GB-Power-Market-JJ caixu-ingest-materials

Import Personal Documents. Use when the user wants to import a local directory or explicit files into 材序 at the ingest stage, including “导入一批材料”“先把这个目录吃进去”“先建立可继续建库的解析上下文”. Prefer caixu-skill when the user asks for the full end-to-end mainline or is unsure which stage to run. This skill creates or loads a library, starts an ingest pipeline run, lets the agent choose per-file routes over low-level OCR and parser tools, persists ParsedFile records, and hands off library_id plus run_id to build-asset-library. Do not use it for asset extraction, lifecycle judgment, package building, or submission.

install

source · Clone the upstream repo

git clone https://github.com/GeorgeDoors888/GB-Power-Market-JJ

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/GeorgeDoors888/GB-Power-Market-JJ "$T" && mkdir -p ~/.claude/skills && cp -r "$T/openclaw-skills/skills/angjustinl/asset-library-skill/caixu-ingest-materials" ~/.claude/skills/georgedoors888-gb-power-market-jj-caixu-ingest-materials && rm -rf "$T"

OpenClaw · Install into ~/.openclaw/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/GeorgeDoors888/GB-Power-Market-JJ "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/openclaw-skills/skills/angjustinl/asset-library-skill/caixu-ingest-materials" ~/.openclaw/skills/georgedoors888-gb-power-market-jj-caixu-ingest-materials && rm -rf "$T"

manifest: openclaw-skills/skills/angjustinl/asset-library-skill/caixu-ingest-materials/SKILL.md

source content

Import Personal Documents

在用户要“导入一批材料”“先把这个目录吃进去”“先建立可继续建库的解析上下文”时使用这个 skill。

Quick flow

创建或加载
```
library_id
```
，再创建
```
ingest
```
pipeline run
调
```
list_local_files
```
，让 agent 为每个文件选择 route
调低层工具提取文本，归一化成
```
ParsedFile
```
，写入
```
upsert_parsed_files
```

Required tools

```
caixu-data-mcp.create_or_load_library
```
```
caixu-data-mcp.create_pipeline_run
```
```
caixu-ocr-mcp.list_local_files
```
```
caixu-ocr-mcp.read_local_text_file
```
```
caixu-ocr-mcp.extract_parser_text
```
```
caixu-ocr-mcp.extract_visual_text
```
```
caixu-ocr-mcp.render_pdf_pages
```
```
caixu-data-mcp.upsert_parsed_files
```
```
caixu-data-mcp.append_pipeline_step
```
```
caixu-data-mcp.complete_pipeline_run
```

Required input

```
input_root
```
or explicit local files
```
library_id?
```
```
owner_hint?
```

Workflow

如果上下文里没有
```
library_id
```
，先调
```
create_or_load_library
```
。
创建
```
ingest
```
run；之后每个关键动作都要追加 step。

先用

list_local_files

展开目录，再让 agent 为每个文件选择

text | parser_lite | parser_export | ocr | vlm | skip

。

只调低层工具，不自己做 OCR/Parser 大一统封装。
把成功结果归一化成
```
ParsedFile
```
，再统一写入
```
upsert_parsed_files
```
。

结束时完成 pipeline run，并返回单个

ToolResult

风格结果，至少包含：

```
data.library_id
```
```
data.run_id
```
```
data.file_ids
```
```
data.parsed_count
```
```
data.failed_count
```
```
data.warning_count
```
```
data.skipped_count
```
```
data.parsed_files
```
```
data.failed_files
```
```
data.warning_files
```
```
data.skipped_files
```

成功或部分成功时，推荐下一步
```
build-asset-library
```
。

Guardrails

不要发明文件内容、OCR 结果、issuer、date 或任何资产字段。
不要把目录路径直接当文件列表使用；必须先
```
list_local_files
```
。
这是 ingest skill，不负责
```
asset_card
```
抽取、归并、生命周期判断、打包或提交。
单文件失败不能阻断成功文件；但 route 决策失败必须明确记 step 与结构化错误。
如果 route 决策连续失败，允许 pipeline 保守回退到
```
suggested_route
```
，但必须留下 step 和 warning。
低价值或不支持格式应走
```
skip
```
，不要硬塞进 parser/OCR。
如果低层提取成功但
```
upsert_parsed_files
```
失败，返回结构化存储错误，并停止推荐下一步。