Research existing solutions before implementing a feature. Search project code, package registries, agent tools, and GitHub, then compare functionality, maintenance, licensing, and dependencies to decide whether to adopt, extend, combine, or build.
- Researching existing solutions before adding a feature
- Comparing packages before adding a dependency
- Finding tools for an external integration
affaan-m/ECC☆ 284KUpdated Oct 16, 2026
Change an existing feature that works but needs different behavior. The skill updates tests to reflect the new requirements, adjusts the implementation, and coordinates review with approval checkpoints before committing the changes.
- Changing an existing alert threshold
- Adjusting a working feature to new requirements
- Updating tests before changing behavior
affaan-m/ECC☆ 284KUpdated Oct 16, 2026
Add machine learning to an existing application through a structured workflow. The skill guides problem definition, data checks, separation from business logic, and training and evaluation of a simple initial model.
- Adding recommendations to an existing application
- Checking whether training data is ready
- Integrating a prediction model with fallback rules
affaan-m/ECC☆ 284KUpdated Oct 16, 2026
Turn existing interface code into shared design rules for colors, type, and spacing, with documented decisions and an interactive preview. Audit visual consistency across ten areas and identify specific places to improve.
- Creating shared design rules from existing code
- Auditing visual consistency before a redesign
- Reviewing pull requests that change styling
affaan-m/ECC☆ 284KUpdated Oct 16, 2026
Explore an unfamiliar codebase and turn its structure, request flow, and development conventions into a concise onboarding guide. Create or update CLAUDE.md with project-specific instructions, preserving existing guidance and identifying findings that remain uncertain.
- Understanding an unfamiliar project when joining a team
- Setting up Claude Code in an existing repository
- Creating CLAUDE.md from detected project conventions
affaan-m/ECC☆ 284KUpdated Oct 16, 2026
Create photos, illustrations, product mockups, and other bitmap images, or edit existing images by replacing backgrounds, removing objects, and making transparent cutouts. Use reference images to guide style, composition, or visual variants.
- Create a website hero image
- Explore product or packaging mockups
- Remove objects or replace an image background
openai/codex☆ 129.9KUpdated Oct 19, 2026
Helps you integrate hosted browser automation through Browser Use Cloud APIs and Python or TypeScript SDKs. Reference guides cover authentication, sessions, saved browser profiles, live views, and connections to existing agents or workflow services.
- Add cloud browser tasks to an app
- Give an existing agent browser access
- Manage login sessions and browser profiles
browser-use/browser-use☆ 118.5KUpdated Oct 18, 2026
Develop and fix code by first writing a failing test, then making it pass and improving the implementation. The skill follows the project's testing tools and checks both the intended behavior and existing functionality.
- Implement new logic with tests written first
- Reproduce a reported bug before fixing it
- Check existing behavior when changing code
addyosmani/agent-skills☆ 108.6KUpdated Oct 14, 2026
Review Paperclip interface changes using Storybook, a catalog of component examples, alongside production source and existing browser tests. Report rendering, interaction, visual comparison, and production evidence separately, making simulated behavior and untested areas clear.
- Reviewing component behavior after a feature change
- Checking error, retry, permission, and mobile states
- Verifying Storybook navigation and existing links
paperclipai/paperclip☆ 104.7KUpdated Oct 19, 2026
Verify Paperclip through real browser or command-line journeys across source checkouts, published npm installations, or existing hosted environments. Record the exact version, platform, starting data, observed behavior, and supporting evidence for each tested journey.
- Checking first-time installation and onboarding
- Verifying features with fresh or existing data
- Testing a specific published npm version
paperclipai/paperclip☆ 104.7KUpdated Oct 19, 2026
Delegate work to an existing Paperclip agent by selecting a suitable assignee and creating a task with clear objectives, constraints, and deliverables. Receive a lasting task reference and check progress after the conversation ends.
- Assign requested work to an existing agent
- Create tasks with clear constraints and deliverables
- Keep a task link for follow-up after the conversation
paperclipai/paperclip☆ 104.7KUpdated Oct 19, 2026
Prepare and submit requests to add agents in Paperclip. Check hiring permissions, compare existing configurations, and define the role, instructions, reporting line, and runtime settings, then handle approval and follow-up for linked tasks.
