oimiragieo/gotcontext-saddle

agent-session-resume

Use when continuing work from a previous AI coding-agent session, handoff transcript, chat log, exported conversation, saved artifact set, or session summary.

原文语言：英语

arch-driven-release-workflow

Use when the user asks for a 'full' or 'end-to-end' release driven by an architecture document — typically a multi-track release landing a substantial product slice (new product line, multi-surface refactor, feature bundle). Triggers: 'design a doc for this…

原文语言：英语

aura-screenshot-clone

Use when the user wants to clone or adapt a UI pattern from any website into your app, or asks to "build something like X", "make our nav look like Y", or "clone that component". Requires an aura.build Pro subscription. Aura's clone is now NATIVE — paste a…

原文语言：英语

authoring-dynamic-workflows

Use when a task is too big for a handful of subagents or needs cross-verification — codebase audits, multi-file migrations, cross-checked research, plan-from-N-angles, multi-source sweeps. Codifies the built-in Workflow tool (dynamic workflows), the authoring…

原文语言：英语

baseline-dev-architecture

Use when starting or restructuring any software project in ANY language — deciding folder/module layout, dependency direction, public API boundaries, where logic vs entrypoint lives, the testing tiers, smoke tests, or CI gates — when no language-specific…

原文语言：英语

blog-post-template

Use when writing or auditing any blog post on your product's site (new post or existing). Enforces the BlogPostLayout container contract AND a Tier-1/Tier-2 anti-AI-slop checklist derived from 15-source Exa research (2026-05-14). Both checks are mandatory…

原文语言：英语

channel-adapter-pattern

Use when an agent's response/formatting logic is (or will be) reachable from more than one delivery channel (chat, SMS, email, push, web). Triggers — before adding a second channel to a single-channel agent, before writing/editing a shared…

原文语言：英语

chat-archeologist

Use when the user asks "what did we decide about X", "find the session where we discussed Y", "when did we first hit Z bug", "what was the rationale behind W", or any question that needs answers retrieved from prior Claude Code sessions across all projects.…

原文语言：英语

claude-design-adaptation

Use AFTER a Claude-Design export exists and BEFORE the render-verify step — the discipline for adapting an export into a production page with real data, honest empty states, and existing tokens/components (never shipping mock numbers).

原文语言：英语

claude-design

Use when generating, prototyping, or iterating on UI designs (prototypes, wireframes, slide decks, landing/dashboard mockups) with Anthropic's Claude Design tool at claude.ai/design — particularly when you want a design system applied automatically and a…

原文语言：英语

codebase-audit

Use when asked to investigate, deep-dive, audit, review, or assess a codebase/repo/project for bugs, issues, security gaps, infrastructure risks, optimization opportunities, or unwired/dead/partially-implemented code. Triggers on "investigate the X codebase",…

原文语言：英语

common-sense-check

Use when about to call AskUserQuestion, write "want me to..." / "should I..." / "your call", draft an A/B/C/D option tree, or type a soft hedge ("worth doing...", "...or hold?", "no need to wait", "I'll just fire it" as a preface). Also use when a paid…

原文语言：英语

cost-tiered-orchestration

Use when about to spawn Agent/Workflow subagents, fan out parallel work, or pick a model for delegated work — especially before any multi-agent fan-out, or whenever a task might run on a cheaper model tier than the default.

原文语言：英语

deliver-durably

Use when building any fire-and-forget async delivery or dispatch (send a message, notify, post, trigger a pipeline, enqueue a task) that must survive a process crash or restart — or when a delivery "succeeded" in-session but never arrived.

原文语言：英语

deliver-format-fallback

Use when sending markdown/rich-text formatted messages through a strict wire-format channel API (Telegram, Slack, Discord, SMS/WhatsApp). Triggers — hardening a bot reply path, a message that "sometimes doesn't arrive", or literal *asterisks*/backticks…

原文语言：英语

design-then-apply-loadbearing

Use when changing LOAD-BEARING code (a transport/driver path, a money-path or safety gate, the eval runner, a reload/merge contract, a release script) with help from subagents — ESPECIALLY when the working tree is concurrently dirty with another agent's…

原文语言：英语

design-to-code-pipeline

Use when going from "I want a beautiful page/section/component" to shipped React in <web-app>/src/ — picking a design engine (claude.ai/design vs aura.build vs Figma), wiring the generate → assets → build → audit → ship pipeline, or deciding which…

原文语言：英语

dogfood-the-shipped-artifact

Use AFTER publishing any CLI, tool, or service package — and BEFORE declaring a release good. Triggers on: 'release shipped', 'published to PyPI/npm', 'v1.X.Y is live', 'the tests all pass', 'CliRunner passes', 'TestClient passes'. Never trust an in-process…

原文语言：英语

frontend-audit

Use when the user asks to audit, review, critique, or "make sure it looks right" on a deployed web page, component, or Figma mockup — or when they mention visual issues, CRO, conversion rate, design consistency, accessibility, "feels off", "looks bad", "make…

原文语言：英语

gh-release-ship-loop

Use whenever shipping a release on any GitHub-backed project with a CI + main-branch-merge pattern (Vercel, Fly, Render, Cloudflare Workers, or just GH Actions deploying somewhere). Encodes the 10-phase loop validated end-to-end on a multi-hop production ship…

原文语言：英语

ground-actions-to-registry

Use when an agent will name a domain entity it does not control — a repo, channel, tool, agent, skill, model alias, team — and act on it; or when an agent reports an action on an entity that may not exist.

