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 steph-dove/klaussy-agents --skill fastapi-qagit clone --depth 1 https://github.com/steph-dove/klaussy-agentsWrote 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/steph-dove/klaussy-agents/fastapi-qa)<a href="https://agentmods.dev/skills/steph-dove/klaussy-agents/fastapi-qa"><img src="https://agentmods.dev/badge/skills/steph-dove/klaussy-agents/fastapi-qa/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/steph-dove/klaussy-agents/fastapi-qa"><img src="https://agentmods.dev/badge/skills/steph-dove/klaussy-agents/fastapi-qa.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 | $0.00086 | $0.01281 |
| Opus 5 | $0.00043 | $0.00641 |
| Sonnet 5 | $0.00017 | $0.00256 |
| Haiku 4.5 | $0.00009 | $0.00128 |
Grade A, and why
fastapi-qa scanned grade A with 1 finding 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 10d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **Backend / API / service** → run the test suite and any integration/e2e that covers the area, then **exercise the changed path for real**: bring the service up, hit the endpoint (curl/httpie/the project's client), and Copies of this mod
1 near-identical copy found in the catalogue:
- httpx-qa — 92% identical, 10 lines differ
How it starts
The opening of the file, as written. The whole thing — 42 lines — stays where its author put it; the contents beside it link to each section on GitHub.
QA the current change and capture evidence a reviewer can trust. The point is to run the QA that's valid for this change — a UI tweak needs screenshots, a backend fix needs the endpoint exercised and the suite run, a CLI change needs its commands run. Don't screenshot a database migration; don't run the full browser e2e suite for a one-line helper.
Steps
-
Read CLAUDE.md for how this project builds, runs, and tests, plus any e2e/screenshot tooling it already has. Read any
.claude/rules/*.mdwhosepaths:glob covers the changed files — they often name the ports, fixtures, or QA conventions for that layer. -
See what changed.
git diff master...HEADfor the branch's work, plusgit diff/git diff --cachedfor uncommitted edits. Classify each surface the diff touches (a change can span more than one — QA each with its own method):- UI / frontend — components, styles, templates, pages, client-side behavior.
- Backend / API / service — routes, handlers, business logic, jobs, DB.
- CLI / tool — command entrypoints, flags, output.
- Library / SDK — importable code with no runtime surface of its own.
- Docs / config / infra only — no runtime behavior to observe.
-
Run the QA that fits each surface (use
fastapi-runwhenever you need to bring the app or service up):- UI / frontend → capture screenshots. Prefer the repo's own tooling (Playwright, Cypress, Storybook, a visual-test harness) — it already knows how to reach each screen. Otherwise launch the app via
fastapi-runand drive a headless browser (Playwright/Puppeteer) if one is installed. Capture the states the change actually affects: the default view, the changed interaction, and empty/error or responsive breakpoints when layout or state handling changed. Grab a before shot frommastertoo when the branch point is cheap to check out, so the diff is visible. Note what changed visually. - Backend / API / service → run the test suite and any integration/e2e that covers the area, then exercise the changed path for real: bring the service up, hit the endpoint (curl/httpie/the project's client), and capture the request → response and any relevant log lines.
- CLI / tool → run the representative commands that exercise the change (not just
--help); capture stdout, stderr, and exit codes. - Library / SDK → run the unit tests plus a small usage snippet that calls the changed API.
- Docs / config / infra only → there's nothing to observe at runtime. Say so and stop — don't manufacture QA.
- UI / frontend → capture screenshots. Prefer the repo's own tooling (Playwright, Cypress, Storybook, a visual-test harness) — it already knows how to reach each screen. Otherwise launch the app via
-
Save the artifacts where the user can actually open them — a subfolder named
<repo>-<branch>inside their Downloads folder (e.g.myapp-feature-login/), so screenshots land somewhere they'll look. Resolve the destination for the OS you're on:- macOS / Linux:
~/Downloads/<repo>-<branch>/ - Windows:
%USERPROFILE%\Downloads\<repo>-<branch>\(PowerShell:$env:USERPROFILE\Downloads\...)
Derive
<repo>from the repo root's folder name and<branch>from the current branch (git rev-parse --show-toplevelandgit rev-parse --abbrev-ref HEAD), replacing any/in the branch with-so it's one valid folder name. Create the folder if it doesn't exist, then write screenshots as PNGs and captured command/HTTP output as text into it — keep artifacts out of the repo tree; they're evidence for a human, not source to commit. If there's no Downloads folder (a headless CI box), fall back to the user's home directory. Report the absolute folder path so the user can find it. - macOS / Linux:
-
Write a QA summary suited to drop into a PR's Test Plan / QA section: which surfaces changed, what QA ran for each, the evidence (screenshot paths, captured output, test results), pass/fail, and anything you could NOT cover and why. Lead with the result, keep it tight.
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.
- 10d ago First seen · 42 lines · 86 tokens per session scan A cf6bd33c0457
fastapi-qa is a skill published in the GitHub repository steph-dove/klaussy-agents (16 stars, last pushed 13d ago), licensed MIT. It adds 86 tokens to every session and 1,281 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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