briefing

Distill project histories into per-project journal.md and brief.md files.

621|58|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/huangzesen/lingtai --skill briefing-huangzesen
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: briefing
Source: https://github.com/huangzesen/lingtai/tree/main/tui/internal/secretary/assets/skills/briefing
Command: npx skills add https://github.com/huangzesen/lingtai --skill briefing-huangzesen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The Briefing Skill distills sprawling session history into actionable, per-project context for agents, enabling consistent, informed behavior across molts and updates.

Core Features & Use Cases

  • Maintains universal profile data in profile.md and per-project journals in journal.md, then constructs project briefs for agent prompts.
  • Supports chunked processing of large history files, Git-based versioning, and reference padding to preserve context during consolidation.
  • Automates end-to-end briefing workflows from discovery to journal/brief construction and state tracking.

Quick Start

Run the briefing skill to process the latest project history and update the project's journal and brief: compile profile, journal, and brief.md.

Frequently Asked Questions about briefing

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

FAQPage Schema
How do I automate context synthesis for agents from large project history logs?▼

You can automate context synthesis by chunking large project history logs, drafting summaries, and consolidating them into token-bounded journal.md and brief.md files for your agents.

What is the best way to maintain consistent agent context across multiple sessions?▼

The best way to maintain consistent agent context is by tracking project state, applying reference padding, and versioning journals via Git to preserve historical data during consolidation.

How do I process large session histories that exceed agent token limits?▼

You can process large session histories that exceed agent token limits by applying a chunking workflow that breaks down logs into manageable segments before consolidating them into a project brief.

Does the briefing workflow support Git-based versioning for project journals?▼

Yes, the briefing workflow supports Git-based versioning, allowing you to track changes and preserve context history while constructing per-project journals and agent briefs.

Can I use scripts to build a universal profile and per-project journal simultaneously?▼

Yes, you can use scripts to coordinate the construction of universal profile.md data and per-project journal.md files simultaneously to generate comprehensive agent briefs.