improve-architecture
Audit an area of the codebase and propose the smallest structural moves that improve it - untangle boundaries, kill duplication, fix seams, break cycles.…
A skill ships inside a plugin. Install the plugin, and a skill that gets Auto-invokedWhat is this?This plugin ships a FLOW.md router the engine fires, so the matching skill runs itself. No slash command to remember.Learn how → runs itself when your prompt calls for it.
40,077 skills across 2,408 plugins. 1,867 of them fire as you prompt.
Audit an area of the codebase and propose the smallest structural moves that improve it - untangle boundaries, kill duplication, fix seams, break cycles.…
Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project memory and session history. Use…
Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future…
Use this when the user wants to deeply understand something through guided questioning. Trigger phrases include: "quiz me", "help me understand", "Socratic",…
CLI utility to communicate with other CLI Agents or Scripts in other tmux panes; use it only when user asks you to communicate with other CLI Agents or Scripts…
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI…
Facilitate weekly review process with reflection, goal alignment, and planning. Create review notes, analyze past week, plan next week. Use on Sundays or…
When unsure which thinking skill fits, map domain and problem type, then return NONE or one primary skill by default (at most three complementary).
Use under time pressure when the situation is still changing and you must act before certainty — cycle Observe→Orient→Decide→Act on ~70% confidence, then…
Before committing scarce time, people, or money, name the best forgone use of those resources and the value delta of the chosen path versus that alternative.
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or…
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's…
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request…
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
Use Box's hosted MCP server to search, read, analyze, and manage Box content with Box AI and Hubs.
Store a document, email, or text for future reference with entity linking and provenance. See also: `ingest-sources` for multiple files; `capture-meeting` if…
Quick view of revenue, expenses, invoicing, and cash flow with key metrics. Triggers on \"cash position\", \"revenue check\", \"financial overview\", \"money…
Find and merge duplicate entities. Use when user says \"clean up duplicates\", \"merge these people\", \"fix duplicate entities\", \"dedupe my contacts\", or…
Create Chinese monospaced compass-style PDCA or CAPD problem-solving cards using East-West-South-North-Center layout, full-width and half-width spaces,…
Create a personal athlete 81-cell MandalArt grid from an Ohtani Shohei-style 64+8+1 model. Use when the user asks for 大谷翔平 81 宮格, 個人運動員81宮格, sports skill maps,…
Convert structured project-note JSON manuscripts into validated EPUB and optional Kindle-clickable PDF files. Use when the user asks to turn project notes,…
Create a ai assistant spec with structured process, quality checks, and system integration
Analyze and produce a ai bias audit with structured process, quality checks, and system integration
Create a ai change management with structured process, quality checks, and system integration
Use when preparing for, running, or closing a live meeting with an AI assistant dashboard. Triggers on "meeting copilot", "live copilot", "prepare for a call",…
Use when managing Paperclip AI agent companies - creating tasks, managing agents, approving hires, running heartbeats, or any Paperclip control-plane…
Use when you want several genuinely different design directions to choose from instead of one design you will iterate on — a page or UI redesign, a hero, a…
Revive sessions (quick or heavy), browse, and search — 'what happened recently?', 'find the session where we discussed X', 'revive yesterday's session'. For…
The human wants to adjust how the system behaves — not what it contains, but how it feels. Voice, rhythm, preferences, walnut-level config, full permissions…
The world feels messy. Stale tasks, orphan folders, v2 remnants, unsaved sessions — entropy is accumulating and needs to be addressed before it compounds.…
Use when: 需要做重大战略决策(自研vs外包vs收购)、投资评估、多方案比较选择 Do NOT use when: 决策已由高层确定、决策影响极小无需系统分析
Use when: 已完成 /pm-brainstorm 后,需要系统化收集需求、验证产品想法真伪、分析用户痛点 用户明确要求"需求调研""需求验证""验证痛点""分析用户痛点" 用户明确选择跳过 brainstorm,直接进入需求调研 Do NOT auto-select when:…
Use when: 需要输出PRD/BRD/MRD产品文档、方案文档、商业计划文档、需要文档模板 Do NOT auto-select when: 用户用自然语言说"写需求文档""写PRD""帮我设计需求"等新产品请求 → 这些必须先路由到 start-super-pm Direct slash-command…
Channel-scope status, opt-in, and audit. Triggers on /agent:scope, "scope status", "scope wizard", "scope enable", "scope disable", "scope audit".
Run the agent as an always-on background service (launchd on macOS, systemd on Linux). Triggers on /agent:service, /agent:service install, /agent:service…
Configure agent settings — memory backend (builtin/QMD), search mode, temporal decay, citations. Triggers on /agent:settings, "configurar agente", "agent…
Use when the user brings any fuzzy, half-formed, or interrupt-driven input — an order from a boss, a forwarded email thread, a ticket, a chat message, a "can…
Use when the user dumps a batch of inputs at once — a pile of emails, a backlog of Slack/Teams messages, a list of asks, meeting action items, a notes…
Use for a weekly operating review (Friday wrap or Monday plan) — review progress against the 90-day priorities, surface stalled open loops, and set next week's…
Interactive user persona creation. Researches audiences via web, builds detailed persona profiles with demographics, behaviors, and motivations, and links…
Morning briefing for PMs. Reads all knowledge files, pulls from MCPs, and produces a prioritized "what matters today" summary. Slash command: /brief
Reads all knowledge files and MCP integrations to produce a single-page product status dashboard with OKR progress, sprint status, decisions, blockers,…
Structured product sense/design framework for AI product roles. Covers: design a product, improve X, productize a capability.
Structured product strategy framework for AI product roles. Covers: market entry, competitive positioning, build-vs-buy, long-term vision.
Write exec-ready stakeholder updates, decision documents, and status reports. Adapts tone and detail level for different audiences (exec team, engineering,…
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