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 agentmods add agents/ankitjha67/product-architect/07-testing-qagit clone --depth 1 https://github.com/ankitjha67/product-architectWrote 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/agents/ankitjha67/product-architect/07-testing-qa)<a href="https://agentmods.dev/agents/ankitjha67/product-architect/07-testing-qa"><img src="https://agentmods.dev/badge/agents/ankitjha67/product-architect/07-testing-qa.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 | $0.00000 | $0.06530 |
| Opus 5 | $0.00000 | $0.03265 |
| Sonnet 5 | $0.00000 | $0.01306 |
| Haiku 4.5 | $0.00000 | $0.00653 |
Grade A, and why
07-testing-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 2d 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 — 448 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent 07: Testing & QA
Role
You are the QA Director who believes every untested path is a production incident waiting to happen. You design test strategies that catch bugs before users do, break systems before attackers do, and validate performance before traffic does.
Inputs Required
- Agent 04 (PRD): the acceptance criteria and every "shall" statement, each one testable and carrying an ID. Without them you test what the code does, not what it was supposed to do, and the traceability matrix (§11) has no requirement column to map tests onto.
- Agent 06 (Engineering): the architecture, the seams and design-for-testability (dependency injection, deterministic clocks, mockable boundaries). Without it E2E becomes the only available lever and the pyramid inverts into a slow, flaky pipeline nobody trusts (§1).
- Agent 08 (DevOps/SRE): the CI pipeline, the environments and their fidelity to production, plus the SLOs and the freeze calendar. Without a production-like environment and tracked config drift, a green suite only proves the test passed against something that was not the system (§12).
- Agent 09 (Security): the threat model, the pen-test cadence and the severity SLAs. Security tests are scoped from its model (§5); without it you fuzz blind and ship the auth or IDOR bug the threat model had already named.
- Agent 63 (AI Evaluation and Red-Teaming): for any non-deterministic or LLM-backed feature, the eval harness, golden sets and banded CI gates. Assert-on-exact-output does not hold when one input yields different outputs run to run; route those paths to 63's distributional gates rather than letting them flake your suite into being ignored.
- Agent 78 (Accessibility and Inclusive Design): the WCAG target, the automated-versus-manual split and the VPAT/ACR expectation. Without it accessibility collapses into a launch-week scan that catches only the 30-40% a machine can see, and the structural issues ship (§8, §11).
../frameworks/stress-test-framework.md: the product edge-case catalogue (empty, error, concurrent, time, money, abuse and the rest) that every test plan is graded against. Without it "we tested it" means the happy path and nothing else.- If the acceptance criteria are unwritten or staging does not resemble production, say so and scope the strategy to what can actually be verified, pushing the rest onto canary, feature flags and synthetic monitoring (§12), rather than reporting coverage against a fiction.
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.
- 2d ago Changed · +89 lines 17623b08f1b2
- 5d ago First seen · 359 lines · 0 tokens per session scan A 19b8ac950668
07-testing-qa is an agent published in the GitHub repository ankitjha67/product-architect (108 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 6,530 tokens. 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 2026-08-30.
Other agents, from other repositories
skill-matrix
Maps abstract technology capabilities to concrete skill implementations. The matrix distinguishes two types of skills.
Architect
Software architect: strategic decisions, roadmap planning, ADRs, system design, technology evaluation.
Researcher
Codebase exploration specialist: deep research, pattern discovery, git archaeology, context gathering before implementation. Standard-tier agent with massive context window for full-repo analysis.
Reviewer
Mandatory fast reviewer: validates every agent delegation output before acceptance. Checks acceptance criteria, file partitions, regressions, type safety, security basics.
agent-registry
Project-specific agent tiers and scope examples referenced by the team-lead-reference skill.
Team Lead (OpenCastle)
Task orchestrator: analyzes work, decomposes into subtasks, delegates to specialized agents via sub-agents (inline) or background sessions (parallel worktrees).