Code Review

remote-interview

by guia-matthieu

"Capture professional-quality remote interviews using double-ender technique and dedicated recording platforms for podcasts, media, and content production. Use when: Setting up remote podcast interviews with guests; Recording media interviews across distances; Creating customer interview content; Producing expert interviews for thought leadership; Conducting research interviews with high audio quality"

funnel-analyzer

by guia-matthieu

"Analyze conversion funnels and identify drop-offs. Use when: analyzing checkout funnel; tracking signup flow; identifying conversion blockers; optimizing user journey; visualizing funnel performance"

draft-writing

by u9401066

論文草稿的撰寫、讀取、引用管理。 LOAD THIS SKILL WHEN: 寫草稿、draft、撰寫、Introduction、Methods、Results、Discussion、引用、citation、字數、patch、編輯草稿 CAPABILITIES: write_draft, draft_section, read_draft, list_drafts, insert_citation, sync_references, count_words, get_available_citations, patch_draft

idea-validation

by u9401066

研究假說驗證與可行性評估框架。 LOAD THIS SKILL WHEN: hypothesis、假說、PICO、feasibility、可行性、testable、可驗證、研究計畫評估、check feasibility CAPABILITIES: 純指令技能，不需要專屬 MCP tool。利用 LLM 推理能力 + 現有 tools (list_saved_references, search_local_references) 完成分析。

auto-paper

by u9401066

全自動論文撰寫 + 閉環自我改進系統。 LOAD THIS SKILL WHEN: 全自動寫論文、auto write、自動撰寫、幫我寫完整篇、autopilot、從頭到尾、一鍵寫論文 CAPABILITIES: 編排所有研究 Skills + 3 層 Audit Hooks + Meta-Learning 自我改進

literature-review

by u9401066

系統性文獻搜尋、篩選、下載、整理。觸發：文獻回顧、找論文、搜尋文獻、systematic review、literature search、PubMed、找文章、搜paper、review、reference、citation、引用、參考文獻、背景調查、background。

concept-validation

by u9401066

概念驗證：確保 concept.md 達到可寫作標準。 LOAD THIS SKILL WHEN: 驗證、validate、可以開始寫了嗎、novelty 夠嗎、check concept CAPABILITIES: validate_concept, validate_concept_quick, validate_for_section

technical-specification

by leeovery

"Build validated specifications from source material through collaborative refinement. Use when: (1) User asks to create/build a specification from source material, (2) User wants to validate and refine content before planning, (3) Converting source material (discussions, research, requirements) into standalone specifications, (4) User says 'specify this' or 'create a spec', (5) Need to filter hallucinations and enrich gaps before formal planning. Creates specifications in .workflows/specification/{topic}/specification.md that can be used to build implementation plans."

session-export

by ajoslin

Update GitHub PR or GitLab MR descriptions with AI session export summaries. Use when user asks to add session summary to PR/MR, document AI assistance in PR/MR, or export conversation summary to PR/MR description.

pinescript

by ajoslin

Use when creating or reviewing TradingView Pine Script v6 indicators/strategies/libraries, applying non-repainting best practices, generating Pine Script from other languages, or running Pine Script linting.

q-presentations

by TyrealQ

Generates professional slide deck images from content with smart logo branding and video-overlay-aware layout selection. Use when user asks to "create slides", "make a presentation", "generate deck", "slide deck", or "PPT".

init-review-policy

by ajoslin

Initialize repo-scoped code review policy files under .opencode/review. Use when setting up project-specific review rules for /code-review.

start-review

by leeovery

"Start a review session from an existing plan and implementation. Discovers available plans, validates implementation exists, and invokes the technical-review skill."

q-intro

by TyrealQ

Draft or refine introduction sections for academic manuscripts using an interview-driven workflow. Use when the user needs to write or refine an introduction for research papers. Produces clear, flowing prose that establishes context, identifies gaps, frames research questions, previews methods, and articulates contributions. Follows a structured approach from phenomenon to theory to empirical contribution.

start-research

by leeovery

"Start a research exploration using the technical-research skill. For early-stage ideas, feasibility checks, and broad exploration before formal discussion."

Ai Content Qa

by omer-metin

ml-governance-guard

by Furinaaa-Cancan

"Publication-grade governance for retrospective cohort binary-classification ML (EHR/registry/case-control/cross-sectional). 33 fail-closed gates covering leakage, calibration, fairness, TRIPOD+AI/PROBAST+AI compliance. Refuses omics/imaging/text modalities via R028."

ml-leakage-guard

by Furinaaa-Cancan

"Publication-grade medical prediction workflow with strict anti-data-leakage controls, phenotype-definition safeguards, lineage-based leakage detection, split-protocol verification, class-imbalance policy validation, hyperparameter-tuning isolation checks, falsification tests, and reproducibility gates. Use when building, reviewing, or debugging disease risk or prognosis models in EHR/claims/registry data, especially when target definitions, diagnosis codes, lab criteria, medications, temporal windows, and derived features can leak target information."

geo-optimizer

by b-open-io

This skill should be used when the user asks to "audit for AI visibility", "optimize for ChatGPT", "check GEO readiness", "analyze hedge density", "generate agentfacts", "check if my site works with AI search", "test LLM crawlability", "check discovery gap", or mentions Generative Engine Optimization, AI crawlers, Perplexity discoverability, or NANDA protocol.

npm-publish

by b-open-io

This skill should be used when the user wants to publish a package to npm, bump a version, release a new version, or mentions "npm publish", "bun publish", "version bump", or "release". Handles changelog updates, git push, and npm publishing with OTP authentication.

code-quality

by samhvw8

"Code quality improvement: review, refactoring, debugging. Phases: review feedback, systematic refactoring, root cause debugging, verification. Capabilities: SOLID/DRY compliance, code smell detection, complexity reduction, bug investigation, verification gates. Actions: review, refactor, debug, verify, validate code. Keywords: code review, refactor, debug, SOLID, DRY, code smell, bug fix, root cause, verification, technical debt, extract method, test failure, completion claim. Use when: reviewing code changes, improving code quality, fixing bugs, reducing technical debt, validating before merge/commit."

Docker Manager

by pacphi

Manage VisionFlow container from within agentic-workstation via Docker API and launch.sh wrapper

research

by samhvw8

"Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation. Capabilities: technology evaluation, architecture analysis, best practices research, trade-off assessment, solution design. Actions: research, analyze, evaluate, compare, recommend technical solutions. Keywords: research, technology evaluation, best practices, architecture analysis, trade-offs, scalability, security, maintainability, YAGNI, KISS, DRY, technical analysis, solution design, competitive analysis, feasibility study. Use when: researching technologies, evaluating architectures, analyzing best practices, comparing solutions, assessing technical trade-offs, planning scalable/secure systems."

critique

by b-open-io

This skill should be used when the user asks to "show me the changes", "what did you change", "let me see the diff", "review the code", "open web preview of changes", "show me what you worked on", "compare branches", "explain what changed", or wants to view git diffs in a terminal UI, web browser, or get AI-powered code review explanations.