agent-loop-testing SKILL.md skillA
agent-loop-testing from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/agent-loop-testing@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naodeng/awesome-qa-skills
- Path
skills/zh/testing-types/agent-loop-testing/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Oct 29, 2026
- First version recorded
- Sep 15, 2026
- Size
- 4,969 bytes
- Repository stars
- 301
- License
- a license file GitHub does not identify
Use this skill when you need evidence-bounded loop state, plan/action/observation cycles, stop conditions, budgets, repetition, and trace evidence; triggers include Agent 循环 and Agent loop.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agent 循环测试（中文版） ## 何时使用 - 需要围绕循环状态、规划/动作/观察周期、停止条件、预算、重复行为与 trace 证据开展有证据的分析、设计或验证准备。 - 需要评审 Agent、RAG 或 LLM 方案、结果或证据，并形成可执行改进项。 - 输入不完整，但仍需交付带假设、信息缺口和人工决策边界的受限初版。 ## 输出格式选项 - 默认输出 Markdown，按领域风险、证据状态、优先级和边界组织。 - 用户要求表格、CSV、JSON 或工单格式时，保留相同的发现字段、证据和决策边界。 - 输出进入自动化流程前，先确认 schema、枚举值、必填项和证据来源。 ## 如何使用 1. 先阅读并遵循 `prompts/agent-loop-testing.md`，包括输入审计、领域覆盖和输出顺序。 2. 提取范围、环境、版本、时间窗口、约束、成功标准和可用证据，重点检查循环状态、规划动作观察、停止条件、预算、重复行为。 3. 先区分已确认事实、证据支持的推断、候选建议和 Human 决策，再按风险与证据强度排序。 4. 把高风险项转成前置条件、步骤、预期结果或判断标准、所需证据和验证方法。 5. 信息不足时交付受限初版，明确哪些结论不能成立，不把静态材料写成执行结果。 ## 参考文件 - 校准领域结果、正确对照或证据缺口时，读取 [references/domain-decision-example.md](references/domain-decision-example.md) 的脱敏输入、逐项预期与复算依据。 - 每次执行必须读取 `prompts/agent-loop-testing.md`；它是本 Skill 的完整执行规范。 - 需要评测时读取 `evals/eval.yaml` 和 `evals/cases/` 下的匹配用例。 - 只有目录实际存在且任务需要时，才读取 `references/`、`examples/`、`scripts/` 或 `output-formats.md`，不要假设不存在的资产。 ## 领域执行要点 1. 按 task/run/step ID 记录计划、工具名与归一化参数、观察身份/摘要、业务状态变化和时间/费用累计；敏感参数脱敏但保留去重依据。 2. 进展以项目目标的新证据或状态前进判断；动作/观察相同且目标未前进记无进展周期。只重复文本或工具成功不算进展。 3. 使用项目指定无进展上限、重试策略、时间和费用预算；安全/取消立即停止，任一硬预算触顶优先于继续计划，未给上限时提问而不自定数值。 4. 对重复调用转入项目允许的改变策略、停止或升级分支；输出触发 step、终止类别、剩余工作和无额外副作用证据。 ## 核心约束 …
Read the whole file at its exact version.
How to install
mdr add naodeng/awesome-qa-skills/agent-loop-testing@sha256:a099d16c33e8630bThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7oczbi2x4in7f5bk)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 15, 2026 and Oct 29, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-29 | 1d0d58f | 4,969 B | A | view · diff |
| git:20261011.7d9502b | 2026-10-11 | 7d9502b | 4,660 B | A | view · diff |
| git:20260915.27b248b | 2026-09-15 | 27b248b | 3,754 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4969 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
naodeng/awesome-qa-skills · 301 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7oczbi2x4in7f5bk GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/agent-loop-testing GET https://markdownregistry.com/api/v1/blob/a099d16c33e8630b7975d2d936516793cb6dc60731aac90d8b8df105df629d76
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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