Define success criteria before AI coding, then assess new capabilities and check that existing behavior still works using code, rules, models, or human review. Track repeated-attempt success metrics and reports to compare prompt changes, agent changes, or model versions.
- Defining success criteria before AI implementation
- Checking existing behavior after prompt or agent changes
- Measuring reliability across repeated attempts
affaan-m/ECC☆ 284.3KUpdated Oct 20, 2026
Turn an unclear feature idea into a structured specification with goals, boundaries, and testable success criteria. Split broader requests into independent modules when needed, then move through planning, task breakdown, and implementation with human review.
- Clarify an idea before coding
- Draft requirements with testable completion criteria
- Split a broad request into independent modules
addyosmani/agent-skills☆ 108.7KUpdated Oct 14, 2026
Use image generation through the Venice.ai API and explore available styles. This skill helps an agent identify the relevant image generation capabilities when planning an image creation task.
- Generating images through the Venice.ai API
- Checking available image styles
- Planning an image generation task with an agent
nexu-io/open-design☆ 102.6KUpdated Oct 20, 2026
Prepare media assets required by an existing OD Next plan. Reuse verified capabilities and suitable assets, acquire files, measure dimensions, and retrieve background job results while preserving required content, licensing constraints, and quality conditions.
- Preparing all media assets required by an existing plan
- Reusing suitable user assets across multiple pages
- Measuring asset dimensions for layout sizing
nexu-io/open-design☆ 102.6KUpdated Oct 20, 2026
Work on advanced RuView sensing with signals from multiple WiFi nodes. Explore position estimation, three-dimensional occupancy reconstruction, changes in movement patterns over time, and defenses against suspicious signals, with guidance on implementation modules and validation.
- Combining WiFi observations from multiple nodes
- Reconstructing occupied space with RF tomography
- Studying long-term changes in movement patterns
ruvnet/RuView☆ 98.8KUpdated Oct 19, 2026
Investigate a Homecore capability by tracing relevant source files, tests, and accepted architecture decisions. Check documented status and limitations before proposing code, while keeping implementation presence separate from deployment compatibility or claims of Home Assistant parity.
- Find source files and design decisions for a Homecore capability
- Check documented implementation status and limitations
- Review focused tests before proposing code changes
ruvnet/RuView☆ 98.8KUpdated Oct 19, 2026
Find installable agent skills for a task you want help with. Search using relevant keywords, explain matching options with installation commands and detail links, and install a chosen skill through the provided script when requested.
- Finding skills for a specific task
- Exploring skills for a new area of work
- Checking what a skill does and how to install it
bytedance/deer-flow☆ 84.2KUpdated Oct 20, 2026
Build MCP servers, which let Claude call external tools and read data through a shared protocol. Follow Python or TypeScript examples to implement tools, connect services, configure Claude, and test server behavior.
- Adding custom tools to Claude
- Connecting an external API
- Reading database records or settings
shareAI-lab/learn-claude-code☆ 78.9KUpdated Sep 28, 2026
Design and build AI agents for business, research, operations, or creative work. Define essential actions and knowledge, start with a simple execution loop, and add progress tracking or separate child agents as needs emerge.
- Designing an assistant for business tasks
- Building a research agent
- Choosing essential actions and knowledge
shareAI-lab/learn-claude-code☆ 78.9KUpdated Sep 28, 2026
Query OmniRoute through A2A, a protocol for communication between agents. Get provider and model recommendations, check remaining quotas, find providers with required features, estimate request costs, and review system health.
- Find a provider and model for a prompt
- Check remaining provider or account quotas
- Find providers with required features
diegosouzapw/OmniRoute☆ 78.6KUpdated Oct 19, 2026
Connect agents and automated workflows to VoiceStudio to generate speech with saved or designed voices, transcribe recordings, create subtitles, and manage dubbing or narration. It uses the running backend and checks available models and capabilities.
- Generating narration with a saved voice
- Transcribing recordings and creating subtitles
- Managing dubbing while preserving timing and background audio
debpalash/VoiceStudio☆ 77.9KUpdated Oct 19, 2026
Create or improve Claude skills that package specialized knowledge, repeatable workflows, and tool instructions. The guide covers planning SKILL.md and supporting files, generating a starter folder, validating the structure, and packaging the result as a distributable ZIP.
