SecondBrain-collab

Process a meeting transcript to extract action items (with owners and due dates), risks, follow-up questions, and a concise summary. Optionally record decisions and ingest the output into the vault.

Search and synthesize knowledge from SecondBrain vault. Use when the user asks about their projects, past decisions, meetings, people, goals, or anything that might be in their personal knowledge base. Triggers on questions like "what do I know about X", "find notes on Y", "what did we decide about Z", "remind me about", "what's the status of".

Answer data and analytics questions using SecondBrain DataAgent — SQL execution, workflow runs, and LLM synthesis over the knowledge database. Use for questions about metrics, counts, trends, comparisons, or anything that sounds like "how many", "show me the data", "analyse", "what are the trends in".

Extract decisions from a markdown file and help record them in the SecondBrain decision catalog with proper namespace keys.

Answer a research question using closed-corpus grounded reasoning with evidence chains and citations. Use for deep research questions that need traceable evidence, cross-document synthesis, or when the user asks to "research", "investigate", or "dig into" something thoroughly.

Ingest a file or directory into SecondBrain vault — parse, chunk, embed, and index it for future retrieval. Use when the user wants to add content to their knowledge base.

Review all open loops (TODO / OPENLOOP markers) in the vault and help resolve them.

Generate a SecondBrain ContextPack for the given intent — a structured JSON bundle of relevant facts, decisions, open loops, and context from the 6-layer knowledge pyramid. Use before starting a complex task that benefits from pre-loaded domain knowledge.

Run a comprehensive weekly review — open loops, recent decisions, pending actions, and a plan for the coming week. Covers active streams across work, travel, team, and personal domains.

Show the live Outcome Factory board — the few highest-leverage moves to act on now, ranked from live Outlook + calendar. Use when the user asks "what should I focus on", "what matters today", "morning brief", "aha", "what's on my plate", "anything I'm missing", "give me my board", or types `/aha`. Reads live mail/calendar (last 7 days) via the M365 app-only connector; the runtime is deterministic Python, so the output is the same as running `sb aha` in a terminal.

Guides the user through creating a new SecondBrain skill folder with valid SKILL.md frontmatter, explicit activation boundaries, replayable eval cases, a machine-readable creation brief, explicit tool/safety contracts, structured instructions, and optional scripts/references/assets directories. Use when the user wants to create a new skill, build a skill, write a SKILL.md, or scaffold a skill pack from scratch.

Guides validation-gated improvement of an existing SecondBrain skill using scored rollout evidence, deterministic evidence-to-edit proposals, bounded add/delete/replace edits, materialized candidate artifacts, rejected-edit memory, durable run state, Antahkarana-backed gate outcomes, and protected slow-update guidance. Use when the user wants to optimize a skill, evolve a SKILL.md, improve skill performance, or turn replay failures into a better reusable skill artifact.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Process a meeting transcript to extract action items (with owners and due dates), risks, follow-up questions, and a concise summary. Optionally record decisions and ingest the output into the vault.

Generate a SecondBrain ContextPack for the given intent — a structured JSON bundle of relevant facts, decisions, open loops, and context from the 6-layer knowledge pyramid. Use before starting a complex task that benefits from pre-loaded domain knowledge.

Use when creating polished deliverables such as reports, docs, decks, spreadsheets, diagrams, templates, or packaged handoff artifacts from source material and task requirements.

Use when improving Codex-style task prompts, AGENTS.md instructions, review briefs, subagent handoffs, or implementation requests so they are precise, scoped, testable, and safe for coding agents.

Use when refining agent context: compressing long notes, extracting durable facts, separating signal from noise, preparing task briefs, or identifying what context should be carried into a new session.

Assists with writing and improving project documentation including READMEs, architecture docs, API references, and user guides. Use when the user wants to write docs, update a README, document an API, or create a user guide.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

A set of resources to help write internal communications using common company-friendly formats. Use this skill whenever the user asks to draft internal communications such as status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, or project updates.

Use when maintaining a local repository: checking status, triaging stale generated assets, refreshing indexes, running focused validation, or preparing a small reviewable maintenance change.