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概要と使いどころ

Apply Apache ShardingSphere's written coding standards when explicitly requested, or when code-implementation routes task-changed production, test, script, build, generated, or Maven POM artifacts through repository standards. Also perform a standalone read-only compliance audit of a user-specified scope. Use CODE_OF_CONDUCT.md, applicable AGENTS.md rules, Checkstyle, Spotless, and other repository-defined standards, including naming and evidence-based defensive-code rules. Do not invoke independently for an ordinary implementation already governed by code-implementation, and do not independently audit architecture, runtime ownership, caches, or lifecycle.

日本語の概要は準備中です。原文の説明を表示しています。

apache/shardingsphere2.1万2026年10月16日 更新

Renders rich UI in the Kortix web and mobile chat: step rows with photos, option cards, checklists, maps, image galleries, tables, charts, stat rows, comparisons. Load it FIRST, before you answer, when the user asks for: a guide, how-to or first-time process done in the real world (a trip, a flight, a visa, a recipe, a repair, a move); a plan, route or itinerary; places, hotels or products to pick from; a ranking, comparison, or pros and cons; things to bring or prepare; a schedule; 2 or more numbers (key numbers, metrics, survey answers, shares, a trend); or to see something as cards, a chart, a graph, a table or a map (answer in the reply, not with an image, a file or the show tool). Not for chat, short facts, explaining a concept, code or terminal steps, translating, plain text, or Slack, Teams, email and files.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

testing

無料

Use for every Kortix test task, behavior change, bug fix, refactor, API route change, CLI change, SDK change, browser journey, test failure, coverage question, local benchmark, or testing infrastructure change. Enforce the single local-first runner, black-box flow contracts, package-local SDK tests, browser-only Playwright tests, and real input/output verification.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

ponytail

無料

Forces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before fifty. Supports intensity levels: lite, full (default), ultra. Use on ANY coding task: writing, adding, refactoring, fixing, reviewing, or designing code, and choosing libraries or dependencies. Also use whenever the user says "ponytail", "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", or complains about over-engineering, bloat, boilerplate, or unnecessary dependencies. Do NOT use for non-coding requests (general knowledge, prose, translation, summaries, recipes).

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

worktree

無料

How to do feature work in this repo with git worktrees via `pnpm worktree`. Each worktree gets its own branch, its own block of app ports, its own node_modules, and by default shares the primary checkout's standard local Supabase DB for fast setup; pass `--db` for its own database (a copy of the primary inside the same Postgres) when the work needs migrations or destructive data changes. Load WHENEVER starting a feature, bugfix, refactor, experiment, or any change you'll want to run/test in isolation; whenever the user mentions worktrees, isolated/parallel dev instances, running multiple branches at once, or 'spin up a worktree'; and whenever you need the exact non-interactive `pnpm worktree` commands and flags. Enforces: one canonical branch per objective, one worktree per branch — join the existing worktree instead of creating another.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

codex-cli

無料

Drive OpenAI's Codex CLI (`codex exec`) as a non-interactive coding sub-agent from inside Claude Code. Load WHENEVER you want to delegate a coding/analysis/refactor task to Codex, get a second opinion / adversarial review from another model, fan out parallel agents across files or worktrees, or run a long mechanical job while you stay the planner. Covers the exact `codex exec` flags, sandbox tiers, output capture, JSON/schema modes, session resume, parallel fan-out, and the mandatory "delegate → capture → independently verify, never trust the self-report" supervision loop.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

Drive Anthropic's Claude Code CLI (`claude -p`) as a non-interactive coding sub-agent from inside Codex. Use when you want to delegate a coding/analysis/refactor task to Claude, get a second opinion / adversarial review from another model, hand off long-context planning, or fan out parallel agents. Covers the exact `claude -p` flags, permission modes, output capture, JSON/stream-json modes, session resume, parallel fan-out, and the mandatory "delegate → capture → independently verify, never trust the self-report" supervision loop.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

Artifact-agnostic design guidance — works for CSS, PowerPoint, matplotlib, PDF, or any visual output. Also includes a curated catalog of named font/color themes for slides, docs, and reports (non-web assets). Not for a chart, table or cards inside a chat reply: those are kortix-genui blocks.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

Deep research agent skill. Use when the user needs thorough, scientific, truth-seeking research on any topic -- investigating claims, finding primary sources, synthesizing evidence, producing cited reports. Triggers on: 'research this', 'investigate', 'deep dive', 'find sources', 'what does the evidence say', 'literature review', 'fact check', 'analyze the research on', any request requiring multi-source investigation with citations.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

Use for structured review, fact-checking, annotation, and correction of documents such as PDF, DOCX, PPTX, and XLSX files.

日本語の概要は準備中です。原文の説明を表示しています。

kortix-ai/suna2万2026年10月17日 更新

Install, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API. Do not use for the generic Gemini API or unrelated content creation.

日本語の概要は準備中です。原文の説明を表示しています。

teng-lin/notebooklm-py2万2026年10月16日 更新

Manage Office files, formats and versions; use Writer, Calc or Impress for content.

日本語の概要は準備中です。原文の説明を表示しています。

agent0ai/agent-zero1.9万2026年10月15日 更新

Trim

無料

Reduces an always-on LifeOS context file that has grown too big via a human-gated pass — deterministic GC of stale entries first, then semantic merges and relocations — never dropping a directive and committing every change reversibly. USE WHEN /trim, trim the context, trim OPERATIONAL_RULES, this file is too big, reduce a doctrine file, prune an always-loaded file, fold the proposal inbox, shrink CLAUDE.md or DA_IDENTITY. NOT FOR general code refactoring, trimming video or audio media (use AudioEditor for audio files), or removing AI writing patterns from prose.

