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.