注释
代码注释与标注
paper-discovery
Bugliiiiii
Find, verify, and curate academic papers from scholarly metadata sources. Use when discovering literature, finding SCI/SSCI journal papers for a topic, restricting results by year/journal/ISSN, collecting DOI-backed citations, comparing relevance, producing a curated bibliography, or exporting to Zotero / BibTeX / RIS / CSL-JSON for a manuscript, review, related-work section, or research plan.
github-issues
ariffazil
"Create, triage, label, assign GitHub issues via gh or REST."
lombok-patterns
emvnuel
Lombok annotations and best practices for Java 21+ projects. Use when reducing boilerplate, configuring builders, or choosing between Lombok and Records.
mapstruct-patterns
emvnuel
Constructor-based MapStruct mapping for compile-time safety in Jakarta EE. Use when implementing DTO mapping or using @Default annotations.
tekion-approval-notes-on-ro-pdf
joecastelino
How to get RO approval information / approval notes (additional warranty hours approvals, warranty job approvals, recommendation approvals) to print on a Tekion RO / invoice PDF. Covers the prerequisite Service Settings + support ticket, the PDF Configurator toggle, and where the live UI differs from the KB article. Use when Joe or a store asks "how do I get the approval notes on the RO PDF" or "approvals aren't printing on the warranty invoice".
agent-notion
shhac
Notion CLI for humans and LLMs. Use when: - Searching Notion pages or databases by title - Querying database rows with filters and sorts - Reading page properties and content (as markdown or structured blocks) - Creating, updating, or archiving pages - Reading or appending block content (markdown or JSON blocks) - Listing or adding comments on pages (page-level or inline on specific text) - Exporting pages or entire workspaces as markdown/HTML - Finding backlinks (pages that link to a given page) - Viewing version history snapshots of a page - Checking recent workspace or page activity - Chatting with Notion AI (send messages, list threads, stream responses) - Listing available Notion AI models - Managing Notion OAuth, integration token, or desktop session auth Triggers: "notion page", "notion database", "notion search", "query notion", "notion block", "notion comment", "notion auth", "notion content", "search notion", "create notion page", "notion workspace", "notion export", "notion backlinks", "notion history", "notion activity", "inline comment", "version history", "page activity", "notion ai", "ai chat", "notion chat", "ai model"
rest-api-design
emvnuel
REST API design patterns and MicroProfile OpenAPI documentation. Use when designing endpoints, choosing HTTP methods, status codes, or documenting APIs with OpenAPI annotations.
fullsolve
sequant-io
"Complete issue resolution with integrated quality loops - spec → exec → test → qa with auto-fix iterations"
cria-grappling-motion-lab
ringuemkt-rgb
Use for CRIA DO TATAME grappling motion capture, video corpus intake, pose/contact reconstruction, biomechanical annotation, motion-reference production, dataset QA and handoff into Grappling Runtime and Sprite Forge. Rights, source provenance and expert review are fail-closed.
writing-style
timmo001
Write commit messages, PR and issue text, docs (README), code comments, and user-facing strings (notifications, UI labels, toasts, error messages) in the project owner's voice: concise, human, UK English, no em-dashes, no robotic or marketing tone. Use when writing, editing, or reviewing these, including requests to make writing sound natural or remove jargon. Keep the meaning and follow the repo's established writing style.
ns-principle-explain-the-number
noahdgrant
"Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think."
receiving-code-review
ayeo-io
"Answering review comments: check each against the code, push back with reasons, record the outcome."
Omega Critique
SpiralCloudOmega
LLM Council peer review system — anonymous 3-stage review, scoring rubrics, quorum consensus, signal-to-noise filtering, structured findings, pattern detection, and git diff integration for code, architecture, and security audits.
code-review-expert
coreindustries
"Expert code review of current git changes with a senior engineer lens: SOLID, security, performance, error handling, boundary conditions."
language-maturity
radra23
Per-language OTel signal maturity matrix (Stable / Beta / Development) and feature-gating rules. Use before generating OTel SDK code to gate signals by maturity and the --experimental flag.
ns-contract
noahdgrant
The nightshift contract that every ns phase skill follows. It covers the docs/agents files, units, worktrees, the .ns artifacts and their frontmatter, gates and gate policy, and evidence. Read it when a phase skill points here.
tpm-spec-trace-ids
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.
sql-analysis
spjoshis
Master SQL for data analysis with complex queries, joins, aggregations, window functions, and query optimization.
ns-no-comments
noahdgrant
Strip comments and lint/type suppressions from a diff with the Comment Sicko persona, fix accepted MUST KILLs at the root cause, and encode constraint comments as types, assertions, tests or lints. Use when cleaning comments out of a change, when a review flags comments or suppressions, or before shipping.
to-questionnaire
timmo001
Turn a decision the user cannot answer alone into a channel-aware questionnaire draft for one other person. Use when missing knowledge belongs to a colleague, maintainer, or domain expert and the user needs questions for GitHub, Slack, Discord, or a document.
docx
CMSForNerd
"Handles professional Word document (.docx) creation, redlining, tracked changes, comment extraction, and Pandoc Markdown conversion."
crash-rca
tycenjmccann
Root-cause analysis for crashed/dead pipeline agent runs. Use when a WATCH-mode stuck run shows dead agent sessions (agent.started with no completion, multiple session ids on one ticket, or a retry that was itself preceded by silent deaths). Produces a formal RCA and files a bug that auto-fires the bug-fix pipeline when the crash looks systemic.
setup-pstack-opencode
simpsonm09-org
Configure PStack subagent profiles for OpenCode without using Claude model sheets or unsupported instructions settings
jbot-review-de-slop
pgup-ai
Run a deletion-biased cleanup pass on jbot-review changes. Use when asked to de-slop a branch, remove AI-generated-looking code, reduce over-engineering, or perform a hostile cleanup before pushing, opening, or updating a PR.