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 AISEE-LAB/aisee-plugin --skill aisee-change-plangit clone --depth 1 https://github.com/AISEE-LAB/aisee-pluginWrote 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/aisee-lab/aisee-plugin/aisee-change-plan)<a href="https://agentmods.dev/skills/aisee-lab/aisee-plugin/aisee-change-plan"><img src="https://agentmods.dev/badge/skills/aisee-lab/aisee-plugin/aisee-change-plan/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/aisee-lab/aisee-plugin/aisee-change-plan"><img src="https://agentmods.dev/badge/skills/aisee-lab/aisee-plugin/aisee-change-plan.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00087 | $0.01828 |
| Opus 5 | $0.00044 | $0.00914 |
| Sonnet 5 | $0.00017 | $0.00366 |
| Haiku 4.5 | $0.00009 | $0.00183 |
Grade A, and why
aisee:change-plan 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 8d 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 — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
aisee:change-plan — OpenSpec Change 边界规划
将已确认需求、轻量修复、技术调研或项目事实映射为边界清晰、可独立交付的 OpenSpec changes。每个输出 change 都应足够小,可以用 /opsx:new 创建,并在实现前按所选 schema 的 artifact 顺序补齐内容。
职责边界
本 skill 负责:
- 选择每个 change 的 schema。
- 在输出
/opsx:new前检查项目当前 schema 来源:change metadata、openspec/config.yaml、项目内openspec/schemas/或 OpenSpec 默认spec-driven。 - 规划 change 边界、依赖顺序和并行关系。
- 使用 Mermaid 语法块输出依赖顺序和并行关系,作为长期可读性 contract。
- 输出 source-map seed,仅当所选 schema 生成
source-map.md。 - 输出可复制的
/opsx:new "<change>" --schema <schema>命令,并把它视为后续 author 的 schema metadata 合同。 - 保存 change plan 到
aisee/docs/change-plan/。
上游如果存在 design-spec、design-assets、spec-migrate、reflect 或 hw:* 输入,只能按需作为边界线索使用;它们不是默认新功能 happy path 的必经节点。
本 skill 不负责:
- 重新做业务模块划分或重新生成需求。
- 把 SRS 模块名、页面类型、技术层、schema artifact 或实施任务直接当作 change。
- 为上游对象分配额外编号状态。
- 生成或补齐任何 change artifact 正文。
- 默认优先使用项目当前 schema;项目没有额外约束时回落到官方
spec-driven。
输入
用户提供以下任意一种输入:
- 原始需求描述。
- ticket / issue 引用。
- 既有需求文档路径,包括
aisee:srs输出的 SRS。 - 可选配套输入:
aisee:spec-migrate、aisee:design-spec、aisee:design-assets。
可选参数:
--strategy vertical|risk|parallel,默认vertical。--granularity fine|medium|coarse,默认medium。--schema auto|<name>,默认auto。--max-changes <N>,默认8。--single-if-small。
Reference Loading
只按需读取 references,不要一次性展开全部文件:
- 先读
references/input-boundary-rules.md。 - schema 不明确时读
references/schema-selection-rules.md。 - 划分多个 changes 或依赖复杂时读
references/change-boundary-algorithm.md。 - 只有所选 schema 生成
source-map.md时读references/source-map-rules.md。 - 最终写文件前读
references/output-template.md。
阶段 1 — 读取项目上下文
静默收集输入和项目事实:
cat <input-file-path> 2>/dev/null || echo "File not found"
cat openspec/config.yaml 2>/dev/null || echo "No config found"
openspec list --json 2>/dev/null || ls openspec/changes/ 2>/dev/null || echo "No existing changes found"
ls openspec/changes/archive/ 2>/dev/null | head -20
cat AGENTS.md 2>/dev/null | head -120
AGENTS.md 是主入口;CLAUDE.md 只作为旧项目兼容 fallback,不主动作为新项目上下文读取。
What ships with it
7 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.
- 8d ago First seen · 136 lines · 87 tokens per session scan A 09dc1f31d727
aisee:change-plan is a skill published in the GitHub repository AISEE-LAB/aisee-plugin (11 stars, last pushed 2mo ago), licensed MIT. It adds 87 tokens to every session and 1,828 once invoked, about $0.0004 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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