- Turning recurring tasks into a reusable skill
- Packaging company knowledge and procedures for Claude
- Improving an existing skill after practical use
ComposioHQ/awesome-claude-skills☆ 77.5KUpdated Sep 18, 2026
Help design quorum management for distributed systems, where multiple nodes must agree on decisions. Covers adapting participation thresholds and voting weights to network conditions, performance, and failures, plus membership changes, validation, and rollback.
- Review quorum requirements under changing network conditions
- Plan node additions, removals, and failure handling
- Design weighted voting based on node capabilities
ruvnet/ruflo☆ 77.4KUpdated Oct 19, 2026
Organize complex work across specialized agents with claude-flow. Start and stop agents, check their status and metrics, and manage groups by role, using shared memory to coordinate tasks such as development, reviews, and security checks.
- Assign bug fixes across research, coding, and testing agents
- Coordinate agents for feature development and review
- Organize specialists for security checks
ruvnet/ruflo☆ 77.4KUpdated Oct 19, 2026
Compare ruflo and HAL systems for running the GAIA benchmark, an AI evaluation. Examine differences in code execution, browsing, file handling, memory, and model selection to prioritize improvements by expected impact and effort.
- Plan the next round of GAIA improvements
- Compare code execution and browser capabilities
- Weigh improvement priorities against implementation effort
ruvnet/ruflo☆ 77.4KUpdated Oct 19, 2026
Create a custom offline page and configure a service worker, a browser background script, to cache it in advance. Show it when page navigation fails, and review resource dependencies and fallback conditions.
- Add an offline page to a PWA
- Guide users during connection loss
- Review offline page caching
thedaviddias/Front-End-Checklist☆ 74.5KUpdated Oct 6, 2026
Update main OpenSpec specifications from a change's delta specs, which describe specification changes. The skill merges requirement additions, edits, removals, and renames while preserving unrelated content, validates the results, and leaves the change active.
- Update specifications while keeping a change active
- Merge new scenarios into existing requirements
- Sync only selected specification files
Fission-AI/OpenSpec☆ 72.5KUpdated Oct 19, 2026
Review a reusable Agent Skill package before implementation. Validate its identity fields, separate instructions from external capabilities and execution timing, and receive a validation report with a minimal set of building blocks and reasons for each choice.
- Reviewing a workflow before turning it into a reusable skill
- Checking SKILL.md identity fields
- Choosing instructions, scripts, or delegation
rohitg00/ai-engineering-from-scratch☆ 71.5KUpdated Oct 19, 2026
Discover what a paired phone or wearable currently supports, then run the requested device, app, camera, media, or smart-home action. Check each device's published capabilities and permissions, and report the actual outcome or any execution errors.
- Check which actions a paired device supports
- Run supported device controls or app actions
- Use available camera or media actions
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Prepare and privately submit feedback to the Muse team after user approval. It covers missing connections, feature requests, recurring failures, and praise, and helps users view or withdraw reports they have already filed.
- Request a connection to an unsupported service
- Report a recurring failure
- View or withdraw previous feedback
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Answer questions about an agent's capabilities, memory, connected services, rules, and previous work by inspecting its actual files and workspace. Distinguish observed facts from inference and explain when evidence is missing, outdated, or incomplete.
- Check what the agent can do for an active project
- Review what the agent remembers about the user
- Confirm connected services and operating rules
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Start video and animation work by matching the request and project state to an appropriate HyperFrames workflow. It coordinates new productions, edits, captions, previews, validation, and rendering, using HTML files to define the video.
- Create a product video from a website or brief
- Add captions or graphic overlays to existing footage
- Resume editing an existing HyperFrames project
heygen-com/hyperframes☆ 67.9KUpdated Oct 19, 2026
Review which actions are available in each of four Remotion Studio modes. Use these distinctions when implementing or checking interface controls, so actions that depend on a server are hidden or disabled where the mode cannot support them.
- Check mode support before adding a Studio action
- Review controls in a deployed Studio
- Check behavior after the preview server disconnects
remotion-dev/remotion☆ 65.4KUpdated Oct 19, 2026
Extract text and its page coordinates locally from PDFs, Office documents, and images. Use OCR to read scans, export structured JSON or Markdown, process document folders, and render pages as PNG images for agents that analyze visual content.
- Extracting text from scanned PDFs and images
- Preparing document text and coordinates for retrieval-based AI answers
- Batch-processing folders of research papers
K-Dense-AI/scientific-agent-skills☆ 53KUpdated Oct 19, 2026