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# Skill 仓库 描述 安装量
6851 search-first affaan-m/ecc
/search-first — Research Before You Code Systematizes the "search for existing solutions before implementing" workflow. Trigger Use this skill when: Starting a new feature that likely has existing solutions Adding a dependency or integration The user asks "add X functionality" and you're about to write code Before creating a new utility, helper, or abstraction Workflow ┌─────────────────────────────────────────────┐ │ 1. NEED ANALYSIS │ │ Define what functionality ...
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6852 motion-foundations affaan-m/ecc
Motion Foundations The base layer of the motion system. Defines every value, constraint, and rule that downstream skills ( motion-patterns , motion-advanced ) inherit. Load this skill before any animation work begins. When to Activate Starting any animated component from scratch Setting up tokens, spring presets, or easing values Implementing prefers-reduced-motion support Debugging hydration mismatches from animation initial states Evaluating whether an animation should exist at all Outputs Thi...
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6853 rust-patterns affaan-m/ecc
Rust Development Patterns Idiomatic Rust patterns and best practices for building safe, performant, and maintainable applications. When to Use Writing new Rust code Reviewing Rust code Refactoring existing Rust code Designing crate structure and module layout How It Works This skill enforces idiomatic Rust conventions across six key areas: ownership and borrowing to prevent data races at compile time, Result / ? error propagation with thiserror for libraries and anyhow for applications, enums an...
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6854 domain-ml actionbook/rust-skills
Machine Learning Domain Layer 3: Domain Constraints Domain Constraints → Design Implications Domain Rule Design Constraint Rust Implication Large data Efficient memory Zero-copy, streaming GPU acceleration CUDA/Metal support candle, tch-rs Model portability Standard formats ONNX Batch processing Throughput over latency Batched inference Numerical precision Float handling ndarray, careful f32/f64 Reproducibility Deterministic Seeded random, versioning Critical Constraints Show more
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6855 mvp slavingia/skills
You are a business advisor channeling the philosophy of The Minimalist Entrepreneur by Sahil Lavingia. Help the user build their MVP with maximum constraints and minimum effort. Core Principle Build as little as possible. The goal is to start delivering value to your community as quickly as possible. Not to build something beautiful, polished, or complete. The Three Stages Stage 1: Manual (Do it yourself) Solve the problem by hand for each customer You are the product. You are customer service, ...
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6856 mermaid-diagram-specialist davila7/claude-code-templates
Mermaid Diagram Specialist Overview Purpose: Expert in creating comprehensive Mermaid diagrams for documentation, architecture visualization, and process mapping Category: Tech Primary Users: tech-writer, architecture-validator, product-technical, tech-lead When to Use This Skill Creating architecture documentation Visualizing workflows and processes Documenting data models (ERDs) Explaining sequence flows Creating state machines Documenting component relationships Creating decision trees Vis...
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6857 remotion vercel-labs/json-render
Stitch to Remotion Walkthrough Videos You are a video production specialist focused on creating engaging walkthrough videos from app designs. You combine Stitch's screen retrieval capabilities with Remotion's programmatic video generation to produce smooth, professional presentations. Overview This skill enables you to create walkthrough videos that showcase app screens with professional transitions, zoom effects, and contextual text overlays. The workflow retrieves screens from Stitch projects ...
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6858 motion-patterns affaan-m/ecc
Motion Patterns Copy-paste patterns for the most common UI animation needs. Every pattern here is built on motion-foundations tokens and springs. Do not define new duration or easing values here — import them. When to Activate Animating a button, card, modal, or toast notification Building list entrances with stagger Setting up page transitions in Next.js App Router Adding entrance or exit animations to conditional content Implementing scroll-reveal, scroll-linked progress, or sticky story secti...
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6859 karpathy-guidelines szkocot/andrej-karpathy-skills
Karpathy Guidelines Behavioral guidelines to reduce common LLM coding mistakes, derived from Andrej Karpathy's observations on LLM coding pitfalls. Tradeoff: These guidelines bias toward caution over speed. For trivial tasks, use judgment. 1. Think Before Coding Don't assume. Don't hide confusion. Surface tradeoffs. Before implementing: State your assumptions explicitly. If uncertain, ask. If multiple interpretations exist, present them - don't pick silently. If a simpler approach exists, say so...
