SKILL verified MIT Self-run

User Corpus Explorer

Name: User Corpus Explorer
Availability: InStock
Author: woodfishhhh

skill-woodfishhhh-ez-math-model-user-corpus-explorer · by woodfishhhh

Use near the end of EZ_math_model intake when external/user-corpus contains user-provided papers, notes, PDFs, datasets, or examples that should become a local AGENTS.md reference index.

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Install

$ agentstack add skill-woodfishhhh-ez-math-model-user-corpus-explorer

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

✓ Prompt-injection patterns
✓ Secret / credential exfiltration
✓ Dangerous shell & filesystem operations
✓ Untrusted network calls
✓ Known-malicious package signatures

What it can access

✓ Network access No
✓ Filesystem access No
✓ Shell / process execution No
✓ Environment & secrets No
✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed

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○ 4mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →

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About

user-corpus-explorer — 用户资料库索引

何时使用

external/user-corpus/ 存在用户自带参考材料。
pipeline 00 对该域决策不是 skip。
pipeline 01 intake 结束前需要生成用户资料索引。

设计原则

由 subagent 执行，不污染主对话上下文。
每次覆盖生成 external/user-corpus/AGENTS.md。
失败不打断主 pipeline。
不上传全文到外部服务。

扫描范围

递归扫描 external/user-corpus/，跳过：

.gitkeep
README.md
AGENTS.md
.corpus_index.json
.git/、.cache/、以 . 开头的目录
大于 200MB 的文件只记录路径和大小

读取策略

| 扩展名 | 策略 | |---|---| | .md .txt | 读全文，超长读首尾 | | .pdf | MinerU → pdf → pdfplumber，长文仅读首 15 页和末 5 页 | | .docx | docx 提取文本 | | .html | Jina Reader 或 BeautifulSoup | | 图片 | 视觉描述 | | 其他二进制 | 只记录元信息 |

输出

生成：

external/user-corpus/AGENTS.md
external/user-corpus/.corpus_index.json

AGENTS.md 包含 inventory、per-file index、cross-cutting topics、recommendations、limitations。

下游衔接

modeler 必读 recommendations，并在 modeling_plan.md 标注参考来源。
writer 可优先把 corpus 中可验证 DOI 的论文列入参考候选。
coder 不直接读 corpus，除非 modeler 在计划中转述其方法。

失败诊断

| 情况 | 处理 | |---|---| | corpus 目录为空 | 写空索引，pipeline 继续 | | 单文件读取失败 | 在 limitations 记录 | | MinerU 不可用 | 降级 pdf → pdfplumber | | 总耗时超过 5 分钟 | 写已完成索引，剩余标 unread |

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Author: woodfishhhh
Source: woodfishhhh/EZmath_model
License: MIT

Install and usage instructions live in the source repository linked above.

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Versions

v0.1.0 Imported from the upstream source.