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SkillsMP has collected 55 skills from jr2804/prompts. Open a skill to review its source and details.
Showing 40 of 55 collected skills.
Create, style, export, and validate publication-quality scientific and technical figures. xy is the preferred default (matplotlib.pyplot-compatible for easy migration); matplotlib/seaborn/plotly also supported. Use when the user asks for a "publication…
Guide for creating, validating, improving, and benchmarking skills. Use when users want to create a skill from scratch, edit or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's…
Generate comprehensive database schemas with proper relations, migrations, and ORM/ODM models for PostgreSQL, MongoDB, and SQLite. Use when creating database schemas that integrate with FastAPI applications, including SQLAlchemy models for SQL databases,…
Comprehensive guide for working with SQLModel, PostgreSQL, and SQLAlchemy in FastAPI projects. Use when working with database operations in FastAPI including: (1) Defining SQLModel models and relationships, (2) Database connection and session management, (3)…
Language-agnostic behavioral guidelines to reduce common LLM coding mistakes. Use for ANY coding task (all languages) to avoid overcomplication, make surgical changes, surface assumptions before coding, and define verifiable success criteria. Applies…
Detect and eliminate generic, low-quality "AI slop" patterns in natural language, code, and design. Use when REVIEWING existing content (text, code, or visual designs) for quality issues, cleaning up generic patterns, or establishing quality standards.…
Comprehensive Python development skill covering coding standards, CLI development, linting, testing, debugging, refactoring, code review, auditing, documentation, project planning, and bulk operations. Use when writing, reviewing, refactoring, debugging, or…
Parse, convert, chunk, and analyze documents using Docling. Use this skill when the user provides a document (PDF, DOCX, PPTX, HTML, image) as a file path or URL and wants to: extract text or structured content, convert to Markdown or JSON, chunk the document…
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of…
Insert SVG images into Word .docx files. Use when the user or coding agent needs to add, embed, or update an SVG graphic inside a .docx document. Triggers include "insert SVG into docx", "embed SVG in Word document", "add vector graphic to docx", "SVG image…
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling…
Use this skill any time a .pptx file is involved — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file; editing, modifying, or updating existing presentations;…
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; create a new spreadsheet from scratch or from other data sources; or…
A detailed tool for dynamic and reflective problem-solving through thoughts that can adapt and evolve
Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.
Review existing skills and suggest improvements. Use when asked to review, audit, or improve a skill — validates against Agent Skills spec and best practices. Also triggers when drafting or creating a new skill. Run `uvx skills-ref validate` to check spec…
EOL authentication, AJAX login patterns, 3GPP portal data fetching, and session management. Use when accessing protected 3GPP portal resources that require EOL login, fetching TDoc metadata, or working with 3GPP portal APIs.
3GPP release structure, versioning, TSG rounds, and release freeze concept. Use when understanding 3GPP release numbering, TSG round schedules, or finding specifications in releases.
TS and TR numbering, spec file formats, FTP directory structure, and accessing 3GPP specifications. Use when working with 3GPP specification numbering, finding spec files, or understanding spec directory organization.
TDoc patterns, filename conventions, metadata structure, HTTP/FTP server access, and TDoc identification. Use when crawling TDocs from FTP directories, parsing TDoc metadata from portal, or validating TDoc numbers.
Working group nomenclature, tbid/SubTB identifiers, subgroup hierarchy, and TSG structure. Use when working with 3GPP working groups, parsing meeting codes, or understanding TBID mappings.
Retrieving metadata and documentation for ETSI specifications. Use when you need to find latest version, full title, publication date, download URLs, or version history for any ETSI specification (EN, ES, EG, TS, TR, SR, GS, GR, PAS). Supports parts (e.g.,…
Cross-platform operational guardrails and deterministic helper scripts for officecli OOXML edits on .docx files. Use when editing .docx with officecli raw-set, fixing tab run issues, inserting bookmarks or field codes (SEQ/REF), validating XPath targeting, or…
Bootstrap and maintain an agent-based document drafting project for any SDO. Use when starting a new standards contribution, setting up project structure (PLAN.md, AGENTS.md, directory layout), syncing metadata between PLAN.md and .docx properties, or…
MCP server integration for CytoScnPy code metrics analysis. Use when configuring CytoScnPy MCP server for AI assistants (Claude, Cursor, Copilot), setting up VS Code extension integration, or exposing code quality tools via MCP. Triggers on: mcp-cytosnpy,…
ITU-T Recommendation structure, approval processes, amendment/corrigendum procedures, and ITU-T | ISO/IEC common text conventions. Use when the agent needs to understand how ITU-T Recommendations are structured (clause order, element types, annex…
Local document memory with semantic search for AI-assisted workflows. Use when managing project documentation, codebases, or research papers that need persistent memory across sessions. Triggers on: vstash add/search/ask commands, document ingestion, semantic…
Dispatch multiple subagents in parallel when facing 2+ COMPLETELY INDEPENDENT tasks that can be worked on without shared state, sequential dependencies, or cross-task communication. Use for investigating unrelated failures (different test files, different…
Lightweight standalone code review workflow. Use for ad-hoc reviews outside structured development workflows—after completing single tasks, before merging to main, or when stuck and needing a fresh perspective. For structured multi-task development, use…
Skill family for agent-assisted software development workflows. Includes workspace isolation (git-worktrees), parallel debugging (dispatching-parallel-agents), structured multi-task development (subagent-driven-development), and lightweight code review…
Structured multi-task development workflow with integrated two-stage review (spec compliance + code quality). Use when executing implementation plans in the CURRENT session with independent tasks. Dispatches fresh subagent per task with built-in review gates.…
Create isolated git worktrees for feature development with automatic directory selection and safety verification. Use when starting feature work that needs isolation from the current workspace, or when setting up before executing implementation plans that…
Pre-write workflow to prevent semantic code duplication. Use BEFORE creating new utility functions, shared modules, or helper code to verify equivalent capabilities don't already exist in the codebase. Requires maintaining CODE_INDEX.md as a capability index…
Universal documentation standards and best practices for software projects
Change Request procedure, workflow, status tracking, CR database, and step-by-step instructions. Use when working with 3GPP Change Requests to modify specifications, understanding CR lifecycle, or querying CR status.
3GPP-specific TDoc authoring conventions: metadata schema, template substitution, revision workflow, DOCX property sync, project layout, and 3GPP style-name mapping. Use when preparing, updating, or validating 3GPP TDoc .docx files for meeting submissions.…
Meeting structure, naming conventions, quarterly plenaries, and meeting pages. Use when parsing 3GPP meeting data, understanding meeting schedules, or working with meeting metadata from 3GPP portal.
ETSI organisation overview, deliverable types, standards development lifecycle, and key roles. Use when the agent needs context about how ETSI works: Technical Committees, deliverable types (TS, ES, EN, HS, TR, EG, SR, GS), approval processes, the standards…
ETSI-specific deliverable drafting conventions: document structure, clause ordering, requirements writing (shall/should/may), figures/tables/equations, annexes, and ETSI style-name mapping. Use when preparing or editing ETSI deliverable .docx files (TS, ES,…
ITU-T contribution and TDoc submission procedures, deadlines, liaison statement format, and IPR requirements. Use when the agent needs to understand how to submit, format, or process ITU-T contributions (C-series documents), TDocs (Temporary Documents), or…