Choose WxJava Maven modules for WeChat services such as official accounts, mini programs, and payments. The skill identifies suitable dependencies, version management, integration options, and examples, including choices for single or multiple accounts.
- Choosing modules for the WeChat services a project needs
- Finding Maven dependency identifiers and examples
- Comparing single-account and multi-account Starters
binarywang/WxJava☆ 33.2KUpdated Oct 17, 2026
Turn API code into documentation covering endpoints, inputs, authentication, responses, and errors. Add request examples in multiple languages and usage guides to help developers understand and start using the API.
- Writing documentation for a new API
- Updating API documentation after code changes
- Preparing API guides for new developers or external users
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Design autonomous agents for Claude Code plugins, including when they should run, what tools they may use, and how they should respond. Provides configuration templates, prompt guidance, and validation steps for creating agent files.
- Create a code review agent
- Refine examples that trigger an agent
- Limit the tools an agent can use
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Design and refine prompts for LLM applications by organizing roles, context, instructions, constraints, and output formats. Develop representative examples, manage the information supplied to the model, and evaluate changes to improve how consistently responses match expectations.
- Structuring a system prompt for an LLM application
- Specifying response formats and constraints
- Creating examples that include edge cases
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Design and refine prompts for language model applications. Choose useful examples, create reusable templates and system instructions, and compare prompt variations using accuracy, consistency, response time, and token usage to guide improvements.
- Refine prompts that produce inconsistent answers
- Create reusable templates with variables and conditions
- Select relevant input-output examples for a task
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Design tools that AI agents can understand and call correctly. Covers JSON Schema, a format for defining inputs, along with clear descriptions, input examples, validation, and error responses that help agents recover from failures.
- Designing inputs for an AI agent tool
- Improving tool descriptions and input examples
- Reviewing validation and error responses
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Keep TypeScript and Python SDKs consistent when shared behavior or backend APIs change. Aligns public API names, use of generated clients, and documentation examples, including updates to the fixed versions of generated clients.
- Align a change across both SDKs
- Compare TypeScript and Python behavior
- Update fixed versions of generated clients
ComposioHQ/composio☆ 30.7KUpdated Oct 20, 2026
Official · QwenFreeSummary Review local code changes with git diff and update the matching pages under docs/. Keep commands, settings, examples, and navigation aligned with current behavior so readers can understand the changes without reading the code.
- Documenting uncommitted feature changes
- Updating setup instructions after a refactor
- Replacing outdated commands and configuration examples
QwenLM/qwen-code☆ 28.6KUpdated Oct 20, 2026
Official · QwenFreeSummary Compare repository documentation with current code, tests, and settings to find missing, incorrect, or outdated guidance. Update affected pages, prioritize problems that block readers, and check examples and navigation for consistency.
- Find outdated setup instructions
- Document existing features that lack guidance
- Check settings and command examples against code
QwenLM/qwen-code☆ 28.6KUpdated Oct 20, 2026
Turns recurring workflows and proven debugging solutions into reusable skill packages. It creates SKILL.md, a readable overview, and optional supporting examples from a user description or saved project memory, with checks for completeness and portability.
- Saving a debugging solution as a reusable skill
- Packaging recurring workflows for other projects
- Turning saved project knowledge into documented procedures
alirezarezvani/claude-skills☆ 28.5KUpdated Aug 30, 2026
Audit environment files and repository contents for possible credential leaks, then prioritize findings by severity. Plan credential replacement, improve configuration examples, and establish checks in development and delivery pipelines to reduce accidental exposure.
- Checking configuration files before a commit
- Planning credential replacement after a leak
- Keeping environment examples safe for new contributors
alirezarezvani/claude-skills☆ 28.5KUpdated Aug 30, 2026
Write and revise FastMCP documentation pages with consistent structure, clear explanations, and runnable code examples. Covers accessibility, link and Python checks, and the publishing steps needed to confirm changes reach the live site.
- Documenting a new FastMCP feature
- Reworking an existing documentation page
- Reviewing accessibility and page consistency
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 21, 2026
Develop applications with the Claude API using examples from Anthropic's official cookbooks. Explore document summarization, image analysis, document retrieval, external tool calls, and prompt caching through practical Python code and implementation guidance.
- Learning basic Claude API integration
- Building an assistant that searches documents
- Extracting text and information from images
2025Emma/vibe-coding-cn☆ 23.1KUpdated Dec 17, 2025
Build cryptocurrency exchange integrations with CCXT in JavaScript, Python, or PHP. The skill helps retrieve market data, manage orders, automate trading workflows, check exchange-specific capabilities, and investigate API errors using reproducible examples and logs.