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6860 get-api-docs andrewyng/context-hub
Get API Docs via chub When you need documentation for a library or API, fetch it with the chub CLI rather than guessing from training data. This gives you the current, correct API. Step 1 — Find the right doc ID chub search "<library name>" --json Pick the best-matching id from the results (e.g. openai/chat , anthropic/sdk , stripe/api ). If nothing matches, try a broader term. Step 2 — Fetch the docs chub get < id > --lang py or --lang js, --lang ts Omit --lang if the doc has only one language...
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6861 everything-claude-code affaan-m/ecc
Everything Claude Code Conventions Generated from affaan-m/everything-claude-code on 2026-03-20 Overview This skill teaches Claude the development patterns and conventions used in everything-claude-code. Tech Stack Primary Language : JavaScript Architecture : hybrid module organization Test Location : separate When to Use This Skill Activate this skill when: Making changes to this repository Adding new features following established patterns Writing tests that match project conventions Creating ...
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6862 dashboard-builder affaan-m/ecc
Dashboard Builder Use this when the task is to build a dashboard people can operate from. The goal is not "show every metric." The goal is to answer: is it healthy? where is the bottleneck? what changed? what action should someone take? When to Use "Build a Kafka monitoring dashboard" "Create a Grafana dashboard for Elasticsearch" "Make a SigNoz dashboard for this service" "Turn this metrics list into a real operational dashboard" Guardrails do not start from visual layout; start from operator q...
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6863 agentic-engineering affaan-m/ecc
Agentic Engineering Use this skill for engineering workflows where AI agents perform most implementation work and humans enforce quality and risk controls. Operating Principles Define completion criteria before execution. Decompose work into agent-sized units. Route model tiers by task complexity. Measure with evals and regression checks. Eval-First Loop Define capability eval and regression eval. Run baseline and capture failure signatures. Execute implementation. Re-run evals and compare delta...
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6864 browser-qa affaan-m/ecc
Browser QA — Automated Visual Testing & Interaction When to Use After deploying a feature to staging/preview When you need to verify UI behavior across pages Before shipping — confirm layouts, forms, interactions actually work When reviewing PRs that touch frontend code Accessibility audits and responsive testing How It Works Uses the browser automation MCP (claude-in-chrome, Playwright, or Puppeteer) to interact with live pages like a real user. Phase 1: Smoke Test 1. Navigate to target URL 2. ...
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6865 error-handling affaan-m/ecc
Error Handling Patterns Consistent, robust error handling patterns for production applications. When to Activate Designing error types or exception hierarchies for a new module or service Adding retry logic or circuit breakers for unreliable external dependencies Reviewing API endpoints for missing error handling Implementing user-facing error messages and feedback Debugging cascading failures or silent error swallowing Core Principles Fail fast and loudly — surface errors at the boundary where ...
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6866 context-budget affaan-m/ecc
Context Budget Analyze token overhead across every loaded component in a Claude Code session and surface actionable optimizations to reclaim context space. When to Use Session performance feels sluggish or output quality is degrading You've recently added many skills, agents, or MCP servers You want to know how much context headroom you actually have Planning to add more components and need to know if there's room Running /context-budget command (this skill backs it) How It Works Phase 1: Invent...
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6867 earnings-preview himself65/finance-skills
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. Earnings Preview Skill Generates a pre-earnings briefing using Yahoo Finance data via yfinance . Pulls together upcoming earnings date, consensus estimates, historical accuracy, analyst sentiment, and key financial context — everything you need before an earnings call. Important : Data is for research and educational purposes only. Not financia...
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6868 agentmail-cli agentmail-to/agentmail-skills
AgentMail CLI Use the agentmail CLI to send and receive emails programmatically. Requires AGENTMAIL_API_KEY environment variable. Install npm install -g agentmail-cli Core Commands Inboxes Create an inbox agentmail inboxes create --display-name "My Agent" --username myagent --domain example.com List inboxes agentmail inboxes list Get an inbox agentmail inboxes retrieve --inbox-id < inbox_id > Delete an inbox agentmail inboxes delete --inbox-id < inbox_id > Send Email Send a message from an ...
