synthesize-brief
Turn context findings into a summary packet and short brief.
Best use case
synthesize-brief is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Turn context findings into a summary packet and short brief.
Teams using synthesize-brief should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/synthesize-brief/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How synthesize-brief Compares
| Feature / Agent | synthesize-brief | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Turn context findings into a summary packet and short brief.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# synthesize-brief ## Overall Goal Convert the exploration context into a concise verdict, summary packet, and short brief. ## Inputs - findings.md - highlights.json - limitations.json - context.md ## Outputs - summary.json - brief.md ## Staged Workflow 1. Merge the baseline and exploration findings into a concise summary. 2. Score usefulness, polish, and first-run clarity. 3. Write `summary.json` and `brief.md`. ## Tool Route Options - shell for deterministic file generation - memory for reusing prior scoring language ## Detailed GUI Replay Hints - None. This stage should stay artifact-first and deterministic. ## Failure Policy - If findings are incomplete, produce a conservative summary with explicit uncertainty notes.
Related Skills
target-brief-studio
Hand-written end-to-end playbook for a reusable target brief workflow.
target-brief-baseline-stage
Single-stage acceptance playbook for the baseline context phase.
render-brief-assets
Render polished cover and summary-card image assets for the brief package.
xurl
A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or interact with any X API v2 endpoint.
weather
Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.
wacli
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).
video-frames
Extract frames or short clips from videos using ffmpeg.
trello
Manage Trello boards, lists, and cards via the Trello REST API.
tmux
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
things-mac
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks Understudy to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
summarize
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
spotify-player
Terminal Spotify playback/search via spogo (preferred) or spotify_player.