日本語の概要は準備中です。原文の説明を表示しています。

danielmiessler/LifeOS1.9万2026年9月4日 更新

BiasCheck

無料

Three-layer bias analysis on any URL, file, or text — auto-fetches the content and any cited study, then audits data-level biases, source conflicts of interest, and journalism-added distortions, separating what the data supports from what's editorialized. USE WHEN bias analysis, analyze bias, bias check, check this study, who funded this, is this source biased, fact-check article, methodological flaws, source credibility, what's wrong with this claim. NOT FOR psychological author analysis, research synthesis (use Research), entity due diligence.

日本語の概要は準備中です。原文の説明を表示しています。

danielmiessler/LifeOS1.9万2026年9月4日 更新

ISA

無料

Owns the Ideal State Artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores completeness, reconciles feature excerpts to master, seeds from a repo, and appends decisions/changelog/verification across a locked seventeen-section order. USE WHEN ISA, ISC, ideal state, ideal state criteria, project specification, hill-climb, articulating done, fog, not yet specified, grill me, discovery interview. NOT FOR creating new skills (use CreateSkill).

日本語の概要は準備中です。原文の説明を表示しています。

danielmiessler/LifeOS1.9万2026年9月4日 更新

Discover WHICH new skills you should create, from your own work history plus your satisfaction/frustration signals. Read-only and proposal-only: it surfaces recurring pain that no existing skill, loop, or workflow covers, then hands you a ranked shortlist to build with CreateSkill. It never creates or edits a skill itself. Frustration is a first-class signal (a topic can look 'covered' while you keep hitting the same wall inside it), so it reads low ratings and recurrence markers, not just session topics. USE WHEN should I create a skill, what skills do I need, suggest skills, skill gap, based on my recent work, am I missing a skill, what should I build. NOT FOR creating/validating/testing/optimizing an individual skill (use CreateSkill) — this only decides WHAT to build, not how.

日本語の概要は準備中です。原文の説明を表示しています。

danielmiessler/LifeOS1.9万2026年9月4日 更新

Build, refactor, and test LangBot platform adapters for the Event-Based Agents architecture. Use when adding or migrating Telegram, Discord, or other messaging platform adapters to the EBA adapter layout, validating unified event/message conversion, writing live adapter probes, or using standalone plugin runtime plus Computer Use for end-to-end platform testing.

日本語の概要は準備中です。原文の説明を表示しています。

langbot-app/LangBot1.8万2026年10月17日 更新

Implement a verdaccio bug fix, feature, or refactor — establish the affected release lines, check whether existing configuration, package-access rules, plugins, or uplink options already solve it, put the change in the layer that owns it, reuse existing helpers, add tests and a changeset, and validate. Use when asked to implement a change in this repository.

日本語の概要は準備中です。原文の説明を表示しています。

verdaccio/verdaccio1.8万2026年10月16日 更新

Claude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md + references/scripts/assets), and refactor existing Skills for clarity, activation reliability, and quality gates.

日本語の概要は準備中です。原文の説明を表示しています。

tradecatlabs/vibe-coding-cn1.8万2026年10月17日 更新

Build a working artifact from a plain "implement X for me" request: a running end-to-end spine first, then one feature per rung, with every under-determined decision written to an assumption ledger BEFORE the code that depends on it and a sweep for the ones that slipped through undeclared (same-family provisional in the base Codex mirror). Use when user says "给我实现", "implement X", "帮我做一个能跑的", "先搭个原型再加功能", "build this feature", "prototype then extend", or hands over a capability description rather than an experiment plan.

日本語の概要は準備中です。原文の説明を表示しています。

wanshuiyin/Auto-claude-code-research-in-sleep1.8万2026年10月7日 更新

Build a working artifact from a plain "implement X for me" request: a running end-to-end spine first, then one feature per rung, with every under-determined decision written to an assumption ledger BEFORE the code that depends on it and a cross-model sweep for the ones that slipped through undeclared. Use when user says "给我实现", "implement X", "帮我做一个能跑的", "先搭个原型再加功能", "build this feature", "prototype then extend", or hands over a capability description rather than an experiment plan.

日本語の概要は準備中です。原文の説明を表示しています。

wanshuiyin/Auto-claude-code-research-in-sleep1.8万2026年10月7日 更新

End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML / ICLR / VALSE / 投稿 talks). Trigger phrases: "做 talk", "做 PPT 全流程", "talk pipeline", "end-to-end slides", "做演讲", "conference talk full workflow". Use when the user wants the complete talk artifact, not just a slide deck.

日本語の概要は準備中です。原文の説明を表示しています。

wanshuiyin/Auto-claude-code-research-in-sleep1.8万2026年10月7日 更新

Generate and edit images, vector artwork, photos, audio and video; inspect results and deliver finished artifacts.

日本語の概要は準備中です。原文の説明を表示しています。

leon-ai/leon1.8万2026年10月12日 更新

Use when configuring Jenkins in KubeSphere DevOps, including agent customization, LDAP/OIDC integration, build artifact retrieval, or troubleshooting Jenkins issues

日本語の概要は準備中です。原文の説明を表示しています。

kubesphere/kubesphere1.7万2026年7月15日 更新