counts and optional coverage. Scope: - Auto-detect test frameworks from project configuration - Execute test suites for all detected frameworks - Parse test output for pass/fail counts - Generate coverage reports when enabled Out of Scope: - Building projects (handled by ln-781) - Container operations (hand...
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7327 graceful-degradation parcadei/continuous-claude-v3
Graceful Degradation with Helpful Messages When optional services are unavailable, degrade gracefully with actionable fallback messages. Pattern Check availability at the start, cache the result, and provide helpful messages that explain what's missing and how to fix it. DO Check service availability early (before wasting compute) Cache health check results for the session (e.g., 60s TTL) Provide actionable fallback messages: What service is missing What features are degraded How to enable t...
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7328 no-polling-agents parcadei/continuous-claude-v3
No Polling for Background Agents When launching parallel background agents, do NOT poll with sleep loops. Pattern Background agents write to status files when complete. Wait for them naturally. DO Launch agents with run_in_background: true Continue with other work while agents run Check status file only when user asks or when you need results to proceed Trust the agent completion system DON'T Run sleep 10 && cat status.txt in loops Continuously poll for completion Waste tokens checking statu...
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7329 parallel-agent-contracts parcadei/continuous-claude-v3
Parallel Agent Type Contracts When launching parallel agents for code implementation, prevent type duplication. Required in Every Agent Prompt 1. Verification Command (MANDATORY) Before Marking Complete Run verification: \`\`\`bash npx tsc --noEmit 2>&1 | head -20 \`\`\` If ANY type errors exist, fix them before completing. 2. Grep-Before-Create Before Creating Any Type/Interface First check if it exists: \`\`\`bash grep -r "interface YourTypeName\|type YourTypeName" src/ \`\`\` If found, i...
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7330 agentica-server parcadei/continuous-claude-v3
Agentica Server + Claude Proxy Setup Complete reference for running Agentica SDK with a local Claude proxy. This enables Python agents to use Claude CLI as their inference backend. When to Use Use this skill when: Starting Agentica development with Claude proxy Debugging connection issues between SDK, server, and proxy Setting up a fresh Agentica environment Troubleshooting agent tool access or hallucination issues Architecture Agentica SDK (client code) | S_M_BASE_URL=http://localhost:2...
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7331 document-xlsx vasilyu1983/ai-agents-public
Document XLSX Skill — Quick Reference This skill enables creation, editing, and analysis of Excel spreadsheets programmatically. Claude should apply these patterns when users need to generate data reports, financial models, automate Excel workflows, or process spreadsheet data. Modern Best Practices (Jan 2026): Treat spreadsheets as software: clear inputs/outputs, auditability, and versioning. Protect data integrity: control totals, validation, and traceability to sources. Accessibility: labe...
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7332 background-job-processing aj-geddes/useful-ai-prompts
Background Job Processing Overview Build robust background job processing systems with distributed task queues, worker pools, job scheduling, error handling, retry policies, and monitoring for efficient asynchronous task execution. When to Use Handling long-running operations asynchronously Sending emails in background Generating reports or exports Processing large datasets Scheduling recurring tasks Distributing compute-intensive operations Instructions 1. Python with Celery and Redis celery...
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7333 code-review agno-agi/agno
Code Review When to use this skill Reviewing pull requests Checking code quality Providing feedback on implementations Identifying potential bugs Suggesting improvements Security audits Performance analysis Instructions Step 1: Understand the context Read the PR description : What is the goal of this change? Which issues does it address? Are there any special considerations? Check the scope : How many files changed? What type of changes? (feature, bugfix, refactor) Are tests included? Step 2: Hi...
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7334 image-upscaling inference-sh/skills
Image Upscaling Upscale and enhance images via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login infsh app run infsh/real-esrgan --input '{"image_url": "https://your-image.jpg"}' Available Upscalers Model App ID Best For Topaz Image Upscaler falai/topaz-image-upscaler Professional quality, any image Examples Upscale Any Image infsh app run falai/topaz-image-upscaler --input '{"image_url": "...
