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Ajisai — Agent Writing Protocol (SKILL.md)

by masamoto1982

3d-cv-labeling-2026

by slurpyb

Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. Covers SAM4D/Point-SAM, human-in-the-loop architectures, and vertical-specific training strategies. Activate on '3D labeling', 'point cloud annotation', 'LiDAR labeling', 'SAM 3D', 'SAM4D', 'sensor fusion annotation', '3D bounding box', 'semantic segmentation point cloud'. NOT for 2D image labeling (use clip-aware-embeddings), general ML training (use ml-engineer), video annotation without 3D (use computer-vision-pipeline), or VLM prompt engineering (use prompt-engineer).

arinhub-submit-code-review

by arinhubcom

Use this skill to submit code review when using the "ah" prefix. Use when asked to "ah submit code review 123", or "ah submit code review to PR 123". Submit a completed code review with line-specific comments and suggestions to a GitHub PR.

Visual Storyteller

by anorbert-cmyk

Creates narrative-driven visuals to explain value and increase conversion, optimizing for clarity and trust.

code-review

by olivoil

Review a PR and post findings as inline comments to GitHub. Shows all feedback for approval before posting.

sofa-v3

by blinds123

Builds a complete DTC landing page using mechanism-first angle discovery, 4-specialist council copy, ENGAGE/FIBS/3-Secrets frameworks, vault-anchored writing, and the real anchor-template build system.

academic-orchestrator

by ShijianRuan

Multi-phase academic research and writing orchestrator. Chains deep-research, academic-researcher, medical-imaging-review, citation-management, latex-paper-en, fact-check, and peer-review into a single quality-gated pipeline. Use when the user wants to produce a full academic paper, survey, or literature review with verified claims, proper citations, and submission-ready output. Triggers on: "write a paper", "produce a survey", "academic review", "write a review paper", "publishable review", "systematic review with verification", or explicit requests to use the orchestrator.

ask-shuff

by patrickshuff

Ask Patrick Shuff a question and get a response in his voice, drawing on his philosophy and perspectives on technology, startups, and engineering

explain-code

by avallarino-ar

Explains code with visual diagrams and analogies. Use when explaining how code works, teaching about a codebase, or when the user asks "how does this work?"

email-swipe-file

by imsurajj

100+ annotated real-world email templates for startups and developers. Use when the user asks to write cold emails, onboarding sequences, sales follow-ups, investor updates, launch announcements, re-engagement emails, transactional emails, or any startup email copy. Includes subject line formulas and copywriting rules.

staged-spec-review

by phazei

Review one stage of a multi-stage specification against the full plan to catch forward-compatibility gaps before they compound. Use whenever the user asks for a review of a single phase, prompt, RFC section, migration step, or implementation that is part of a larger sequence — especially when they provide both the artifact under review AND the full multi-stage spec. Triggers on phrases like "review prompt N against the full spec", "check this phase against the others", "did stage 1 set up correctly for stages 2-5", "is this RFC consistent with the rest", or any request to audit a single piece of a sequenced plan with the rest of the plan as context. Use this even when the user doesn't explicitly say "staged" — if the structure is clearly sequential (prompt 1 of 5, phase A of D, migration step 2, etc.) and they're asking about one piece, this skill applies.

paperproof-protocol

by PaperProofLabs

Operate the PaperProof protocol for AI agents and developer assistants. Use when a user asks to publish, update, query, verify, inspect, or explain PaperProof artifacts, versions, comments, governance, native prompts, Agent Memory registrations, Walrus content, Sui package/object bindings, wallet readiness, or SDK-based PaperProof workflows. Prefer protocol, SDK, Sui, Walrus, and indexer interfaces over browser automation or website clicking.

ce-debug

by EveryInc

'Diagnosis loop for bugs and failing behavior. Use for errors, stack traces, regressions, failed tests, issue-tracker bugs, stuck investigations after failed fixes, or asks to debug/fix a bug.'

code-upkeep

by Sylla-BV

This skill should be used when the user asks to "update docstrings", "audit docstrings", "fix docstrings", "add docstrings", "check docstrings", "Google-style docstrings", "add field descriptions", "update tests", "audit test coverage", "generate tests", "add tests", "fix tests", "write pytest tests", "check test coverage", "missing tests", "stale tests", "test this module", "add test cases", "bring code up to date", "code upkeep", "maintain code", or wants to audit and update Python docstrings or tests.

research-refactor

by qijialiv-cell

"Research code refactoring framework for R/Stata/Python projects. Enforces safe, incremental, auditable refactoring with dependency tracking and atomic commits."

TBS Policy Hawk: Policy Evolution Analysis Skill

by PatLittle

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ocm-sdk

by andreibesleaga

How to use the ocm SDK. For access to more information, try out the ocm MCP server.

hung-yi-lee

by n840229

"Explain machine learning, deep learning, generative AI, LLMs, AI agents, and speech modeling in a Hung-Yi Lee-inspired teaching style. Use this skill when the user wants 李宏毅式教學: roadmap-first structure, intuition before math, black-box-to-mechanism explanations, everyday analogies, anticipating student confusion, practical debugging, and research-grounded context."

SKILL: harn-bitbucket-connector

by burin-labs

For SVN polling, add a poll trigger and run harn connector check . --provider svn --run-poll-tick.

perfect-landing-page

by da1z

Build high-converting landing pages with a simple 6-section framework. Use for landing page guidance.

ashare-screener

by lc132

A股每日盘前短线标的智能筛选(v6.9.28)。基于前一日收盘数据，通过 38步筛选流程（网络授时北京→GitHub持仓跟踪→节假日→极端行情→外围市场→持仓同步→做T→持仓跟踪→持仓危机→全市场API拉取→行业查表补全→pytdx历史K线→东方财富财务(已降级)→F10单股API→风险事件→拥挤度(机构持仓+融资过热)→13项硬排除→27项信号过滤→十七策略评分→行业集中度→生成HTML报告→GitHub同步→飞书推送→每周复盘），输出短线标的_YYYYMMDD.md 为Markdown格式，同时生成可视化HTML报告。当用户需要运行盘前筛选、A股短线选股、每日标的预测时使用。

python

by zhongjis

Structures Python projects, writes type-hinted code, tests with pytest, and enforces quality with ruff and mypy. Use when setting up pyproject.toml, writing tests, adding type annotations, or formatting/linting code.

viva

by jacquardlabs

Section-by-section markdown review. Human signs off on every section; agent rewrites and loops until all approved.

gemini-review-integrator

by marxbiotech

This skill should be used when the user asks to "integrate Gemini review", "merge Gemini suggestions", "add Gemini comments to PR review", "sync Gemini code assist", "combine Gemini feedback", or mentions integrating gemini-code-assist suggestions into the PR review comment. Fetches Gemini Code Assist review comments and integrates non-duplicate, non-outdated suggestions into the pr-review-and-document PR comment.