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 AishwaryShrivastav/vibe-testing --skill release-qagit clone --depth 1 https://github.com/AishwaryShrivastav/vibe-testingWrote 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/aishwaryshrivastav/vibe-testing/release-qa)<a href="https://agentmods.dev/skills/aishwaryshrivastav/vibe-testing/release-qa"><img src="https://agentmods.dev/badge/skills/aishwaryshrivastav/vibe-testing/release-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/aishwaryshrivastav/vibe-testing/release-qa"><img src="https://agentmods.dev/badge/skills/aishwaryshrivastav/vibe-testing/release-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 | $0.00052 | $0.00514 |
| Opus 5.5 | $0.00021 | $0.00206 |
| Sonnet 5.5 | $0.00010 | $0.00103 |
| Haiku 4.5 | $0.00005 | $0.00051 |
Grade A, and why
release-qa 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 28d 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 — 40 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Release QA
Use the vibe-testing MCP tools to turn a broad request such as "test my app" into a release decision backed by browser evidence.
Workflow
- Ask for the app URL only when it cannot be inferred from the project. Read
VIBE.mdfor credentials and testing constraints. - Call
scan_codebasebefore browsing. Use its real routes, forms, and generated scenarios instead of inventing coverage. - Call
get_contextfor the feature under test. Build steps from actual field names, selectors, validation, and expected outcomes. - Use
loginwhen authentication is required. Never request production credentials in chat; direct the user to place test credentials inVIBE.md. - Use
explore_pagefor broad discovery andexecute_scenariofor critical paths. Prioritize signup, login, onboarding, the product's main value action, payment, destructive actions, and recovery from errors. - After fixing code, rerun the affected scenario. Use
snapshot_diffandroute_changesto identify fixes, regressions, and newly exposed routes. - Call
generate_reportbefore declaring the app ready.
Release verdict
Report findings in this order:
- Blockers: failures that prevent the main user outcome, payment, access, or data safety.
- Regressions: behavior that passed in the previous run and fails now.
- Major issues: broken paths with a workaround.
- Minor issues: polish problems that can wait.
- Evidence: route, action, observed result, expected result, and screenshot reference.
- Coverage gaps: important paths that could not be tested and why.
Give one verdict: READY, READY WITH KNOWN ISSUES, or BLOCKED. Do not call a release ready when a core path was skipped.
Operating rules
- Reproduce a failure before changing code.
- Prefer a small deterministic scenario over a long exploratory script.
- Verify user-visible outcomes, network failures, console errors, and persisted state.
- Never claim visual correctness from DOM state alone; inspect the screenshot.
- Keep tests in the user's existing app and test environment. Do not send real messages, place real orders, or mutate production data without authorization.
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.
- 28d ago First seen · 40 lines · 52 tokens per session scan A 0d1c9c99c4f8
release-qa is a skill published in the GitHub repository AishwaryShrivastav/vibe-testing (11 stars, last pushed yesterday), licensed MIT. It adds 52 tokens to every session and 514 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-18.
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