Coding & Dev Tools

twhsi Bundle

Compress answers to the highest practical information density with minimal wording while preserving essential meaning. Use when the user asks for 言簡意賅, 講重點, Concise, 精簡回答, 簡潔回答, 只講重點, 直接回答, brief, TL;DR, or otherwise requests a concise key-points response.

twhsi Bundle

Analyze Chinese notes, articles, manuscripts, and digital card-box material with FIRE 2.0: Full-D numbering, Index keyword webs, Route thinking paths, and Evolution over time. Use when Codex needs to prepare material for semantic search, turn temporary notes into permanent or project notes, build table-of-contents/index/search structures, create compact Chinese FIRE cards, or maintain this skill's original discussion thread provenance.

twhsi Bundle

Extract exactly 8 context-sensitive keywords from Chinese, English, or mixed text and turn them into a distributed weighted Graph View with no center goal node. Use when Codex needs keyword extraction, blacklist filtering, co-occurrence edges, node definitions/notes, weighted graph JSON, or an online Graph View tool for text analysis.

twhsi Bundle

Render Obsidian-style weighted graph views from book JSON, keyword indexes, TOCs, card data, or node-link data. Use when the user asks for Obsidian graph view, graph view png, weighted graph, keyword graph, directory-keyword graph, spherical graph visualization, or high-weight nodes centered with clear Chinese labels.

twhsi Bundle

Reverse weekly review for turning inbox noise, daily plans, diaries, calendars, annual plans, and long-range life plans into one happiness-and-peace-centered weekly plan. Use when the user asks for 週檢視, 反向週計劃, 8 Big Rocks, Inbox Zero weekly review, 幸福寧靜週, or wants to synthesize Todoist/inbox notes, daily diaries, calendars, yearly plans, and life plans into iMandalArt/FIRE/JSON outputs.

twhsi Bundle

Create narrow iMessage/PTT Border-Light HyperCard style nine-grid cards in Chinese or mixed Chinese-English. Use when the user says "iMessage 九宮 HyperCard", "iMessage 九宮", "做成 iMessage 九宮", "用 iMessage 九宮 HyperCard 整理", asks for a phone-readable short card with Context below, or wants Mandala/九宮/HyperCard content formatted for blue-bubble/iMessage sharing with long links, paths, and rules moved out of the card.

zengxiansheng007 Bundle

Review UI automation execution quality after Midscene exploration, Playwright verification, and Solution D evidence collection. Use for classifying business defects versus test-asset issues, generating repair plans, deciding rerun scope, and promoting stable experience into Memory or regression scripts.

zengxiansheng007 Bundle

Convert UI exploration results into deterministic Playwright verification and bounded fallback. Use when validating Midscene output, hardening recorded Playwright scripts, replacing weak locators, checking assertions, or deciding whether a UI flow can become a stable regression script.

zengxiansheng007 Bundle

Validate Claude Code feedback packets for the handoff-system loop. Use when Codex receives Claude output and must classify untraced actions, requirement drift, risk gates, validation failures, loop limits, and completion readiness.

zengxiansheng007 Bundle

Validate, bundle, and review UI-test checkpoint schema artifacts for staged exploration and reusable regression promotion. Use for stage 2.2 checkpoint packets, CP0-CP6 granularity, checkpoint evidence readiness, staleness policy, promotion gates, and checkpoint bundle validation.

roedyrustam Skill

Guidelines for maintaining code readability (Clean Code, SOLID, DRY) and system scalability (Clean Architecture, loose coupling, horizontal scaling, caching). Use whenever the user is reviewing code quality, refactoring, designing system architecture for scale, or asking about best practices for maintainability. Trigger on mentions of clean code, SOLID principles, DRY, technical debt, code smells, refactoring, horizontal scaling, or system architecture review.

roedyrustam Skill

Expert skill for Rust programming (Rust 2024 / v1.85+). Use whenever the user writes, reviews, or debugs Rust code — covering memory safety (ownership, lifetimes), async (Tokio, async closures), web backends (Axum, SQLx), CLI tools (Clap, Serde), unsafe code, performance optimization, and Cargo profiling. Trigger on any mention of Rust, Cargo, Tokio, Axum, SQLx, Clap, Serde, lifetimes, ownership, or Rust error handling. Also trigger for systems programming, WebAssembly, or high-performance service development in Rust.

roedyrustam Skill

Expert skill for Python programming (Python 3.12+). Use whenever the user writes, reviews, or debugs Python code — covering type safety (typing, Pydantic), async/await (asyncio, TaskGroups), web backends (FastAPI, SQLAlchemy, SQLModel), package management (uv, Poetry), code quality (Ruff), and testing with pytest. Trigger on any mention of Python, FastAPI, Pydantic, asyncio, uv, Poetry, SQLAlchemy, or pytest. Also trigger for data pipelines, CLI tools, or scripting tasks in Python.