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6869 shared boshu2/agentops
Shared References This directory contains shared reference documents used by multiple skills: validation-contract.md - Verification requirements for accepting spawned work references/claude-code-latest-features.md - Claude Code feature contract (slash commands, agent isolation, hooks, settings) references/backend-claude-teams.md - Concrete examples for Claude native teams ( TeamCreate + SendMessage ) references/backend-codex-subagents.md - Concrete examples for Codex CLI and Codex sub-agents ref...
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6870 android-clean-architecture affaan-m/ecc
Android Clean Architecture Clean Architecture patterns for Android and KMP projects. Covers module boundaries, dependency inversion, UseCase/Repository patterns, and data layer design with Room, SQLDelight, and Ktor. When to Activate Structuring Android or KMP project modules Implementing UseCases, Repositories, or DataSources Designing data flow between layers (domain, data, presentation) Setting up dependency injection with Koin or Hilt Working with Room, SQLDelight, or Ktor in a layered archi...
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6871 github-ops affaan-m/ecc
GitHub Operations Manage GitHub repositories with a focus on community health, CI reliability, and contributor experience. When to Activate Triaging issues (classifying, labeling, responding, deduplicating) Managing PRs (review status, CI checks, stale PRs, merge readiness) Debugging CI/CD failures Preparing releases and changelogs Monitoring Dependabot and security alerts Managing contributor experience on open-source projects User says "check GitHub", "triage issues", "review PRs", "merge", "r...
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6872 redis-core redis/agent-skills
Redis Core Foundational guidance for modeling data in Redis. Covers data-type selection and key-name conventions — the two decisions that most directly drive memory, performance, and maintainability. When to apply Caching objects, sessions, or per-user state. Counters, leaderboards, recent-items lists, unique-membership sets. Reviewing or refactoring Redis key names. Deciding between a Redis Hash and a JSON document for an entity. 1. Choose the right data structure Pick the type that matches the...
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6873 self-review lingzhi227/agent-research-skills
Self-Review Review an academic paper using a structured review form with multiple reviewer personas. Input $ARGUMENTS — Path to PDF file or .tex file Scripts Extract text from PDF python ~/.claude/skills/self-review/scripts/extract_pdf_text.py paper.pdf --output paper_text.txt python ~/.claude/skills/self-review/scripts/extract_pdf_text.py paper.pdf --format markdown Tries pymupdf4llm (best) → pymupdf → pypdf. Install: pip install pymupdf4llm pymupdf pypdf Parse PDF into structured sections pyth...
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6874 huggingface-paper-publisher huggingface/skills
Overview This skill provides comprehensive tools for AI engineers and researchers to publish, manage, and link research papers on the Hugging Face Hub. It streamlines the workflow from paper creation to publication, including integration with arXiv, model/dataset linking, and authorship management. Integration with HF Ecosystem Paper Pages : Index and discover papers on Hugging Face Hub arXiv Integration : Automatic paper indexing from arXiv IDs Model/Dataset Linking : Connect papers to relevant...
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6875 ui-demo affaan-m/ecc
UI Demo Video Recorder Record polished demo videos of web applications using Playwright's video recording with an injected cursor overlay, natural pacing, and storytelling flow. When to Use User asks for a "demo video", "screen recording", "walkthrough", or "tutorial" User wants to showcase a feature or workflow visually User needs a video for documentation, onboarding, or stakeholder presentation Three-Phase Process Every demo goes through three phases: Discover -> Rehearse -> Record . Never sk...
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6876 blueprint affaan-m/ecc
Blueprint — Construction Plan Generator Turn a one-line objective into a step-by-step construction plan that any coding agent can execute cold. When to Use Breaking a large feature into multiple PRs with clear dependency order Planning a refactor or migration that spans multiple sessions Coordinating parallel workstreams across sub-agents Any task where context loss between sessions would cause rework Do not use for tasks completable in a single PR, fewer than 3 tool calls, or when the user says...
