Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/ZJU-REAL/Easelnpx agentmods add skills/zju-real/easel/skill-account-diagnosisWrote 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/zju-real/easel/skill-account-diagnosis)<a href="https://agentmods.dev/skills/zju-real/easel/skill-account-diagnosis"><img src="https://agentmods.dev/badge/skills/zju-real/easel/skill-account-diagnosis/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/zju-real/easel/skill-account-diagnosis"><img src="https://agentmods.dev/badge/skills/zju-real/easel/skill-account-diagnosis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00105 | $0.01023 |
| Opus 5 | $0.00053 | $0.00511 |
| Sonnet 5 | $0.00021 | $0.00205 |
| Haiku 4.5 | $0.00011 | $0.00102 |
Grade A, and why
skill-account-diagnosis 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 12d 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.
What it actually says
账号诊断 / 起号体检
对着一个具体账号做归因式体检并开处方。读 profile-builder 生成的画像 + 用户近期内容/数据 → 诊断账号健康 → 给分阶段起号意见与发布建议。与画像强相关：没有完善的 Profile 就先去跑 profile-builder。
前置条件
- 必须有已完善的 Profile（
profiles/<名>/六维基本填好）。若 Profile 缺失或大面积[待补充]，先让用户跑skill-profile-builder，不要在信息不全时硬诊断。
输入
| 项 | 必需 | 说明 |
|---|---|---|
| 画像名 | 是 | 指向 profiles/<名>/ |
| 近期内容数据 | 否 | 近 10-30 条内容的标题/题材/曝光/互动（有则诊断更准；无则基于 Profile + 追问） |
| 具体困惑 | 否 | 如"播放上不去""是不是被限流了" |
输出
一份诊断报告 + 分阶段行动清单：
- 五维诊断（每维：现状 → 证据 → 结论），见 diagnosis-framework.md： 垂直度 / 定位清晰度 / 限流降权信号 / 流量池阶段 / 内容-受众匹配。
- 病因→证据→处方：每个问题都要三段式，不给空泛建议。
- 分阶段起号意见：按当前所处阶段（0-500 / 500-5k / 5k-1w / 1w+）给这一档该做什么。
- 发布建议：内容方向优先级、发布节奏、需要补强的能力（可指向下游 SKILL：选题→content-matrix、脚本→video-script、合规→quality-gate 等）。
- 信息缺口 → Plan：诊断依赖但缺失的信息（如没有近期数据），列成 plan 向用户提问，不要编造数据下结论。
执行步骤
- 读 Profile 六维（identity/style/audience/platforms/preferences/memory），评估完整度。缺口过大 → 建议先跑 profile-builder 并停止。
- 收集近期数据：有用户提供则用；没有则说明"缺数据会影响诊断精度"，并在需要处追问（近期几条内容的题材与互动）。
- 逐维诊断：按 diagnosis-framework.md 的标尺给每一维打现状 + 找证据 + 下结论。限流信号按清单逐项自检。
- 判定流量池阶段：结合粉丝量级 + 近期互动率，定位当前档位。
- 开处方：把诊断出的问题按"病因→证据→处方"组织，处方要具体可执行（不是"多互动"这种废话）。
- 给分阶段动作清单：当前档 + 下一档的关键动作。
- 列信息缺口 plan：把不确定、需用户确认或补数据的点做成清单，交给用户回答后再细化。
- 回流建议：诊断中发现的可复用洞察，建议用户确认后写入
profiles/<名>/memory.md（本 SKILL 不自动改 Profile，只建议）。
Profile 感知
- 有 Profile：全程以该画像的定位/风格/受众/红线为基准做诊断——垂直度是"离该定位有多远"，而非通用标准。
- Profile 不完整：先导向 profile-builder，不硬诊断。
- 诊断结论只建议回写 memory，由用户确认，避免污染画像。
What ships with it
2 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.
- 12d ago First seen · 50 lines · 105 tokens per session scan A d77c6d7f4de6
skill-account-diagnosis is a skill published in the GitHub repository ZJU-REAL/Easel (841 stars, last pushed yesterday), licensed Apache-2.0. It adds 105 tokens to every session and 1,023 once invoked, about $0.0005 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 2026-08-30.
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