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SkillsMP has collected 606 skills from merceralex397-collab/meta-skill-engineering. Open a skill to review its source and details.
merceralex397-collab/meta-skill-engineeringShowing 40 of 606 collected skills.
Extract text, tables, and metadata from text-native PDFs using pdfplumber, PyMuPDF (fitz), tabula-py, or camelot with layout-aware parsing and coordinate-based region selection. Use when pulling structured content from PDFs, extracting specific tables, or…
Create PDF documents from data using ReportLab, WeasyPrint, wkhtmltopdf, or Puppeteer — design layouts, apply templates, insert tables and charts, handle pagination, and produce print-ready output. Use when generating invoices, reports, certificates, or any…
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…
Plan a multi-stop tour route with waypoint optimization, drive/walk time estimation, and POI discovery along the route using OSM data. Covers geocoding, nearest-neighbor and TSP-based ordering, time/distance matrix calculation, and itinerary generation with…
Load a repository's source-of-truth documents in a deterministic order before planning, editing, or reviewing. Use when starting work in an unfamiliar repo, resuming a session, or when the user asks for a repo-aware plan, fix, or review and the authoritative…
Evaluates real estate investment opportunities through comparable sales analysis, financial modeling (cap rate, cash-on-cash, GRM), area profiling, and due diligence checklists. Trigger: "evaluate this property", "run comps", "rental yield", "cap rate…
Screen a proposed trademark for conflicts and distinctiveness before filing. Covers trademark database searches (TMview, WIPO Global Brand Database, USPTO TESS), distinctiveness analysis using the Abercrombie spectrum, likelihood of confusion assessment using…
Search for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive publications, and standard-essential patents. Use when evaluating whether an invention…
Set up a WSL2 development environment on Windows including shell configuration, essential tools, Git, SSH keys, Node.js, Python, and cross-platform path management. Use when setting up a new Windows machine for development, configuring WSL2 for the first…
Read-only shell diagnostics to verify environment state, tool versions, ports, processes, and system resources. Trigger — "check environment", "verify tool versions", "what's running on port", "inspect system state", "check disk space", "diagnose environment…
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.
Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI (`scripts/sora.py`), including requests like \u201cgenerate AI video,\u201d \u201cSora,\u201d \u201cvideo remix,\u201d…
Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for…
Enforce structured output from LLMs using JSON schema constraints, Pydantic model binding, function calling extraction, and retry/repair loops for malformed responses. Use when an LLM must produce typed JSON, fill a schema, or return structured data that…
Trigger — "delegate research to a sub-agent", "have an agent look this up", "split the research across agents", "gather evidence from multiple sources", "research question decomposition". Skip — task is a single lookup that takes one tool call; task mutates…
Trigger — "run multiple agents in parallel on this", "scatter-gather across files", "map-reduce the codebase", "fan out agents", "coordinate a swarm", "blackboard pattern". Skip — only one agent is needed; task is sequential with hard data dependencies…
Debug processes with strace, ltrace, gdb, and /proc inspection. Use when tracing syscalls, debugging a hanging process, inspecting /proc for fd leaks, or attaching gdb to a running process. Do not use for app-level logging (prefer observability tools) or…
Diagnose and fix common 3D printing failures through systematic symptom analysis. Covers adhesion, stringing, layer shifts, warping, and under/over-extrusion issues. Use when a print fails during the first layer or partway through, finished prints have…
Build terminal user interfaces across languages using TUI frameworks. Use when building a TUI in Python (Textual/Rich), Rust (Ratatui), or evaluating TUI frameworks for a project. Do not use for Go TUIs (prefer bubbletea-go) or simple CLI flag parsing (prefer…
Write clear, comprehensive technical documentation. Use when creating specs, architecture docs, runbooks, or API documentation. Handles technical specifications, system design docs, operational guides, and developer documentation with industry best practices.
