experiment-selection-ops SKILL.md skillA
experiment-selection-ops from wangjs-jacky/jacky-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wangjs-jacky/jacky-skills/experiment-selection-ops@git:20261019.92657a8Pins git:20261019.92657a8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wangjs-jacky/jacky-skills
- Path
harness/experiment-selection-ops/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261019.92657a8, committed Oct 19, 2026
- Size
- 4,968 bytes
- Repository stars
- 15
- License
- MIT
Use when a technical choice needs a comparative experiment, including visual designs, animations, functions or libraries; when the decision report lacks traceable evidence; or when articles, videos and cases should inform such experiments. 适用于技术选型、对比实验与方法积累，不用于只查API或只制作单一成品。.
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
# 选型实验 OPS 以**任务类型 → 场景/比较目标 operations**积累方法。工具、库、模型都是候选。帮助形成有直接证据的条件建议，允许无定论；一次案例的赢家不等于实验框架的赢家。 安装/配置时先读[可选全局前置提示词](references/global-agents-prompt.md)。普通使用直接开始；保存提示词不会修改全局规则。 ## 开始与路由 1. 从本 Skill 实际目录确认唯一知识根。历史只读快照只用于指定测试，写回遵循[知识协议](references/knowledge-schema.md)，不能成为第二个当前库。 2. 读[类型索引](references/task-types/index.md)，只加载命中类型的档案和目标 operation。分类不清或准备改变分类轴时再读[分类模型](references/ops-model.md)。没有经验就按当前条件设计，明确尚未验证。 3. 复核当前用户目标、授权、版本、工具、环境、预算与旧经验适用范围。模型与 effort 记录本次请求及可取得的有效字段，不固定未来型号。只读调研与真实运行分别说明。 ## 每轮闭环 - **读方法、复核、设计执行**：按[设计与真实执行](references/methods/design-and-execution.md)，在取结果前留下问题、候选、案例、变量、判断及停止条件；小实验可以把短计划放同一文件，不必拆成多个研发任务。 - **检查与解释**：按类型取得可打开/可播放/可运行的相应产物，保留失败、缺失与偏离。有连续数据推断需求才读[统计方法](references/methods/statistics.md)。 - **报告**：用[报告指南](references/methods/reporting.md)串起必要过程、数字、解释与条件建议；关键错误阻断依赖它的主张。图表、文字和案例按决策需要选用，无统一图数、总分或篇幅。 - **写回、更新索引、交付**：每次完成、失败或中断都按[知识协议](references/knowledge-schema.md)判断并执行；报告实际写回位置或未保存原因。自动沉淀是 Agent 工作协议，不是后台服务或宿主钩子。 资料输入是文章、视频/转录或优秀案例时，读[方法提炼](references/methods/materials.md)；同时提取选题、比较过程、变量、测试办法与呈现，不只摘取写作风格。 ## 证据与执行边界 …
Read the whole file at its exact version.
How to install
mdr add wangjs-jacky/jacky-skills/experiment-selection-ops@sha256:f7d4341aef7fb624The line at the top of this page pins the label git:20261019.92657a8, 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_7uhgn5l6iwy3tk5h)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 19, 2026.
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 (4968 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
wangjs-jacky/jacky-skills · 15 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7uhgn5l6iwy3tk5h GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/experiment-selection-ops GET https://markdownregistry.com/api/v1/blob/f7d4341aef7fb6249a697d7bb798b9c9e72193051d6b2451429ada5bef52d8c1
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.