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Code comments and annotations

Showing 409-432 of 686 skills
troykelly

issue-lifecycle

by troykelly

Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end

Code Review 10 6mo ago
libdebug

libdestruct Skills

by libdebug

libdestruct integrates with libdebug for live process memory inspection. The debugger's memory view can be passed directly to inflater.

Comments 8 3mo ago
hxk622

gene-database

by hxk622

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

API Dev 8 6mo ago
hxk622

anndata

by hxk622

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

Comments 8 6mo ago
peth-eth

refactor

by peth-eth

Maintenance-day runner — deletes dead weight (legacy, deprecated, AI slop, stubs, bad comments), then runs jscpd, knip/vulture, madge (circular deps), ESLint/Biome/ruff, fixes weak types properly (research + replace), removes unjustified try/catch, consolidates shared types, and scans for structural issues. Language-agnostic. Use when paying down tech debt or doing periodic cleanup.

Comments 8 3mo ago
andrueandersoncs

Schema

by andrueandersoncs

This skill should be used when the user asks about "Effect Schema", "Schema.Struct", "Schema.decodeUnknown", "data validation", "parsing", "Schema.transform", "Schema filters", "Schema annotations", "JSON Schema", "Schema.Class", "Schema branded types", "encoding", "decoding", "Schema.parseJson", or needs to understand how Effect handles data validation and transformation.

Comments 8 5mo ago
rohunvora

quick-view

by rohunvora

Generate minimal HTML pages to review Claude Code output in a browser. Use when terminal output is hard to read, when reviewing lists/tables/drafts, or when user says "show me", "make this reviewable", "quick view", or "open as webpage". Produces unstyled semantic HTML only. For granular feedback with inline comments, see the comment-mode skill.

Code Gen 20 6mo ago
rohunvora

comment-mode

by rohunvora

Granular feedback on drafts without rewriting. Generates highlighted HTML with click-to-reveal inline comments. Use when user says "comment on this", "leave comments on", "give feedback on", or asks for feedback on a draft. Supports multiple lenses—editor feedback, POV simulation ("as brian would react"), or focused angles ("word choice only", "weak arguments"). A granular alternative to rewrites that lets users review feedback incrementally without losing their voice.

Comments 20 6mo ago
milistu

pr-review

by milistu

Analyze and explain a pull request to help review it effectively

Code Review 7 5mo ago
milistu

conventional-comments

by milistu

Format review comments following the Conventional Comments standard. Use when writing code review comments, PR feedback, RFC reviews, peer reviews, or when the user asks for help with review comments.

Code Review 7 5mo ago
front-depiction

wide-events

by front-depiction

Conceptual guide to wide events (canonical log lines) for observability. Use when thinking about instrumentation strategy, span annotations, or designing what context to capture.

Comments 17 6mo ago
troykelly

comment-analyzer

by troykelly

Use when asked to review code comments for accuracy/quality or explicitly asked to run the comment-analyzer subagent.

Automation 10 6mo ago
troykelly

inline-documentation

by troykelly

Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code

Auth 10 6mo ago
ferueda

implement-plan

by ferueda

Implement a spec document phase-by-phase, writing robust idiomatic code that follows codebase patterns.

Code Review 2 6mo ago
vishalsachdev

canvas-feedback-template

by vishalsachdev

Generate learning science-backed feedback templates for Canvas assignments. Use when educators need feedback templates for grading, want to create rubric comments, need encouraging feedback language aligned with Pillar 3 principles (targeted, encouraging, immediate), or want to set up SpeedGrader comment libraries. Works with canvas-mcp for bulk grading.

Code Gen 2 5mo ago
k1lgor

doc-writer

by k1lgor

Use this whenever the user asks to explain code, generate documentation, write a README, or add inline comments.

Comments 2 5mo ago
mbarbieri

java

by mbarbieri

Use when writing, modifying, or reviewing Java code - applies SOLID principles, clean code practices, minimal documentation, and pragmatic abstraction to create maintainable Java applications

Comments 3 5mo ago
adibhanna

distributed-systems-patterns

by adibhanna

Apply distributed-systems, messaging, and integration patterns to architectural decisions, message contracts, runbooks, and launch decisions for event-driven, microservice, queue, broker, saga, outbox, CDC, workflow, scaling, resilience, and multi-region work. Triggers include Kafka, RabbitMQ, SQS/SNS/EventBridge, Pub/Sub, NATS, Pulsar, Temporal, Step Functions, Debezium, CloudEvents, AsyncAPI, OpenTelemetry, plus idempotency, DLQs, retries, ordering, schema evolution, replay, sharding, backpressure, circuit breaking, autoscaling, SLOs, RFCs, and ADRs. Six commands produce durable artifacts; the skill does not generate implementation code or tests.

Comments 3 2mo ago
dig1t

luau-type-expert

by dig1t

Professional Luau type-checking and clean code specialist for Roblox development. Use this skill when: - Writing or reviewing Luau code that needs proper type annotations - Fixing type errors from luau-lsp or luau-analyze - Converting untyped Lua/Luau to strictly typed code - Designing type-safe APIs, modules, or data structures - Understanding Luau type system features (generics, unions, intersections, refinements) - Optimizing code for luau-lsp compatibility - Setting up --!strict mode compliance - Creating type definitions (.d.luau files) - Debugging "Type X is not compatible with Y" errors - Writing metatables with proper type support Triggers: "type error", "type annotation", "luau types", "strict mode", "--!strict", "type checking", "luau-lsp", "type mismatch", "generic type", "union type", "type narrowing", "type refinement", "type cast", "export type", "typeof"

Code Review 3 5mo ago
ozten

tpm-spec-trace-ids

by ozten

Annotate a Spec/PRD with Feature IDs and generate a Coverage Index. Use when user wants to add spec tags to a vision document, create F-nnn identifiers, set up traceability, or initialize a PRD framework for phased development.

Code Gen 6 5mo ago
spjoshis

sql-analysis

by spjoshis

Master SQL for data analysis with complex queries, joins, aggregations, window functions, and query optimization.

Comments 6 6mo ago
ozten

tpm-roadmap-slice

by ozten

Generate a Phase Spec/PRD by extracting features from an annotated Vision PRD. Use when user wants to create quarterly phase documentation, extract requirements from vision, plan a development phase, or decompose features into R-nnnn requirements. Requires annotated Vision PRD with F-nnn tags and Coverage Index.

Code Gen 6 5mo ago
Dexploarer

comment-generator

by Dexploarer

Generate code comments and docstrings. Use when user asks to "add comments", "document this code", "explain with comments", or "add docstrings".

Comments 6 8mo ago
Dexploarer

a11y-annotation-generator

by Dexploarer

Adds accessibility annotations (ARIA labels, roles, alt text) to make web content accessible. Use when user asks to "add accessibility", "make accessible", "add aria labels", "wcag compliance", or "screen reader support".

Accessibility 6 8mo ago