Find external skills from public registries, GitHub repos, and official skill collections, then evaluate them for quality, licensing, and fitness for adoption. Use when looking for existing skills before building from scratch, evaluating external skill…
Install a skill package into the local agent client from a GitHub repository, local folder, or archive. Use when the user says "install this skill", "add skill from GitHub", or "list available skills". Do not use for creating new skills (use skill-creator),…
Orchestrate multi-skill pipelines through the CLI. Use when "run the creation pipeline", "execute the improvement workflow", "resume my pipeline", or when chaining multiple skills with decision points. Supports Creation, Improvement, and Library Management…
Bundle one or more completed skill folders into versioned distributable archives with manifests, integrity checksums, and client-specific overlays. Use when a user says "package this skill", "bundle for distribution", "prepare a versioned release", "generate…
Audit and record origin, authorship, evidence basis, license, and trust level for a skill. Use when someone asks "where did this skill come from?", "audit this skill's origin", "document provenance", or when evaluating external skills for adoption or…
Adapt an existing skill to a different repository, stack, team, or project context while preserving the core pattern. Use when asked to "port this skill to Python/Vue/pnpm", "customize this library skill for our project", or "localize this skill for a…
Audit a SKILL.md for structural anti-patterns that reduce routing accuracy, output quality, or maintainability. Use when a user says "check this skill for anti-patterns", "what's wrong with this skill", or "audit this skill before promotion". Also use for…
Compare skill variants head-to-head using pass rate, routing accuracy, and usefulness score to pick a winner. Use when choosing between two skill versions ("which is better?", "did the refinement help?", "benchmark these variants"), measuring whether a change…
Audit a skill library for duplicates, category drift, and discoverability gaps; verify naming conventions, cross-references between SKILL.md files, and description quality across skill directories. Use when: "audit the skill library", "clean up overlapping…
Create new agent skills from scratch and iteratively improve them through test-review-improve cycles. Use this for "create a skill for X", "write a skill that handles Y", "I need a new skill to do Z", "turn this workflow into a skill", or when a repeated task…
Evaluate whether a single skill routes correctly and produces better output than a no-skill baseline — measuring positive trigger rate, negative rejection rate, and output win rate. Use when someone says "is this skill working?", "validate before promoting",…
Improve an existing skill package — tighten routing, sharpen procedure, add or prune support layers, upgrade packaging. Use when the user says "improve this skill", "this skill is weak/vague/bloated", "harden this SKILL.md", or "add evals/references to this…
Manage skill lifecycle states (draft → beta → stable → deprecated → archived) including promotion criteria, deprecation procedures, and maturity audits. Use when a user says "deprecate this skill", "promote this to stable", "retire this", "this is replaced by…
Audit a SKILL.md and its bundled scripts for safety hazards — destructive operations missing confirmation gates, excessive permissions, prompt injection vectors, scope creep, and description-behavior mismatches. Use when a user says "review this skill for…
Build trigger tests and behavior tests for a skill's evals/ directory. Use when "create tests for this skill", "set up evals", "build a test harness", a new skill needs test coverage, or a skill lacks an evals/ directory. Do not use for running existing tests…
Fix skill routing by rewriting the description and trigger boundaries so the right skill fires on the right inputs. Use when "this skill never fires", "wrong skill fired", "fix the triggers", "why isn't this skill being used?", or when a skill's description…
Split a broad skill into focused variants along stack, platform, scope, or domain axes. Use when "this skill does too much", "split this skill", "create variants for X and Y", a skill has disjoint "For X" / "For Y" sections, triggers on unrelated inputs, or…
Adapt an existing skill to a different repository, stack, team, or project context while preserving the core pattern. Use when asked to "port this skill to Python/Vue/pnpm", "customize this library skill for our project", or "localize this skill for a…
Compare skill variants head-to-head using pass rate, token usage, and win rate to pick a winner. Use when choosing between two skill versions ("which is better?", "did the refinement help?", "benchmark these variants"), measuring whether a change improved…
Create new agent skills from scratch and iteratively improve them through test-review-improve cycles. Use this for "create a skill for X", "write a skill that handles Y", "I need a new skill to do Z", "turn this workflow into a skill", or when a repeated task…