Topic: llm
10,059 skills in this topic.
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fullstack-dev
Full-stack backend architecture and frontend-backend integration guide.
TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service,
building todo app, building CRUD app, building real-time app, building chat app,
Express + React, Next.js API, Node.js backend, Python backend, Go backend,
designing service layers, implementing error handling, managing config/auth,
setting up API clients, implementing auth flows, handling file uploads,
adding real-time features (SSE/WebSocket), hardening for production.
DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.
UnicomAI/wanwu 3,367
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frontend-dev
Full-stack frontend development combining premium UI design, cinematic animations,
AI-generated media assets, persuasive copywriting, and visual art. Builds complete,
visually striking web pages with real media, advanced motion, and compelling copy.
Use when: building landing pages, marketing sites, product pages, dashboards,
generating media assets (image/video/audio/music), writing conversion copy,
creating generative art, or implementing cinematic scroll animations.
UnicomAI/wanwu 3,367
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kimi-xlsx
Specialized utility for advanced manipulation, analysis, and creation of spreadsheet files, including (but not limited to) XLSX, XLSM, CSV formats. Core functionalities include formula deployment, complex formatting (including automatic currency formatting for financial tasks), data visualization, and mandatory post-processing recalculation.
UnicomAI/wanwu 3,367
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kimi-pdf
Professional PDF solution. Create PDFs using HTML+Paged.js (academic papers, reports, documents). Process existing PDFs using Python (read, extract, merge, split, fill forms). Supports KaTeX math formulas, Mermaid diagrams, three-line tables, citations, and other academic elements. Also use this skill when user explicitly requests LaTeX (.tex) or native LaTeX compilation.
UnicomAI/wanwu 3,367
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xlsx
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
UnicomAI/wanwu 3,367
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sql-best-practices
Use this skill when writing SQL queries — selects, joins, aggregations, window functions, or schema modifications. Apply whenever SQL is needed to ensure correctness, safety, and performance.
aiming-lab/MetaClaw 3,371
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agent-task-handoff
Use this skill when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions. Write a self-contained task description so the receiving agent needs no prior context.
aiming-lab/MetaClaw 3,371
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structured-logging-and-observability
Use this skill when building production services, pipelines, or automation that needs to be debugged, monitored, or audited. Add structured logs, metrics, and health checks before shipping any service.
aiming-lab/MetaClaw 3,371
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input-validation-and-sanitization
Use this skill when implementing any endpoint, form handler, CLI tool, or function that accepts external input. Validate and sanitize all untrusted data before processing — never assume input is safe.
aiming-lab/MetaClaw 3,371
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prioritize-by-impact
Use this skill when the user has a list of tasks and needs help deciding what to do first. Rank by impact and urgency — not order of mention — and surface the highest-leverage work.
aiming-lab/MetaClaw 3,371
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professional-email-drafting
Use this skill when drafting emails, Slack messages, announcements, or any external/internal communication. Apply professional structure and appropriate tone before writing any message.
aiming-lab/MetaClaw 3,371
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plan-before-multi-step-execution
Use this skill before executing a sequence of 3 or more steps, especially when steps are irreversible or depend on each other. Write out the plan and verify it before starting execution.
aiming-lab/MetaClaw 3,371
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debug-systematically
Use this skill when diagnosing a bug, unexpected behavior, test failure, or any situation where code does not behave as expected. Follow a structured debugging process instead of randomly changing code.
aiming-lab/MetaClaw 3,371
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data-validation-first
Use this skill before any data analysis, transformation, or modeling. Always inspect and validate the data before drawing conclusions or writing transformations.
aiming-lab/MetaClaw 3,371
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visualization-selection
Use this skill when creating charts, plots, or dashboards. Choose the visualization type that best communicates the data relationship before writing any plotting code.
aiming-lab/MetaClaw 3,371
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context-window-management
Use this skill in long conversations or multi-turn agentic sessions where context may be lost or the conversation is approaching token limits. Summarize, prioritize, and compact context proactively before it becomes a problem.
aiming-lab/MetaClaw 3,371
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verify-before-irreversible-action
Use this skill before taking any action that is hard to reverse — deleting files, overwriting data, sending messages, pushing to remote, modifying production systems. Always pause, state what you are about to do, and confirm before executing.
aiming-lab/MetaClaw 3,371
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codebase-navigation
Use this skill when exploring an unfamiliar codebase, tracing code paths, or answering questions about how the system works. Read before writing, and build a mental model of the architecture before making changes.
aiming-lab/MetaClaw 3,371
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uncertainty-acknowledgment
Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested. Explicitly communicate the level of confidence instead of asserting uncertain things as fact.
aiming-lab/MetaClaw 3,371
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tool-selection-strategy
Use this skill when deciding which tools to call in an agentic workflow. Always choose the minimal, most direct tool for each step and avoid redundant or speculative tool calls.
aiming-lab/MetaClaw 3,371
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auth-and-authorization-patterns
Use this skill when implementing authentication (login, token issuance) or authorization (access control, permissions). Apply whenever the task involves login flows, JWT, OAuth2, session management, or RBAC.
aiming-lab/MetaClaw 3,371
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structured-research-workflow
Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task.
aiming-lab/MetaClaw 3,371
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audience-aware-communication
Use this skill when writing any explanation, documentation, or response that will be read by someone else. Match vocabulary, depth, and format to the audience's expertise level before writing.
aiming-lab/MetaClaw 3,371
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structured-progress-update
Use this skill when summarizing progress on an ongoing project or multi-step task. Give a clear, scannable status report whenever asked for an update or at the end of a work session.
aiming-lab/MetaClaw 3,371