- Requesting a new agent for a specific role
- Matching a new agent to existing team settings
- Drafting role instructions and runtime settings
paperclipai/paperclip☆ 104.7KUpdated Oct 19, 2026
Design new web pages, review existing interfaces, or analyze references from URLs and screenshots. The skill guides page structure, colors, typography, and interaction states while respecting an existing project's design system and implementation boundaries.
- Designing a new landing page
- Prioritizing improvements to an existing interface
- Analyzing a reference page or screenshot
nexu-io/open-design☆ 102.5KUpdated Oct 19, 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☆ 102.5KUpdated Oct 19, 2026
Organize a GitHub issue backlog by shared root cause, with one main tracking issue and design document per group. Route new reports into existing plans and prepare pull requests that address related bugs together with regression checks.
- Consolidating bug reports that share a root cause
- Turning an issue backlog into a repair roadmap
- Routing new bugs into existing plans
thedotmack/claude-mem☆ 101.8KUpdated Oct 19, 2026
Extract business areas, workflows, and process steps from a codebase and display them as an interactive horizontal flow graph. Use an existing knowledge graph, a map of project components, or run a lightweight scan of project files.
- Understanding business workflows from code
- Mapping business areas and process steps
- Creating a business view from an existing knowledge graph
Egonex-AI/Understand-Anything☆ 87KUpdated Oct 12, 2026
Review existing DeerFlow skill packages for publication readiness, activation rules, safety boundaries, supporting files, and evaluation evidence. Receive concrete findings and suggested replacement text, with a clear distinction between inspection results and verified runtime behavior.
- Assessing whether a skill is ready to publish
- Investigating unwanted or missed skill activation
- Reviewing supporting scripts and safety boundaries
bytedance/deer-flow☆ 84.2KUpdated Oct 19, 2026
Plan the conversion of existing Claude Flow commands into specialized agents. Map each command to responsibilities, permitted tools, and activation rules, then outline interaction testing and a gradual rollout that keeps existing commands available during the transition.
- Mapping existing commands to specialized agents
- Defining agent tool permissions and activation rules
- Planning a gradual migration with backward compatibility
ruvnet/ruflo☆ 77.1KUpdated Oct 19, 2026
Create TypeScript scaffolding for a domain aggregate, a group of objects governed by shared business rules. Generate its main entity, value objects, repository interface, domain events, and unit test stubs inside an existing context.
- Adding an aggregate to an existing domain context
- Modeling a business concept with rules to enforce
- Creating entity, repository, event, and test scaffolding
ruvnet/ruflo☆ 77.1KUpdated Oct 19, 2026
Revise an existing OpenSpec change plan and reconcile related planning documents. Incorporate new decisions, identify contradictions or gaps, and apply proposed document edits after confirmation, while leaving implementation code untouched.
- Incorporating new decisions into an existing change plan
- Checking planning documents for contradictions
- Reconciling related documents after an edit
Fission-AI/OpenSpec☆ 72.4KUpdated Oct 19, 2026
Find and read files in ChatGPT Library, save new deliverables, and update existing files while preserving their identity and version history. Organize folders, restore earlier versions, and manage sharing for Library files and folders.
- Find a Library file by name or content
- Summarize or compare saved documents
- Save a deliverable or update an existing file
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Find flights that fit a trip’s schedule and compare complete costs, baggage, seats, and fare conditions. Check existing bookings and help with authorized reservations, changes, and check-in, then return confirmations or boarding passes after verifying the result.
- Compare flights that arrive in time for a wedding or meeting
- Find a return flight after a conference
- Review an existing booking and arrange authorized changes
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Set up a new project's dedicated folder and conventional file layout when its location remains unresolved. Respect limits on inspecting existing files and create the smallest runnable structure needed for the requested product.
- Start a new project without a settled location
- Set up a project without inspecting existing files
- Keep project files out of a general-purpose folder
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Update existing ChatGPT Pages or a Space using new meetings and source material. The skill reconciles plans, tasks, and reference information, combines duplicates, preserves human edits and dated records, and reports changes and coverage gaps.
- Update a launch plan after a meeting
- Reconcile task progress with supporting evidence
- Combine duplicate information in existing Pages
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026