Prepare a Python SDK release candidate in a separate working directory, check version metadata and public API compatibility, and produce one local commit with a review report for the release handoff.
- Prepare a manual Python SDK release candidate
- Check release versions and public API compatibility
- Prepare a release pull request handoff
openai/openai-agents-python☆ 30.2KUpdated Oct 18, 2026
Compare a Python SDK release plan or candidate with the previous release to assess compatibility, versioning, and proven regressions. Produce a ship-or-block recommendation, documentation handoff, and key changes for minor releases.
- Plan the next patch or minor SDK release
- Assess whether a release candidate can ship
- Check compatibility and migration paths
openai/openai-agents-python☆ 30.2KUpdated Oct 18, 2026
Plan and, after explicit approval, run controlled checks of software behavior. Compare baseline and failure cases, repeat sensitive measurements, and report observed results with execution context, comparison conditions, and the status of temporary evidence files.
- Investigating a suspected runtime regression
- Checking retries, interruptions, and concurrent operations
- Comparing latency or cost under matched conditions
openai/openai-agents-python☆ 30.2KUpdated Oct 18, 2026
Plan SDK behavior changes by defining required outcomes, compatibility boundaries, and unsupported cases. Reuse existing implementation paths, assess review feedback, and reconsider designs when repeated fixes introduce complexity beyond the original requirement.
- Define the scope of an SDK behavior change
- Assess compatibility with released APIs
- Reconsider a design after repeated review findings
openai/openai-agents-python☆ 30.2KUpdated Oct 18, 2026
Find and retrieve official OpenAI documentation to answer API integration questions with source evidence. Check endpoint definitions, parameters, and documented limits, and receive setup guidance when the documentation connection is unavailable.
- Verify specifications before integrating an OpenAI API
- Check endpoint parameters and schemas
- Support technical explanations with official documentation
openai/openai-agents-python☆ 30.2KUpdated Oct 18, 2026
Summarize articles, local files, YouTube videos, and podcasts to review their main points. Adjust the summary length, or extract available text and transcripts from URLs when you need the source content.
- Reviewing the main points of an online article
- Summarizing a local PDF
- Extracting an available YouTube transcript
sipeed/picoclaw☆ 30.1KUpdated Oct 16, 2026
Set up, debug, and extend PicoClaw using its own commands and configuration structure. Get guidance on model authentication, external tool connections, scheduled tasks, and how conversations are routed and stored.
- Setting up models and authentication in PicoClaw
- Configuring and troubleshooting MCP server connections
- Setting up recurring tasks
sipeed/picoclaw☆ 30.1KUpdated Oct 16, 2026
Connect an AI agent client to Memory Proxy, which adds team memory, skills, and knowledge to model requests. The guided workflow checks existing settings, tests connectivity, and writes the appropriate client configuration.
- Connect an AI agent to team memory
- Reuse an existing proxy configuration
- Test connectivity before writing settings
TencentCloud/TencentDB-Agent-Memory☆ 29.7KUpdated Oct 19, 2026
Maintain an application's supported language models by checking provider availability, adding models, and keeping documentation, live tests, and model-specific request settings aligned. It also checks provider model identifiers and candidates for the recommended list.
- Add support for a specific language model
- Check whether listed models are still available
- Update provider model identifiers
alibaba/page-agent☆ 29.5KUpdated Oct 20, 2026
Create a Mastra project at a specified version and check its Studio in Chrome. Test page loading, agent chat, tool execution, and workflows, then report passed and failed checks, encountered errors, and screenshots.
- Checking a newly created Mastra project
- Testing initialization with a specified version or package manager
- Checking Studio chat, tools, and workflows
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Test mastracode’s terminal interface in Konsole, covering model setup, conversation switching, task state isolation, and display issues. The guide combines interactive checks with scripted rendering tests and troubleshooting steps for common build and configuration problems.
- Checking task state when switching conversations
- Setting up OpenRouter for interactive tests
- Testing borders and wrapping at different terminal widths
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Create and improve Playwright end-to-end tests for Studio changes. Check complete user actions, including whether settings affect requests, data survives reloads, tools return expected results, and workflows pass data correctly.
- Testing whether agent settings affect actual requests
- Checking that saved data survives page reloads
- Verifying tool outputs and workflow data flow
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Create a dedicated test project linked to the current worktree and check Agent Builder through APIs and browser interactions. It covers agent and skill management, permissions, defaults, and related features, with selectable test sections.
