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 write-a-case-studygit 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/write-a-case-study)<a href="https://agentmods.dev/skills/akiotanaka847/qaio-desktop/write-a-case-study"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/write-a-case-study.svg" alt="Measured on agentmods" 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 | $0.00053 | $0.01094 |
| Opus 5 | $0.00026 | $0.00547 |
| Sonnet 5 | $0.00011 | $0.00219 |
| Haiku 4.5 | $0.00005 | $0.00109 |
Grade A, and why
write-a-case-study 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 — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Write a Case Study
When to use
- Explicit: "draft a case study for {customer}", "write up {customer} story", "turn this interview into case study".
- Implicit: after SDR / sales agent flags closed-won customer reference-willing + founder approve.
- One case study per customer per quarter = reasonable cadence.
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.
- Notes DB (Airtable, Notion) - pull the customer interview, testimonial, or notes record. Required (or you paste the source material).
If neither is connected and you can't paste the interview I stop and ask you to connect Airtable or Notion.
Information I need
I read your marketing 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.
- Your positioning - Required. Why I need it: case studies have to reinforce positioning, not drift. If missing I ask: "Want me to draft your positioning first? It's one skill, takes about five minutes."
- Your voice and primary CTA - Required. Why I need it: closing CTA matches what every other page asks for. If missing I ask: "Connect your sent inbox so I can sample your voice, and tell me the one action a reader should take after reading the case study."
- The customer - Required. If missing I ask: "Which customer is this case study about, name plus a one-line description?"
- The interview, testimonial, or notes - Required. Why I need it: I won't fabricate quotes or metrics. If missing I ask: "Drop the interview recording, paste the testimonial, or point me at the customer record in Airtable or Notion."
- Real before / after numbers - Required for a strong case study. If missing I ask: "What measurable change did this customer see, and over what timeframe? If you don't have it I keep going with TBD."
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 · 91 lines · 53 tokens per session scan A f13198447deb
write-a-case-study is a skill published in the GitHub repository akiotanaka847/qaio-desktop (2 stars, last pushed 3d ago), licensed MIT. It adds 53 tokens to every session and 1,094 once invoked, about $0.0003 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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