Comments
Code comments and annotations
explain
by 0xDarkMatter
"Deep explanation of complex code, files, or concepts. Routes to expert agents, uses structural search, generates mermaid diagrams. Triggers on: explain, deep dive, how does X work, architecture, data flow."
documentation
by LangConfig
"Expert guidance for writing clear, comprehensive documentation including READMEs, API docs, docstrings, and technical guides. Use when creating or improving documentation."
uniprot
by adaptyvbio
Access UniProt for protein sequence and annotation retrieval. Use this skill when: (1) Looking up protein sequences by accession, (2) Finding functional annotations, (3) Getting domain boundaries, (4) Finding homologs and variants, (5) Cross-referencing to PDB structures. For structure retrieval, use pdb. For sequence design, use proteinmpnn.
grafana
by cosmix
Observability visualization with Grafana and LGTM stack. Dashboard design, panel configuration, alerting, variables/templating, and data sources. USE WHEN: Creating Grafana dashboards, configuring panels and visualizations, writing LogQL/TraceQL queries, setting up Grafana data sources, configuring dashboard variables and templates, building Grafana alerts. DO NOT USE: For writing PromQL queries (use /prometheus), for alerting rule strategy (use /prometheus), for general observability architecture (use senior-software-engineer with infrastructure focus). TRIGGERS: grafana, dashboard, panel, visualization, logql, traceql, loki, tempo, mimir, data source, annotation, variable, template, row, stat, graph, table, heatmap, gauge, bar chart, pie chart, time series, logs panel, traces panel, LGTM stack.
documentation
by cosmix
Creates and maintains technical documentation including API docs, README files, architecture docs, changelogs, ADRs, and inline code comments. Handles all documentation needs from code-level docstrings to project-level guides. Trigger keywords: documentation, docs, document, README, tutorial, guide, reference, changelog, ADR, architecture decision record, docstring, JSDoc, rustdoc, pydoc, markdown, mdx, api docs, user guide, developer guide, inline comments, code comments.
related-work-writing
by lingzhi227
Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use when writing or improving the Related Work section of a paper.
budtender
by SimHacker
Cannabis-specialized bartender — strains, terpenes, edibles, rolling
codebase-documenter
by travisjneuman
This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.
pydantic-ai-tool-system
by existential-birds
Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.
review-ai-writing
by existential-birds
Detect AI-generated writing patterns in developer text — docs, docstrings, commit messages, PR descriptions, and code comments. Use when reviewing any text artifact for authenticity and clarity.
debate-practice-coach
by travisjneuman
Interactive debate and argument practice with structured feedback, counterargument generation, logical fallacy identification, and scoring rubrics. Use when preparing for debates, improving persuasion skills, or practicing argumentation.
code-review-expert
by sanyuan0704
"Expert code review of current git changes with a senior engineer lens. Detects SOLID violations, security risks, and proposes actionable improvements."
check-comments
by dykyi-roman
Analyzes PHP code for comment quality issues. Detects missing PHPDoc, outdated comments, commented-out code, opportunities for self-documenting code.
repomix
by mrgoonie
Package entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML, Markdown, plain text), preserve file structure and context, optimize for AI consumption with token counting, filter by file types and directories, add custom headers and summaries. Use when packaging codebases for AI analysis, creating repository snapshots for LLM context, analyzing third-party libraries, preparing for security audits, generating documentation context, or evaluating unfamiliar codebases.
kotlin-java-library
by alexandru
Kotlin design for Java libraries and Java consumers. Use when building Kotlin code intended for Java callers, aligning with Java interop, JVM annotations, records, and backward/binary compatibility rules.
mdpreview
by tdimino
"Catppuccin-themed live-reloading Markdown viewer with multi-tab support, margin annotations, sidebar TOC, and Chrome --app mode. This skill should be used when previewing .md files in a polished editorial reader, adding AI or human annotations to documents, or launching a collaborative document review session."
mentor
by mcouthon
"Guide through problems with questions, not answers using Socratic teaching style. Use when asked to teach, explain concepts through discovery, help learn, or guide understanding without giving direct solutions. Triggers on: 'use mentor mode', 'teach me', 'help me understand', 'guide me', 'mentor', 'I want to learn', 'explain by asking', 'Socratic', 'don't give me the answer'. Read-only mode - explores and guides but doesn't write code."
mentor
by mcouthon
"Guide through problems with questions, not answers using Socratic teaching style. Use when asked to teach, explain concepts through discovery, help learn, or guide understanding without giving direct solutions. Triggers on: 'use mentor mode', 'teach me', 'help me understand', 'guide me', 'mentor', 'I want to learn', 'explain by asking', 'Socratic', 'don't give me the answer'. Read-only mode - explores and guides but doesn't write code."
claude-code-plugins
by melodic-software
"Enforce self-describing, expressive code over changed files: a three-way comment triage that deletes zero-information comments, dissolves code-expressible comments into names and structure via behavior-preserving refactoring and then deletes them, and keeps only terse, load-bearing comments code cannot express (why, constraints, contracts). Applies edits: deletions are near-mechanical; refactors apply only behind a discovered test net, else they are proposed; 'safe' mode restricts applied edits to removals. Use when: 'dissolve comments', 'remove comments', 'strip agent comments', 'too many comments', 'make it self-documenting', 'make the code expressive', 'comments must earn their keep', after an agent wrote over-commented code. Skip when: read-only residue classification (audit-comment-residue), lane-hunting structural tidyings (tidy), windowed batch sweeps (batch-simplify), markdown noise (docs-hygiene audit-noise), adding missing why-comments (tidy #14). Never touches public-API doc comments, license headers, or machine-read directives."
accelint-ts-documentation
by gohypergiant
Audit and improve JavaScript/TypeScript documentation including JSDoc comments (@param, @returns, @template, @example), comment markers (TODO, FIXME, HACK), and code comment quality. Use when asked to 'add JSDoc', 'document this function', 'audit documentation', 'fix comments', 'add TODO/FIXME markers', or 'improve code documentation'.
moonbit-c-binding
by moonbitlang
Guide for writing MoonBit bindings to C libraries using native FFI. Use when adding extern "c" declarations, writing C stubs with moonbit.h, configuring native-stub and link.native in moon.pkg or moon.pkg.json, choosing #borrow/#owned ownership annotations, designing callback trampolines, wrapping C pointers with external objects and finalizers, converting strings across FFI, or validating bindings with AddressSanitizer.
civitai-mcp-ultimate
by timoncool
Ultimate MCP server for Civitai — search models, browse top images with prompts, download LoRAs/Checkpoints, analyze trends. Use when user asks about AI models, LoRAs, checkpoints, Stable Diffusion, Flux, image generation prompts, or Civitai.
observability
by akaszubski
"Structured logging, debugging (pdb/ipdb), profiling (cProfile/line_profiler), and performance monitoring. Use when adding logging, debugging issues, or optimizing performance. TRIGGER when: logging, debug, profiling, performance monitoring, metrics, stack trace. DO NOT TRIGGER when: feature implementation, testing, documentation, config changes."
testing-guide
by akaszubski
"GenAI-first testing with structural assertions, congruence validation, and tier-based test structure. Use when writing tests, setting up test infrastructure, or validating coverage. TRIGGER when: test, pytest, coverage, TDD, test patterns, congruence, validation. DO NOT TRIGGER when: production code implementation, documentation, config-only changes."