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6877 cc-skill-frontend-patterns sickn33/antigravity-awesome-skills
Frontend Development Patterns Modern frontend patterns for React, Next.js, and performant user interfaces. Component Patterns Composition Over Inheritance // ✅ GOOD: Component composition interface CardProps { children : React . ReactNode variant ? : 'default' | 'outlined' } export function Card ( { children , variant = 'default' } : CardProps ) { return < div className = { ` card card- ${ variant } ` } > { children } < / div > } export function CardHeader ( { children } : { children : React . R...
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6878 springboot-patterns affaan-m/ecc
Spring Boot architecture and API patterns for scalable, production-grade services. REST API Structure ``` @RestController @RequestMapping("/api/markets") @Validated class MarketController { private final MarketService marketService; MarketController(MarketService marketService) { this.marketService = marketService; } @GetMapping ResponseEntity<Page<MarketResponse>> list( @RequestParam(defaultValue = "0") int page, @RequestParam(defaultValue = "20") int size) { ...
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6879 mcp-server-patterns affaan-m/ecc
MCP Server Patterns The Model Context Protocol (MCP) lets AI assistants call tools, read resources, and use prompts from your server. Use this skill when building or maintaining MCP servers. The SDK API evolves; check Context7 (query-docs for "MCP") or the official MCP documentation for current method names and signatures. When to Use Use when: implementing a new MCP server, adding tools or resources, choosing stdio vs HTTP, upgrading the SDK, or debugging MCP registration and transport issues. ...
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6880 agent-harness-construction affaan-m/ecc
Agent Harness Construction Use this skill when you are improving how an agent plans, calls tools, recovers from errors, and converges on completion. Core Model Agent output quality is constrained by: Action space quality Observation quality Recovery quality Context budget quality Action Space Design Use stable, explicit tool names. Keep inputs schema-first and narrow. Return deterministic output shapes. Avoid catch-all tools unless isolation is impossible. Granularity Rules Use micro-tools for h...
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6881 security-scan affaan-m/ecc
Security Scan Skill Audit your Claude Code configuration for security issues using AgentShield . When to Activate Setting up a new Claude Code project After modifying .claude/settings.json , CLAUDE.md , or MCP configs Before committing configuration changes When onboarding to a new repository with existing Claude Code configs Periodic security hygiene checks What It Scans File Checks CLAUDE.md Hardcoded secrets, auto-run instructions, prompt injection patterns settings.json Overly permissive all...
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6882 vite-patterns affaan-m/ecc
Vite Patterns Build tool and dev server patterns for Vite 8+ projects. Covers configuration, environment variables, proxy setup, library mode, dependency pre-bundling, and common production pitfalls. When to Use Configuring vite.config.ts or vite.config.js Setting up environment variables or .env files Configuring dev server proxy for API backends Optimizing build output (chunks, minification, assets) Publishing libraries with build.lib Troubleshooting dependency pre-bundling or CJS/ESM interop ...
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6883 rust-testing affaan-m/ecc
Rust Testing Patterns Comprehensive Rust testing patterns for writing reliable, maintainable tests following TDD methodology. When to Use Writing new Rust functions, methods, or traits Adding test coverage to existing code Creating benchmarks for performance-critical code Implementing property-based tests for input validation Following TDD workflow in Rust projects How It Works Identify target code — Find the function, trait, or module to test Write a test — Use [test] in a [cfg(test)] module, r...
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6884 dt-migration dynatrace/dynatrace-for-ai
Smartscape Migration Skill This skill helps migrate Dynatrace classic and Gen2 entity-based DQL queries and query patterns to Smartscape-based equivalents. Use it to: convert classic entity types to Smartscape node types rewrite classic entity DQL into Smartscape DQL migrate entityName() , entityAttr() , classicEntitySelector() , and classic relationship patterns explain how classic entity concepts map to Smartscape nodes, edges, fields, and IDs Load the dt-dql-essentials skill before writing fi...
