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 flag-a-signalgit 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/flag-a-signal)<a href="https://agentmods.dev/skills/akiotanaka847/qaio-desktop/flag-a-signal"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/flag-a-signal/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/flag-a-signal"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/flag-a-signal.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 | $0.00079 | $0.01206 |
| Opus 5 | $0.00039 | $0.00603 |
| Sonnet 5 | $0.00016 | $0.00241 |
| Haiku 4.5 | $0.00008 | $0.00121 |
Grade A, and why
flag-a-signal 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 7d 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 — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Flag a Signal
One skill for every "thread contain signal to file" ask. Branch on signal.
When to use
- bug - "is this bug? log it" / message contain error messages, stack traces, "used to work, now doesn't," repro steps, or screenshots of broken UI.
- feature-request - conversation or DM contain feature ask ("can you add X?", "would be great if Y").
- repeat-question - on weekly cron, or when scan last 30–60 days and cluster of semantically similar incoming questions hit ≥3 with no matching article.
Connections I need
I run external work through Composio. Before this skill runs I check that the categories below are linked. Missing → I name the category, ask you to connect it from the Integrations tab, stop.
- Dev tracker (GitHub / Linear / Jira) - draft an issue for confirmed bug candidates. Required for
bugif you want me to chain into your tracker. - Inbox (Gmail) - source threads for clustering repeat questions. Optional if
conversations.jsonalready covers the window.
If you want me to file bug candidates in a tracker I stop and ask you to connect the one you actually use.
Information I need
I read your support 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.
- Product surface - Required. Why I need it: tells me what's in-scope (real bug) vs out-of-scope (third-party). If missing I ask: "What does your product actually cover - share a quick overview or point me at your homepage?"
- Bug vs feature classification rules - Required. Why I need it: the line between "broken" and "missing" determines where the signal goes. If missing I ask: "When a customer reports something doesn't work, what makes it a bug for you versus a feature request?"
- Help-center platform - Required for
repeat-question. Why I need it: I check existing KB coverage before flagging a cluster as a docs gap. If missing I ask: "Where do your help articles live today - Notion, Intercom, a docs site, or nowhere yet?"
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.
- 7d ago First seen · 68 lines · 79 tokens per session scan A bdaf02cb8662
flag-a-signal is a skill published in the GitHub repository akiotanaka847/qaio-desktop (2 stars, last pushed 8d ago), licensed MIT. It adds 79 tokens to every session and 1,206 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 2026-09-05.
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