brain-dump

Classify unstructured notes into actionable items with routing proposals.

1|Updated Apr 16, 2026
One-click install
npx skills add https://github.com/FrogAi/Xenopus --skill brain-dump
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: brain-dump
Source: https://github.com/FrogAi/Xenopus/tree/main/Gemini/Skills/Gemini%203.1%20Pro/brain-dump
Command: npx skills add https://github.com/FrogAi/Xenopus --skill brain-dump

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Unstructured notes and meetings produce raw input that is hard to act on. This Skill captures user-provided dumps, preserves voice and order, and automatically classifies each sentence into buckets like action-items, questions, decisions, ideas, observations, reminders, risks, blockers, commitments, and gratitude, then proposes routing options. It enforces explicit user approval before any external item is created and stores a vetted, auditable draft locally.

Core Features & Use Cases

  • Capture multi-paragraph input and write a staged, verbatim dump with per-item source offsets.
  • Phase-driven processing: crisis-language detection, secret-shape scanning, per-item or batched routing proposals, and configurable destinations.
  • Output a structured items list including text, classification, confidence, rationale, source_offset, and proposed_route.
  • Routing options include Jira, GitHub, calendar events, RESUME.md, local notes, or other backfill destinations; supports approvals before external actions.
  • Use cases: turning a brain-dump into prioritized tasks, decisions, and reminders that can be handed off to project workflows.

Quick Start

Paste or type your brain-dump after invoking the command to activate brain-dump mode, and I will classify items and propose routes for review.

Frequently Asked Questions about brain-dump

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically classify unstructured meeting notes and brain-dumps into actionable items?

To classify unstructured meeting notes and brain-dumps, paste the raw input to trigger an automated capture and classification pipeline that tags each sentence with categories like action-items, risks, or decisions. The system preserves original voice and order, outputting a structured list with confidence scores and routing proposals.

Can I route classified notes directly to Jira, GitHub, or my calendar?

Yes, you can route classified notes to Jira, GitHub, calendar events, or local notes. The system proposes routing destinations for each classified item but enforces explicit user approval before any external item is actually created in those destinations.

What is the best way to turn freeform text into prioritized tasks and reminders for project workflows?

The best way to turn freeform text into prioritized tasks is to use an automated brain-dump processor that captures multi-paragraph input, classifies items by type, and proposes routes to destinations like Jira or GitHub. It outputs a vetted, auditable draft locally for review before handoff.

Does the note classification pipeline support batched approvals before creating external tasks?

Yes, the note classification pipeline supports both per-item and batched approvals before creating external tasks. This ensures you can review routing proposals for items like commitments and reminders, explicitly approving them before they are pushed to external destinations.

How does crisis-language detection and secret-shape scanning work during note classification?

Crisis-language detection and secret-shape scanning work as initial phases in the classification pipeline, analyzing raw brain-dumps for sensitive content before routing. This preprocessing identifies urgent language and secret patterns to prevent inappropriate external routing and ensure safe local drafting.