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 HoangNguyen0403/agent-skills-standard --skill quality-engineering-api-testinggit clone --depth 1 https://github.com/HoangNguyen0403/agent-skills-standardWrote 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/hoangnguyen0403/agent-skills-standard/quality-engineering-api-testing)<a href="https://agentmods.dev/skills/hoangnguyen0403/agent-skills-standard/quality-engineering-api-testing"><img src="https://agentmods.dev/badge/skills/hoangnguyen0403/agent-skills-standard/quality-engineering-api-testing/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/hoangnguyen0403/agent-skills-standard/quality-engineering-api-testing"><img src="https://agentmods.dev/badge/skills/hoangnguyen0403/agent-skills-standard/quality-engineering-api-testing.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 | $0.00046 | $0.01255 |
| Opus 5.5 | $0.00018 | $0.00502 |
| Sonnet 5.5 | $0.00009 | $0.00251 |
| Haiku 4.5 | $0.00005 | $0.00126 |
Grade A, and why
quality-engineering-api-testing 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 today.
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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Quality Engineering: API Testing & Correctness
Priority: P1 (HIGH)
Scope & Purpose
Standardizes API correctness verification across five distinct purposes (lane: api per C1):
- Smoke: Business readiness beyond shallow health endpoints.
- Functional: Business rules, state changes, calculations, and error invariants.
- Contract: Schema conformance and consumer-driven expectations.
- Integration: Multi-service coordination, real vs mocked dependencies, retries, and idempotency.
- Regression Selection: Evidence-based test selection with explicit baseline and uncertainty handling.
Core Rules
- Smoke Readiness (AC-06): A 200 OK on
GET /healthproves process liveness, not business readiness. Smoke suites must exercise at least one end-to-end critical business operation (e.g., authenticated preflight, read core entity). - Functional Oracles (AC-07): Schema-valid payloads with 200 OK do not prove correctness. Every functional test must assert on computed values, database state, business invariants, and specific error payloads.
- Contract Verification (AC-08): Do not equate OpenAPI schema validation with version compatibility or consumer contract testing. Schema checks prove candidate syntax conformance; baseline-to-candidate diffs prove what baseline clients and consumers still get. Record producer versions and the protected consumer version, then verify both directions: baseline-valid requests remain accepted (a schema
defaultnever exempts a newly required property unless the provider's actual omission behavior is demonstrated), and candidate responses stay readable by baseline consumers, including new enum/union values an exhaustive consumer rejects. Consumer-driven contracts (e.g., Pact) verify consumer-needed fields and semantics. Missing baseline or consumer artifacts are BLOCKED, never inferred compatible. - Integration & Idempotency (AC-09): Firing network requests without verifying resulting persistence or side effects is invalid. When testing retries (including post-effect lost-response timeouts), verify final state and assert zero duplicate side effects across both local database records and an independent downstream gateway ledger oracle. Simulated mocks do not replace authorized real-dependency evidence.
- Regression Selection (AC-10): Map code/contract deltas to affected obligations. Always retain the critical smoke baseline. If delta impact is ambiguous, broaden coverage or log a blocker—never claim unverified completeness.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- today First seen · 63 lines · 46 tokens per session scan A 48e1469d79eb
quality-engineering-api-testing is a skill published in the GitHub repository HoangNguyen0403/agent-skills-standard (582 stars, last pushed today), licensed MIT. It adds 46 tokens to every session and 1,255 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 2026-10-28.
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