原文语言：英语

mengto-ui-prompting

Use when you need to prompt AI for UI like Meng To: design-first, spec-driven, skimmable. Covers prompt structure, constraints, variations, typography/spacing rules, and iteration workflow for consistent UI outputs.

原文语言：英语

rate-fix-loop

Drive a public web surface from baseline to ≥9.5/10 via iterated 3-seat thinktank council rounds. Each round: read verdicts → pick #1 highest-leverage actionable fix → ship → dispatch next round. Validated on 3 pages (news 9.77, benchmarks 8.0 stopped,…

原文语言：英语

research-council-defer

Use when deciding whether to BUILD or DEFER a researched feature pre-revenue — the demand-signal-over-stated-interest, set-threshold-first, prereq-chain, written-defer-brief discipline (the build-now-vs-defer axis, distinct from an act-vs-ask…

原文语言：英语

rust-workspace-architecture

Use when creating, structuring, or adding a crate/module to a Rust Cargo workspace (CLI, agent, or backend) — deciding workspace layout, when to make a new crate vs a module, dependency direction, error types, where tests live, snapshot/property tests, the…

原文语言：英语

standard-dev-workflow

The 8-phase standard development pipeline locked-in by user 2026-05-24. Use WHEN starting any non-trivial implementation, planning, research, or debug task. Triggers on intent phrases — "let's build X", "implement X", "design X", "plan X", "research X", "fix…

原文语言：英语

supply-chain-hardening

Use BEFORE writing any code that extracts an archive, downloads a binary/wheel/tarball, installs a dependency or tool, self-upgrades a running binary, or bootstraps a toolchain (rustup/uv/mise). Triggers on: 'extract a zip/tar', 'extractall', 'download the…

原文语言：英语

system-prompt-hardening

Use when authoring or hardening an agent's system prompt, persona, or tool descriptions — the non-obvious safety-floor, anti-bluff, and tool-description patterns a generic safety section misses.

原文语言：英语

tensor-grep-code-audit

Use tensor-grep (tg) as the default code-audit path — callers/blast-radius/scan/doctor/map for fast AST-aware impact analysis before touching shared code. Carries the per-version CLI-contract re-verify rule.

原文语言：英语

trustworthy-cuj-scoring

Use when building or running an agent eval, CUJ score, benchmark, or automated-improvement loop — and especially when a whole lane fails uniformly, a score looks too good or too bad to be true, you're about to trust a new grader/oracle/judge, or a scored…

原文语言：英语

typescript-cli-architecture

Use when creating, structuring, or adding a feature to a TypeScript/Node/Bun CLI, agent, or backend project — deciding folder layout, where a new tool/command/module goes, naming, module boundaries, the test framework (Vitest), where tests live, smoke tests,…

原文语言：英语

ui-fix-observe-first

Use when fixing, auditing, improving, or building ANY web UI — before reading or editing component code. Fires on contrast/a11y/overflow/responsive/hover-focus/layout complaints, "polish the UI", "audit the page/site", "make it premium", or any visual change…

原文语言：英语

ultrathink-deep-dive-loop

Full deep-dive audit loop — bugs, edge cases, backlog, current competitive web research, TDD fix waves, council-reviewed plans, re-audit until clean. Use for ultrathink mandates, /deep-dive, security audits, complete backlog, competitive analysis. Routes…

原文语言：英语

use-chrome-devtools-mcp

Use when driving Chrome for navigation, form-filling, scraping, or front-end debugging via the chrome-devtools CDP MCP — especially when you need DOM/accessibility-tree access instead of screenshots, or when the official Claude-in-Chrome extension is…

原文语言：英语

use-claude-in-chrome

Use when an agent (Claude Code main session, cursor-agent, codex-cli, or gemini-cli) needs to drive a real Chrome browser via the claude-in-chrome MCP server — for live UI verification, OAuth flows, dashboard captures, paid-ad screenshots, OAuth secret…

原文语言：英语

use-codex

Use when delegating bounded coding, audit, or review work to codex-cli (OpenAI Codex) for an independent SECOND-OPINION pass that doesn't share Claude's blind spots, or to conserve Claude tokens on heavy content-writing. Codex picker (2026-07-01): gpt-5.5…

原文语言：英语

use-copilot

Use when delegating bounded coding, audit, or review work to GitHub Copilot CLI. Copilot's edge is GitHub-native MCP integration (issues, PRs, code search) on a GitHub Copilot subscription with no separate billing. Sibling skill of use-codex / use-gemini /…

原文语言：英语

use-cursor

Use when delegating bounded coding work to cursor-agent (in WSL, auto-mode, unlimited tokens) to conserve Claude tokens for orchestration + audit — multi-file edits over an explicit task spec where the work is bounded, auditable diff-first, and an Agent-tool…

原文语言：英语

use-droid

Use when delegating bounded coding, audit, multi-agent mission, or review work to Factory's Droid CLI (droid exec, --mission mode with worker+validator subagent orchestration). Droid runs Claude Opus 4.8 by default (also carries Fable 5, Sonnet 5, GLM-5.2,…

原文语言：英语

use-gemini

Use when delegating bounded coding, audit, or review work to Antigravity CLI (agy binary, post-2026-06-18 successor to gemini-cli) for a THIRD-OPINION pass alongside Claude + codex (3-way cross-validation), OR when work needs Gemini 3.1 Pro reasoning OR…

原文语言：英语