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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.
Add PUT workflow annotations to source files using the correct language-specific comment prefix. Covers annotation syntax, skeleton generation via put_generate(), multiline annotations, .internal variables, and validation. Supports 30+ languages with…
Conduct temperament-based health assessment from Hildegard von Bingen's Causae et Curae. Evaluates the four temperaments (sanguine, choleric, melancholic, phlegmatic), elemental correspondences (air, fire, earth, water), and provides dietary and lifestyle…
Evaluate current trail conditions including weather, snow line, river crossings, exposure, and trail maintenance status for safety decision-making. Produces a GREEN/YELLOW/RED safety rating with actionable go/no-go recommendations. Use the day before or…
Foundation obedience training for dogs — sit, stay, come, heel, and down using positive reinforcement and marker training. Covers timing, reward hierarchy, session structure, distraction proofing, and common handler errors. Use when a new puppy (8+ weeks) is…
Address unwanted dog behaviors through desensitization, counter-conditioning, and management. Covers reactivity (to dogs, people, sounds), separation anxiety, resource guarding, excessive barking, and leash pulling using force-free methods with systematic…
Build terminal UIs in Go with Bubble Tea's Elm-architecture pattern. Use when creating interactive Go TUI apps, implementing Model-Update-View loops, composing Bubble Tea components, or integrating Lip Gloss styling. Do not use for non-Go TUIs (prefer…
Build a plugin or adapter for a CLI tool using the abstract base class pattern. Covers defining the contract (static fields, required methods), choosing an installation strategy (symlink, copy, append-to-file), implementing detection, install/uninstall with…
Build a feature store using Feast for centralized feature management, configure offline and online stores for batch and real-time serving, define feature views with transformations, and implement point-in-time correct joins for ML pipelines. Use when managing…
Evaluates business ideas using Lean Canvas, unit economics, moat analysis, and structured risk assessment to produce a Go/No-Go recommendation. Trigger phrases: "evaluate this business idea", "is this idea viable", "should I build this", "business model…
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work…
Manage Rust Cargo.lock files, dependency auditing, version pinning, and supply-chain security. Trigger: 'audit Cargo dependencies', 'update Cargo.lock', 'check for vulnerable crates', 'manage Rust dependencies', 'cargo deny', 'cargo audit', 'dependency tree…
Catalog and classify materials using standard library systems. Covers descriptive cataloging, subject headings, call number assignment using Dewey Decimal and Library of Congress Classification, MARC record basics, shelf organization, and authority control…
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or…
Generate and verify a hiking gear checklist optimized for season, duration, difficulty, and group size with weight management. Covers the ten essentials, layering systems, navigation tools, emergency kit, and group gear distribution. Use when preparing for a…
Build Go CLI tools with Cobra commands, Viper config, and structured output. Use when creating a new Go CLI binary, adding subcommands with Cobra, loading config with Viper, or implementing --json/--quiet output modes. Do not use for interactive TUIs (prefer…
Build Python CLI tools with Click or Typer, argument validation, and rich output. Use when creating a Python CLI app, adding Click/Typer commands, implementing --verbose/--json flags, or packaging with setuptools entry_points. Do not use for Go CLIs (prefer…
Configure and deploy on the Cloudflare platform — set up Workers, Pages, D1 databases, R2 storage, KV namespaces, DNS records, WAF rules, and caching policies via wrangler or the dashboard. Use when deploying to Cloudflare, configuring DNS/CDN, or managing…
Write and optimize Cloudflare Workers — implement fetch handlers, Durable Objects for stateful logic, service bindings, KV/R2 data access, scheduled/cron triggers, and middleware patterns with wrangler dev/deploy. Use when writing Worker code, debugging…
Write Cobra command definitions, persistent flags, argument validators, and completion functions. Use when adding or refactoring Cobra subcommands, wiring PersistentPreRunE chains, defining custom ValidArgsFunction, or fixing command hierarchy issues. Do not…
Trigger — "sync agents before merging", "add checkpoint between stages", "resolve merge conflict between agents", "fan-out fan-in pattern", "reconcile parallel agent work", "pause agents to align". Skip — when only one agent is running, when the task has no…
Performs structured competitive analysis using SWOT, Porter's Five Forces, feature comparison matrices, pricing teardowns, UX audits, and technical stack identification. Trigger: "analyze this competitor", "competitor comparison", "competitive analysis",…