- Validate an Agent Builder feature branch before review
- Check role-based permissions and authentication
- Test agent and skill management through APIs and the UI
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Test Qwen Code CLI behavior from model requests through tool execution. Reproduce bugs, check terminal interactions and MCP tool connections, and inspect API logs using real models or mock servers for controlled scenarios.
- Reproduce reported CLI bugs and verify fixes
- Test MCP tool connections through the CLI
- Check terminal rendering and keyboard interactions
QwenLM/qwen-code☆ 28.6KUpdated Oct 19, 2026
Delegate code exploration, feature development, bug fixes, and reviews to Qwen Code through acpx, a command-line client for communicating with agents. Use ongoing sessions, separate task sessions, and structured output to coordinate development work.
- Asking questions about an unfamiliar codebase
- Creating projects and adding features
- Investigating bugs and failing tests
QwenLM/qwen-code☆ 28.6KUpdated Oct 19, 2026
Review board memos and strategy briefs with available Claude, Codex, and Gemini models. Compare concerns, supporting arguments, and votes, then turn disagreements into questions to resolve before committing to a major business decision.
- Reviewing fundraising terms before signing
- Checking the reasoning behind a major strategic pivot
- Examining an acquisition memo before a decision
alirezarezvani/claude-skills☆ 28.4KUpdated Aug 30, 2026
Build and troubleshoot ChatGPT apps with an MCP server that exposes tools and an optional interactive widget. Use current official documentation and examples to create scaffolds, configure security settings, and guide local validation and deployment when requested.
- Create a ChatGPT app scaffold from an official example
- Design tools and connect an MCP server to a widget
- Refactor or troubleshoot an existing Apps SDK app
openai/skills☆ 28.2KUpdated Sep 9, 2026
Turn speech from audio or video recordings into text using OpenAI. Save transcripts as text or JSON, with optional speaker labels and reference recordings to help identify known speakers in meetings or interviews.
- Transcribe recorded meetings
- Label speakers in interviews
- Extract spoken text from audio or video
openai/skills☆ 28.2KUpdated Sep 9, 2026
Get source-backed guidance on OpenAI products, APIs, and Codex from official documentation. Use it to compare models for a task, understand configuration options, or plan focused model and prompt updates while preserving an explicitly requested target model.
- Checking OpenAI API usage and parameters
- Choosing an OpenAI model for a specific task
- Planning model upgrades and related prompt changes
openai/skills☆ 28.2KUpdated Sep 9, 2026
Turn text into audio files for narration, product demos, phone prompts, or accessibility reads using the OpenAI Audio API. Choose built-in voices and delivery directions, then generate a single clip or a batch of files.
- Create narration from an explainer script
- Generate a voiceover for a product demo
- Produce a batch of phone menu prompts
openai/skills☆ 28.2KUpdated Sep 9, 2026
Generate photos, illustrations, product mockups, and other bitmap images, or edit existing pictures with background changes, object removal, and transparent cutouts. Use reference images to guide variations and save selected assets for the project.
- Create a website hero image or illustration
- Replace a product photo background or remove objects
- Make a transparent cutout
openai/skills☆ 28.2KUpdated Sep 9, 2026
Design product pricing based on customer value, competitor offerings, and willingness to pay. Compare charging models, define plan tiers and included features, and outline experiments to test prices and assumptions before introducing a new pricing structure.
- Setting prices for a new product
- Comparing flat-rate and usage-based pricing
- Designing free and paid plan tiers
phuryn/pm-skills☆ 27.2KUpdated Oct 16, 2026
Generate images from text or reference images using multiple image services. Choose aspect ratios, sizes, and quality settings, or generate a collection of images in batches from saved prompt files.
- Create illustrations from text descriptions
- Change scenes using reference images
- Generate images in specific aspect ratios
JimLiu/baoyu-skills☆ 26.8KUpdated Sep 11, 2026
Inspect and remove invisible characters from text and AI provenance metadata, information about content origin, from images and documents. It also supports prose rewriting and reports what changed, with limits on verifying watermark removal.
- Removing invisible characters from owned text
- Cleaning AI provenance metadata from images and documents
- Rephrasing prose while preserving facts and meaning
guillaumemeyer/watermarks-remover☆ 24.5KUpdated Oct 17, 2026