- Retrieve market data from multiple cryptocurrency exchanges
- Implement order management and trading automation
- Check support for stop-loss and take-profit orders
2025Emma/vibe-coding-cn☆ 23.1KUpdated Dec 17, 2025
Develop and modify the Handsontable Angular wrapper with guidance on component lifecycle, settings updates, and NgZone, which controls change detection. It also covers standalone examples, global configuration, and the build and test workflow.
- Fix settings updates in the Angular wrapper
- Review change detection around grid operations
- Update examples to standalone components
handsontable/handsontable☆ 22.1KUpdated Oct 21, 2026
Turn selected research conversations or notes into themes supported by evidence and counterexamples. Distinguish observed behavior from preferences and hypotheses, assess confidence, and suggest a small next experiment with an observable measure of success.
- Finding recurring themes across research interviews
- Comparing evidence, counterexamples, and confidence
- Planning a small experiment to test findings
screenpipe/screenpipe☆ 22KUpdated Oct 20, 2026
Develop varied ideas for names, writing angles, and problem solving by exploring five candidates internally and presenting the strongest. It also expands small example collections into diverse datasets for evaluation, training, or testing.
- Finding a distinctive product name
- Developing a fresh angle for a blog post
- Exploring solutions to a technical problem
danielmiessler/LifeOS☆ 19.5KUpdated Sep 4, 2026
Helps design and evaluate prompts for more reliable AI responses. Covers clear instructions, input-output examples, task breakdown, and structured formats such as JSON, with guidance on comparing quality, cost, and response time across models.
- Clarify ambiguous instructions for an AI task
- Specify JSON output using schemas and examples
- Break complex tasks into connected prompts
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Review mathematical proofs in LaTeX for logical gaps, missing assumptions, and unjustified steps. Attempt counterexamples, develop explicit repairs, and repeat the review, producing an audit report that distinguishes completed fixes from assumptions and unresolved proof obligations.
- Checking theorem assumptions and logical dependencies
- Finding counterexamples to key lemmas
- Repairing missing derivations in LaTeX proofs
wanshuiyin/Auto-claude-code-research-in-sleep☆ 17.8KUpdated Oct 20, 2026
Helps write and review mathematical proofs in natural language. It clarifies assumptions, maps dependencies between claims and lemmas, checks counterexamples and edge cases, and produces a traceable draft that identifies unresolved gaps or necessary changes to the statement.
- Filling gaps in a mathematical proof draft
- Mapping dependencies between claims and lemmas
- Searching for counterexamples and edge cases
tradecatlabs/vibe-coding-cn☆ 17.7KUpdated Oct 20, 2026
Check mathematical expressions, solve equations, and search bounded ranges for counterexamples using symbolic and numerical libraries. Record assumptions, commands, and results so calculations can be repeated, while keeping computational evidence distinct from general mathematical proof.
- Checking identities and integrals with exact arithmetic
- Searching a defined range for counterexamples
- Cross-checking numerical results at higher precision
tradecatlabs/vibe-coding-cn☆ 17.7KUpdated Oct 20, 2026
Build reusable Claude Skills from documentation, APIs, code, and specifications. Organize instructions and reference files, define clear activation conditions, add reproducible examples, and check new or existing skills against a delivery checklist.
- Creating a skill from documentation, code, or specifications
- Reorganizing an overly long SKILL.md
- Clarifying when a skill should activate
tradecatlabs/vibe-coding-cn☆ 17.7KUpdated Oct 20, 2026
Draft internal communications using guidelines for each message type. The skill covers team updates, company newsletters, FAQ answers, and other reports, guiding the agent on format, tone, and gathering the information needed for the draft.
- Writing team updates on progress, plans, and problems
- Drafting a company newsletter
- Preparing answers to internal FAQs
composio-community/awesome-codex-skills☆ 17KUpdated Jul 26, 2026
Create and debug formulas for Excel and Google Sheets, including formulas that return multiple results. Get placement instructions, worked examples, checks for blanks and duplicates, and equivalent formulas when moving between platforms.
- Create formulas from sample data and expected results
- Fix errors caused by blanks or duplicate values
- Convert formulas between Excel and Google Sheets
composio-community/awesome-codex-skills☆ 17KUpdated Jul 26, 2026