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 ccoalm/ccl-skills --skill testing-strategygit clone --depth 1 https://github.com/ccoalm/ccl-skillsWrote 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/ccoalm/ccl-skills/testing-strategy)<a href="https://agentmods.dev/skills/ccoalm/ccl-skills/testing-strategy"><img src="https://agentmods.dev/badge/skills/ccoalm/ccl-skills/testing-strategy.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 | $0.00189 | $0.10634 |
| Opus 5 | $0.00095 | $0.05317 |
| Sonnet 5 | $0.00038 | $0.02127 |
| Haiku 4.5 | $0.00019 | $0.01063 |
Grade A, and why
testing-strategy 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 3d 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 — 214 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Testing Strategy
Use this skill when the task is about test scope, test design, verification evidence, CI gates, or deciding which layer should prove behavior. It is stack-agnostic: apply it across Go services, Python services, React web, mobile apps, mini-programs, terminal/CLI/TUI surfaces, APIs, workflows, data/inference features, and product releases.
Skill Routing
- Use this skill for test strategy, test pyramid decisions, unit/integration/e2e/scenario boundaries, fixtures, mocks/fakes, regression coverage, and verification evidence. Stack pointers below apply after that choice.
- Use
go-microservice-devfor Go-specific implementation details. - Use
python-service-devfor Python-specific pytest, async test, fixture, fake client, ruff, mypy/pyright, packaging, or migration-test implementation details. - Node runner, mock/fixture, fake timers, stream and cancellation assertions, child-process lifecycle, and packaged-artifact verification must use
nodejs-service-dev. - Use
app-cross-platform-devfor Flutter unit/widget/integration tests, Android unit/Compose/instrumented tests, iOS unit/UI tests, mobile device smoke, and app release verification. - Use
miniapp-product-devfor WeChat/Alipay/Douyin/Baidu mini-program build, developer-tool preview, real-device smoke, host capability verification, review submission, and release checks. - Use
web-react-devfor React unit/component/API-client/browser/E2E implementation, browser automation, accessibility checks, and build/deploy smoke. - Use
terminal-cli-devfor the terminal interface contract, PTY/ANSI/keyboard rendering, and full-screen text UI testing. - Use
llm-inference-integrationfor LLM/agent/RAG evals, replay sets, prompt/model regression checks, shadow runs, and inference-specific observability. - Use
defect-diagnosisfirst when a test is failing, flaky, or used to reproduce a bug. - Use
product-rd-workflowfirst when testing is part of an end-to-end product delivery plan. - Use
product-ui-ux-designfor visual hierarchy, interaction, state, accessibility, and design acceptance criteria; use this skill for automated proof and test coverage. - Use
test-artifact-managementwhen the ask is about generating structured test cases from a Feishu requirements doc or codebase and delivering them to Feishu Bitable; use this skill for scenario selection and risk matrix beforetest-artifact-managementwrites the cases. - For ambiguous "写测试用例" / "write test cases" requests, use this skill first when the user is asking to add, modify, run, or verify test code, E2E/browser/device tests, CI coverage, mocks, or regression evidence. Route to
test-artifact-managementonly when the deliverable is a structured TC artifact, Feishu/Bitable sync, or source-to-TC generation workflow. - For team testing standards, QA norms, CI/harness requirements, or a missing "测试规范" in a product/R&D standards family, use
references/rd-testing-standard-template.mdas the source-neutral template, then route stack-specific command mechanics to the relevant dev skill.
What ships with it
28 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.
- agents/openai.yaml 268 B
- references/ci-fixtures-and-flake-control.md 20 KB
- references/client-runtime-test-matrices.md 12 KB
- references/data-and-workflow-testing.md 2.1 KB
- references/design-closed-contract-oracles.md 3.2 KB
- references/e2e-real-flow-testing.md 14 KB
- references/fitness-functions.md 27 KB
- references/integration-contract-testing.md 48 KB
- references/non-functional-specialized-scenarios.md 110 KB
- references/rd-testing-standard-template.md 8.7 KB
- references/run-killing-mutation-walk.md 7.8 KB
- references/scenario-testing.md 21 KB
- references/source-evidence-map.md 7.9 KB
- references/structured-tc-input-translation.md 9.4 KB
- references/test-code-authoring-patterns.md 28 KB
- references/test-data-and-determinism.md 4.7 KB
- references/test-topology-and-commands.md 13 KB
- references/unit-testing.md 2.4 KB
- references/vendored-contract-drift-checklist.md 12 KB
- references/verify-enforcement-mechanisms.md 1.9 KB
- scripts/AGENTS.md 588 B
- scripts/client-terminal-ansi-check.py 6.4 KB runs code
- scripts/client-terminal-ansi-check.test.sh 3.7 KB runs code
- scripts/lang-basics-ast-check.py 6.7 KB runs code
- scripts/lang-basics-ast-check.test.sh 4.0 KB runs code
- scripts/lang-basics-go-check.go 6.3 KB
- scripts/lang-basics-go-check.test.sh 4.0 KB runs code
- scripts/test_mutation_backup_recipe.sh 11 KB runs code
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.
- 3d ago Changed · +1 lines 3527e55b44e7
- 7d ago First seen · 213 lines · 189 tokens per session scan A 9efe5339d5bb
testing-strategy is a skill published in the GitHub repository ccoalm/ccl-skills (6 stars, last pushed today), licensed Apache-2.0. It adds 189 tokens to every session and 10,634 once invoked, about $0.0009 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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