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6885 cx-alerts coralogix/cx-cli
Alert Management Skill Use this skill to list, inspect, create, delete, enable, and disable Coralogix alert definitions using the cx alerts CLI commands. CLI Commands Show more Installs 479 Repository coralogix/cx-cli GitHub Stars 105 First Seen Apr 30, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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6886 tao-train-foundation-stereo nvidia/skills
Depth Net Stereo Stereo depth estimation using FoundationStereo architecture. Predicts disparity maps from stereo image pairs for 3D reconstruction. Uses pretrained Depth Anything v2 and EdgeNeXt encoders. Set model.stereo_backbone.depth_anything_v2_pretrained_path and model.stereo_backbone.edgenext_pretrained_path . The mono and stereo skills both invoke the unified TAO depth_net CLI inside the container; the mono/stereo family is selected via model.model_type (e.g., FoundationStereo ). PyT act...
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6887 tao-route-visual-changenet-samples nvidia/skills
TAO VCN Sample Routing Skill You are the dispatcher between gap analysis and the augmentation modules in a VCN AOI SDA pipeline. Each augmentation module can only act on labels it knows how to handle: k-NN Mining can only mine real-image neighbors for labels that already exist in the source pool CSV . There is no point looking for SHIFT neighbors if the pool has no SHIFT rows. AnomalyGen (Cosmos SDG) can only generate synthetic anomalies for the classes its inference pipeline supports: PASS , EX...
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6888 tao-train-rtdetr nvidia/skills
RT-DETR RT-DETR (Real-Time DEtection TRansformer) for 2D object detection. Designed for real-time inference with competitive accuracy. Supports distillation and quantization for deployment optimization. Set model.pretrained_backbone_path for backbone weights or train.pretrained_model_path for full model. For TAO Deploy TensorRT actions ( gen_trt_engine , TensorRT evaluate , and TensorRT inference ), read references/tao-deploy-rtdetr.md first. Deploy spec templates live in this skill's references...
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6889 tao-train-fast-foundation-stereo nvidia/skills
Depth Net Fast Stereo Real-time stereo depth estimation using FastFoundationStereo (FFS) — the bp2 commercial distilled variant of FoundationStereo. Predicts disparity maps from rectified stereo image pairs with per-layer pruned widths for real-time inference. The mono / stereo / fast-stereo skills share the unified TAO depth_net CLI; FFS is selected via model.model_type: FastFoundationStereo . FFS differs from FoundationStereo only in pruned per-layer widths and a serialized forward path; every...
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6890 tao-train-oneformer nvidia/skills
OneFormer OneFormer for universal image segmentation. Unifies panoptic, instance, and semantic segmentation with a single architecture using task-conditioned queries. Set train.pretrained_backbone and/or train.pretrained_model. For TAO Deploy TensorRT actions ( gen_trt_engine , TensorRT evaluate , and TensorRT inference ), read references/tao-deploy-oneformer.md first. Deploy spec templates live in this skill's references/ folder with the spec_template_deploy_*.yaml prefix. Dataclass Schemas Gen...
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6891 tao-train-segformer nvidia/skills
SegFormer SegFormer for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature extraction. Efficient for real-time segmentation tasks. Set model.backbone.pretrained_backbone_path for backbone weights. For TAO Deploy TensorRT actions ( gen_trt_engine , TensorRT evaluate , and TensorRT inference ), read references/tao-deploy-segformer.md first. Deploy spec templates live in this skill's references/ folder with the spec_template_deploy_*.yaml prefix. Dataclass S...
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6892 tao-train-deformable-detr nvidia/skills
Deformable DETR Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing. Lighter than DINO with competitive accuracy. Uses pretrained weights. Set model.pretrained_backbone_path for backbone-only loading or train.pretrained_model_path for full model initialization. Supported parent model actions are train , evaluate , inference , export , and quantize . The PyT model container does not support a native gen_trt_engine subtask for this networ...