Compose or analyze sacred music in Hildegard von Bingen's distinctive modal style. Covers modal selection, melodic contour (wide-range melodies), text-setting (syllabic and melismatic), neumatic notation, and liturgical context for antiphons, sequences, and…
Place config, data, cache, and state files in XDG-compliant paths with proper defaults. Use when choosing where to store config/data/cache files, implementing XDG Base Directory lookup, migrating from dotfiles to XDG paths, or adding --config flag overrides.…
Thoroughness and diligence in execution — systematic checking, completeness verification, follow-through on commitments, and the discipline of finishing well. Maps the personality trait of conscientiousness to AI task execution: not cutting corners, verifying…
Perform a ruler-and-compass construction with step-by-step justification for each operation, producing a constructible geometric figure from given elements. Covers classical Euclidean constructions including perpendicular bisectors, angle bisectors, parallel…
Manages context window budgets, loading strategies, and compaction techniques for AI-assisted coding sessions. Trigger on 'context window', 'what to load', 'context management', 'context overflow', 'token budget'. DO NOT USE for loading specific project docs…
Manage LLM context windows — token budgeting, message pruning, and context compression. Use when hitting context length limits, implementing token counting, designing message truncation strategies, or optimizing prompt templates for token efficiency. Do not…
Compress a large working context into a durable, restart-friendly summary that preserves active objective, decisions, changed surfaces, blockers, and next steps. Use when a session is long, handoff is needed, or the context window is getting noisy and a…
Write a CONTINUE_HERE.md file capturing current session state so a fresh Claude Code session can pick up where this one left off. Covers assessing recent work, structuring the continuation file, and optionally configuring a SessionStart hook for automatic…
Detects logical contradictions, incompatible expectations, and conflicting statements across specs, tickets, and docs. Trigger — "find contradictions", "check for conflicts", "are these specs consistent", "do these docs agree". Skip when reviewing code…
AI internal coordination using stigmergic signals — managing information freshness in context and memory, decay rates for assumption staleness, and emergent coherent behavior from simple local protocols. Use during complex tasks where multiple sub-tasks must…
Apply collective intelligence coordination patterns — stigmergy, local rules, and quorum sensing — to organize distributed systems, teams, or workflows without centralized control. Covers signal design, agent autonomy boundaries, emergent behavior…
Monitor and reduce cloud spending — set up cost allocation tags, configure budget alerts, right-size compute instances, evaluate reserved vs spot pricing, detect idle resources, and build cost dashboards. Use when analyzing cloud bills, setting up cost…
Compose 2D graphics programmatically using SVG generation, diagram layout algorithms, image compositing, and batch processing workflows. Use when generating diagrams, flowcharts, or infographics programmatically, creating reproducible scientific figures,…
Create a new agent definition file following the agent-almanac agent template and registry conventions. Covers persona design, tool selection, skill assignment, model choice, frontmatter schema, required sections, registry integration, and discovery symlink…
Create a new SKILL.md file following the Agent Skills open standard (agentskills.io). Covers frontmatter schema, section structure, writing effective procedures with Expected/On failure pairs, validation checklists, cross-referencing, and registry…
Write shell scripts that work on Linux, macOS, and Windows (Git Bash/WSL). Use when a script must run on multiple OSes, replacing platform-specific commands with portable alternatives, or writing Makefile recipes that work cross-platform. Do not use for…
Generate well-formed CSV files with correct encoding, delimiter selection, field escaping, consistent headers, and streaming for large datasets. Use when producing CSV output, converting data to CSV format, fixing CSV encoding issues, or validating CSV…
Build and maintain a library collection through acquisitions, weeding (deaccessioning), collection assessment, reader advisory, and interlibrary loan coordination. Covers selection criteria, collection development policies, the CREW/MUSTIE method for weeding,…
Tailors CVs and cover letters to specific job postings using STAR-method bullets, ATS-optimized formatting, and keyword-matched content. Trigger phrases: "write my CV", "update my resume", "cover letter for", "tailor my CV to", "help me apply for", "rewrite…