wolski Skill

Single-cell analysis patterns with AnnData and Scanpy. Use when working with single-cell RNA-seq data, creating or manipulating AnnData objects, performing quality control, normalization, dimensionality reduction, clustering, or visualization of single-cell datasets.

wolski Skill

Defensive epistemology protocol for coding agents. Rationalist principles applied to code, including explicit predictions, noticing confusion, and verification before proceeding.

wolski Skill

Two bounded design principles for Python, and the part refactoring catalogues leave out: exactly where each one stops. Principle 1 — a parameter's type should name the smallest capability the function actually exercises, not the concrete class the caller happens to hold. Principle 2 — branching on what something *is* in order to decide what to *do* is a missing polymorphism. Use this skill when deciding whether an abstraction is warranted at all: should this parameter be a Protocol or ABC, should this type be split, is this if/elif chain acceptable, is `X | None` the honest signature, am I widening `list` to `Iterable` truthfully, does this validator mean the type is really several types. Use it when a reviewer asks for "less coupling" or "more abstraction" and you need to judge whether they are right, and before adding any interface, Protocol, ABC, or base class. To instead sweep an existing package for branch-based discrimination, use the polymorphism-over-discrimination skill.

wolski Bundle

This skill should be used when the user asks to "write Python code", "review Python style", "refactor Python code", "add type annotations", "write a docstring", or "check Python conventions". Also use when working with .py files, discussing Python imports, naming, formatting, or type hints — even if not explicitly requesting style guidance. Covers language rules (imports, exceptions, type annotations), style rules (naming, formatting, docstrings), modern Python features, and best practices based on Google's Python Style Guide.

wolski Bundle

Migrate organically grown Python src packages to explicit directed folder trees: parent modules compose children, children never import upward, sibling packages form an acyclic one-way graph, and each package directly depends on at most one sibling. Use this skill whenever a user asks to clean up a Python package structure or import graph, untangle upward/sideways/circular imports, split a monolith into packages, add import-linter architecture contracts, enforce folder boundaries in AGENTS.md, or transfer APB2-style import rules to another codebase.

dzhokhov Skill

Restoring Parked Context

dzhokhov Skill

Parking context

dzhokhov Bundle

Test Gates

dzhokhov Bundle

Case Forensics

dzhokhov Bundle

Release Rollback

ysyecust Skill

本番システムでの作業時や、エージェントを自律的に実行する際に破壊的な操作を防ぐためにこのスキルを使用してください。

shinpr Bundle

Investigate problem, verify findings, and derive solutions through structured diagnosis.

shinpr Bundle

Orchestrate the complete implementation lifecycle from requirements through verified repository implementation.

shinpr Bundle

Adjust an implemented UI with focused evidence, verification, and quality checks.

shinpr Bundle

Root-cause discipline, proportionate impact analysis, and implementation completeness assurance. Use when fixing bugs, reviewing code quality, refactoring, making technical decisions, or performing quality assurance.

shinpr Bundle

Selects the smallest sufficient implementation strategy and verification boundary from current requirements and repository evidence.

octanejs Skill

Work a GitHub issue in the octane repo. Use when given an issue number or link. Fetches the issue, classifies the owning area, and plans the fix.

octanejs Skill

Change Octane's runtime, compiler, scheduler, reconciler, SSR, or hydration engine. Use before editing packages/octane/src. Covers the observable contract, hot-path analysis, and the performance evidence required before handoff.

anubisrooster Bundle

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anubisrooster Skill

Investigate how code was built with AI. Reveals which conversations produced the code, why it was implemented a certain way, what alternatives were considered, and the intent behind decisions. Use when the user asks about history, evolution, or authorship of code.

anubisrooster Skill

Split current work into small reviewable PRs. Use when the user asks to split a chat, set of changes, branch, or PR.

qiusuo0226 Bundle

给项目集/组合经理用的只读 Skill。跨多个项目 ai 目录归集检索进度、风险、合同、周报。禁止写入成员项目事实源。触发：项目集、组合、跨项目、汇总周报、进度总览、人员排期、跨项目风险、门禁、P&L、合同去重、建议更新清单、挂载、健康巡检、ChronoPM-Portfolio。

qiusuo0226 Bundle

给项目集/组合经理用的只读 Skill。跨多个项目 ai 目录归集检索进度、风险、合同、周报。禁止写入成员项目事实源。触发：项目集、组合、跨项目、汇总周报、进度总览、人员排期、跨项目风险、门禁、P&L、合同去重、建议更新清单、挂载、健康巡检、ChronoPM-Portfolio。