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7335 encore-service encoredev/skills
Encore Service Structure Instructions Creating a Service Every Encore service needs an encore.service.ts file: // encore.service.ts import { Service } from "encore.dev/service"; export default new Service("my-service"); Minimal Service Structure my-service/ ├── encore.service.ts Service definition (required) ├── api.ts API endpoints └── db.ts Database (if needed) Application Patterns Single Service (Recommended Start) Best for new projects - start simple,...
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7336 encore-api encoredev/skills
Encore API Endpoints Instructions When creating API endpoints with Encore.ts, follow these patterns: 1. Import the API module import { api } from "encore.dev/api"; 2. Define typed request/response interfaces Always define explicit TypeScript interfaces for request and response types: interface CreateUserRequest { email: string; name: string; } interface CreateUserResponse { id: string; email: string; name: string; } 3. Create the endpoint export const createUser = api( { metho...
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7337 codex-history-ingest ar9av/obsidian-wiki
Codex History Ingest — Conversation Mining You are extracting knowledge from the user's past Codex sessions and distilling it into the Obsidian wiki. Session logs are rich but noisy: focus on durable knowledge, not operational telemetry. This skill can be invoked directly or via the wiki-history-ingest router ( /wiki-history-ingest codex ). Before You Start Read .env to get OBSIDIAN_VAULT_PATH and CODEX_HISTORY_PATH (default to ~/.codex if unset) Read .manifest.json at the vault root to check wh...
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7338 fastify-typescript mindrally/skills
Fastify TypeScript Development You are an expert in Fastify and TypeScript development with deep knowledge of building high-performance, type-safe APIs. TypeScript General Guidelines Basic Principles Use English for all code and documentation Always declare types for variables and functions (parameters and return values) Avoid using any type - create necessary types instead Use JSDoc to document public classes and methods Write concise, maintainable, and technically accurate code Use functiona...
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7339 user-flow-diagram owl-listener/designer-skills
User Flow Diagram You are an expert in creating clear user flow diagrams that map paths through a product. What You Do You create flow diagrams showing how users move through a product to accomplish goals, including decisions, branches, and error paths. Flow Diagram Elements Entry point : Where the user enters the flow (circle/oval) Screen/page : A view the user sees (rectangle) Decision : A branching point (diamond) Action : Something the user does (rounded rectangle) System process : Backend o...
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7340 game-deploy opusgamelabs/game-creator
Game Deployment Deploy your browser game for public access. here.now is the default — instant static hosting with zero configuration. GitHub Pages is available as an alternative when you need git-based deploys. here.now Deployment (Default) Prerequisites The here-now skill installed ( npx skills add heredotnow/skill --skill here-now -g ) Optional: $HERENOW_API_KEY or ~/.herenow/credentials for permanent hosting Quick Deploy npm run build ~/.agents/skills/here-now/scripts/publish.sh dist/ The scr...
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7341 12-principles-of-animation raphaelsalaja/userinterface-wiki
12 Principles of Animation Disney animators codified these principles in the 1930s to make drawings feel real. We use them to make pixels feel human. The problems are surprisingly similar. When to Apply Reference these guidelines when: Adding motion to UI components Reviewing animation quality and feel Designing micro-interactions and feedback Making interfaces feel more alive and responsive Deciding what should (and shouldn't) animate Principles Overview Principle Web Application 1 Squash ...
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7342 test-driven-development davila7/claude-code-templates
Test-Driven Development (TDD) Overview Write the test first. Watch it fail. Write minimal code to pass. Core principle: If you didn't watch the test fail, you don't know if it tests the right thing. Violating the letter of the rules is violating the spirit of the rules. When to Use Always: New features Bug fixes Refactoring Behavior changes Exceptions (ask your human partner): Throwaway prototypes Generated code Configuration files Thinking "skip TDD just this once"? Stop. That's rationalization...