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6893 tao-train-single-step nvidia/skills
Normal Train Standard supervised fine-tuning: train a model on a labeled dataset, optionally evaluate, then optionally export. The most common TAO workflow for adapting a pretrained model to a new dataset. Steps train — executed through AutoML when the selected model has automl_enabled: true and automl_policy is on ; set automl_policy=off for a plain single training run eval — executed if eval_dataset_uri is resolved export — optional, on user request after training Prerequisites Show more Insta...
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6894 cs-trick liuzhengdongfortest/codestable
cs-trick cs-trick 是面向问题的 处方性参考库 ，回答： 要做 X，经过验证的正确做法是什么？ 不需要触发事件，任何时候发现值得沉淀的模式或用法都可以直接写。 典型内容：某个设计模式在这个项目的标准写法 / 某个库的核心 API 用法 + 已知坑 / 某类操作的命令配方。 共享路径与命名约定看 codestable/reference/shared-conventions.md 。产物写入 codestable/compound/ ，命名 YYYY-MM-DD-trick-{slug}.md ，frontmatter 带 doc_type: trick 。 三种类型 frontmatter 的 type 字段： 类型 适用情境 示例 pattern 设计模式 / 架构模式 / 编程惯用法 "用 Repository 模式隔离数据访问层"、"用 Builder 构造复杂配置" library 某个库 / 框架的用法 / 配置方式 / 常见坑 "Prisma 事务的正确写法"、"Pinia store 的 action 错误处理" technique 具体操作技巧 / 工具...
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6895 research-ops affaan-m/ecc
Research Ops Use this when the user asks to research something current, compare options, enrich people or companies, or turn repeated lookups into a monitored workflow. This is the operator wrapper around the repo's research stack. It is not a replacement for deep-research , exa-search , or market-research ; it tells you when and how to use them together. Skill Stack Pull these ECC-native skills into the workflow when relevant: exa-search for fast current-web discovery deep-research for multi-so...
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6896 mysql-patterns affaan-m/ecc
MySQL Patterns Use this skill when working on MySQL or MariaDB schema design, migrations, slow-query investigation, queue-style transactions, connection pools, or production database configuration. Prefer exact version checks before applying a feature-specific pattern because MySQL and MariaDB have diverged in several SQL details. Activation Designing MySQL or MariaDB tables, indexes, and constraints Reviewing migrations before they run on large production tables Debugging slow queries, lock wai...
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6897 ai-first-engineering affaan-m/ecc
AI-First Engineering Use this skill when designing process, reviews, and architecture for teams shipping with AI-assisted code generation. Process Shifts Planning quality matters more than typing speed. Eval coverage matters more than anecdotal confidence. Review focus shifts from syntax to system behavior. Architecture Requirements Prefer architectures that are agent-friendly: explicit boundaries stable contracts typed interfaces deterministic tests Avoid implicit behavior spread across hidden ...
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6898 investor-materials affaan-m/ecc
Investor Materials Build investor-facing materials that are consistent, credible, and easy to defend. When to Activate creating or revising a pitch deck writing an investor memo or one-pager building a financial model, milestone plan, or use-of-funds table answering accelerator or incubator application questions aligning multiple fundraising docs around one source of truth Golden Rule All investor materials must agree with each other. Create or confirm a single source of truth before writing: tr...
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6899 product-capability affaan-m/ecc
Product Capability This skill turns product intent into explicit engineering constraints. Use it when the gap is not "what should we build?" but "what exactly must be true before implementation starts?" When to Use A PRD, roadmap item, discussion, or founder note exists, but the implementation constraints are still implicit A feature crosses multiple services, repos, or teams and needs a capability contract before coding Product intent is clear, but architecture, data, lifecycle, or policy impli...
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6900 specs-code-cleanup giuseppe-trisciuoglio/developer-kit
Code Cleanup Overview Performs post-review cosmetic cleanup to make code production-ready. This is the final workflow step after /developer-kit-specs:specs.task-review approval. Input : docs/specs/[id]/tasks/TASK-XXX.md (reviewed status) Output : Cleaned code, task marked completed When to Use Use when asked to clean up code, polish, finalize, tidy up, or remove technical debt after review approval. Use to prepare code for completion: remove debug logs, dead code, optimize imports, and improve r...
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