Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add akiotanaka847/qaio-desktop --skill brief-megit clone --depth 1 https://github.com/akiotanaka847/qaio-desktopWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/akiotanaka847/qaio-desktop/brief-me)<a href="https://agentmods.dev/skills/akiotanaka847/qaio-desktop/brief-me"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/brief-me/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/akiotanaka847/qaio-desktop/brief-me"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/brief-me.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00075 | $0.01609 |
| Opus 5 | $0.00037 | $0.00805 |
| Sonnet 5 | $0.00015 | $0.00322 |
| Haiku 4.5 | $0.00007 | $0.00161 |
Grade A, and why
brief-me scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Brief Me
One primitive for daily-rhythm briefs anchoring week. You pick mode; I aggregate, prioritize, write.
When to use
mode=daily- "morning brief" / "what needs me today" / "here's my brain dump" / "today's rundown".mode=meeting-pre- "prep me for my 2pm" / "deep brief for my meeting with {X}" / "build me a pre-read".mode=meeting-post- "post-meeting notes from my last recording" / "summarize the call I just had with {X}".
Connections I need
I run external work through Composio. Before this skill runs I check the categories below are linked. Missing → I name the category, ask you to connect it from the Integrations tab, stop.
- Inbox (Gmail, Outlook) - Required. Pulls last-24h threads for the daily brief and prior threads for meeting prep.
- Calendar (Google Calendar, Outlook) - Required. Reads today's meetings and resolves which one to prep for.
- Team chat (Slack) - Optional. Adds chat signal to the daily brief; skipped if not connected.
- Files (Google Drive) - Optional. Surfaces recent doc activity for the daily brief.
- Meeting recorder (Fireflies, Gong) - Required for
mode=meeting-post. If not connected I accept a pasted transcript instead. - Web research (LinkedIn, Exa) - Optional. Fills in attendee bios for meeting prep.
If neither inbox nor calendar is connected I stop and ask you to connect your calendar first.
Information I need
I read your operations context first. For every required field that's missing I ask ONE plain-language question (best modality: connected app > file drop > URL > paste) and wait.
- Operating context doc - Required. Why I need it: anchors priorities, VIPs, and hard nos so I don't invent them. If missing I ask: "Want me to set up your operating context first? Takes a few minutes and every brief gets sharper after."
- Your timezone - Required. Why I need it: keeps the brief inside your working hours. If missing I ask: "What timezone do you work in most of the time?"
- Who your VIPs are - Required for meeting prep. Why I need it: shapes how deeply I research an attendee. If missing I ask: "Who are the people whose meetings always deserve extra prep - investors, key customers, anyone else?"
- Brief delivery time - Optional. Why I need it: lets the brief auto-trigger at the right hour. If you don't have it I keep going with TBD and run on demand.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 91 lines · 75 tokens per session scan A ede18f8255d1
brief-me is a skill published in the GitHub repository akiotanaka847/qaio-desktop (2 stars, last pushed 7d ago), licensed MIT. It adds 75 tokens to every session and 1,609 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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