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7343 cra-to-next-migration vercel-labs/migration-skills
CRA to Next.js Migration Guide Comprehensive migration guide for converting Create React App projects to Next.js, covering routing, data fetching, components, styling, and deployment. Contains 148 rules across 17 categories, prioritized by migration impact. After a successful migration the application should work the same as it did before the migration. When to Apply Reference these guidelines when: Migrating an existing CRA application to Next.js Converting React Router routes to file-based rou...
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7344 shapely-compute parcadei/continuous-claude-v3
Computational Geometry with Shapely When to Use Creating geometric shapes (points, lines, polygons) Boolean operations (intersection, union, difference) Spatial predicates (contains, intersects, within) Measurements (area, length, distance, centroid) Geometry transformations (translate, rotate, scale) Validating and fixing invalid geometries Quick Reference I want to... Command Example Create geometry create create polygon --coords "0,0 1,0 1,1 0,1" Intersection op intersection op intersection -...
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7345 tdd-migration-pipeline parcadei/continuous-claude-v3
TDD Migration Pipeline Orchestrator-only workflow for migrating or rewriting codebases. You do NOT read files, write code, or validate anything yourself. You only instruct agents and pipe context (paths, not contents). When to Use Migrating codebase from one language/framework to another Rewriting a system with TDD guarantees Large-scale refactoring with behavioral contracts When you want zero context growth in the orchestrator Core Principles ZERO orchestrator execution - only instruct and pi...
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7346 tldr-deep parcadei/continuous-claude-v3
TLDR Deep Analysis Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code. Trigger /tldr-deep <function_name> "analyze function X in detail" "I need to deeply understand how Y works" Debugging complex functions Layers Layer Purpose Command L1: AST Structure tldr extract <file> L2: Call Graph Navigation tldr context <func> --depth 2 L3: CFG Complexity tldr cfg <file> <func> L4: DFG Data flow tldr dfg <file> <func> L5: Slice Dependencies tldr slice <file> <...
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7347 qlty-during-development parcadei/continuous-claude-v3
QLTY During Development Run QLTY checks during code writing to catch issues early. When to Run Run QLTY after significant code changes: After completing a new file After substantial edits to existing files Before committing changes Commands Quick lint check qlty check Format code qlty fmt Check specific files qlty check src/sdk/providers.ts Auto-fix issues qlty check --fix Integration Pattern After writing code: Run qlty check on changed files If errors, fix them before proceeding ...
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7348 agentica-spawn parcadei/continuous-claude-v3
Agentica Spawn Skill Use this skill after user selects an Agentica pattern. When to Use After agentica-orchestrator prompts user for pattern selection When user explicitly requests a multi-agent pattern (swarm, hierarchical, etc.) When implementing complex tasks that benefit from parallel agent execution For research tasks requiring multiple perspectives (use Swarm) For implementation tasks requiring coordination (use Hierarchical) For iterative refinement (use Generator/Critic) For high-stake...
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7349 search-router parcadei/continuous-claude-v3
Search Tool Router Use the most token-efficient search tool for each query type. When to Use Searching for code patterns Finding where something is implemented Looking for specific identifiers Understanding how code works Decision Tree Query Type? ├── CODE EXPLORATION (symbols, call chains, data flow) │ → TLDR Search - 95% token savings │ DEFAULT FOR ALL CODE SEARCH - use instead of Grep │ Examples: "spawn_agent", "DataPoller", "redis usage" │ Command: tldr search "query" . │ ├── STRUC...
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7350 nia-docs parcadei/continuous-claude-v3
Nia Documentation Search Search across 3000+ packages (npm, PyPI, Crates, Go) and indexed sources for documentation and code examples. Usage Semantic search in a package uv run python -m runtime.harness scripts/mcp/nia_docs.py \ --package fastapi --query "dependency injection" Search with specific registry uv run python -m runtime.harness scripts/mcp/nia_docs.py \ --package react --registry npm --query "hooks patterns" Grep search for specific patterns uv run python -m runtime.harness sc...
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