Clip Organizer

Clip Organizer

Use this skill to turn 剪藏文件/YYYY-MM-DD/ date folders into a maintained local archive.

The skill is designed for a workflow where Web Collector drops raw Markdown files into date-named inbox folders, and Codex needs to classify them, write a digest, move them into long-term category folders, and delete the processed date folder only after the whole batch succeeds.

Default Workflow

1. Confirm the workspace root.
2. Run python3 scripts/organize_clips.py --workspace "<workspace>" --latest for the newest date folder, or replace --latest with --date YYYY-MM-DD / --all-pending.
3. Start with --dry-run when validating a new batch or after changing rules.
4. Review the printed plan or generated digest summary.
5. Re-run without --dry-run to write:
   • 05-素材收集/clip-digest-YYYYMMDD.md
   • 剪藏文件/.clip-staging/YYYY-MM-DD-manifest.json
6. Ensure the date folder is removed only after every file in that batch was handled successfully.

What The Scripts Do

• scripts/organize_clips.py Main entrypoint. Loads clips from one or more date folders, classifies them, generates the digest, moves files into category folders, and removes the processed date directory on success.
• scripts/classify_clip.py Inspect one Markdown clip and print its inferred category, subcategory, scores, and reasons as JSON.
• scripts/build_digest.py Render a digest Markdown file from a manifest JSON file.
• scripts/common.py Shared parsing, classification, scoring, digest, and path helpers.

Default Workspace Contract

This skill defaults to the current writing workspace:

• Workspace: /Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目
• Input date folders: 剪藏文件/YYYY-MM-DD/*.md
• Digest output: 05-素材收集/clip-digest-YYYYMMDD.md
• Manifest cache: 剪藏文件/.clip-staging/YYYY-MM-DD-manifest.json

Pass --workspace explicitly whenever you use the scripts. Do not hardcode assumptions in the calling prompt when a different workspace is intended.

Classification Rules

Read taxonomy.md before changing routing rules.

The scripts keep the existing top-level folders and only use these extra subfolders:

• 📖 技术教程/知识管理与记忆
• 🔧 工具推荐/开发环境与编程工具
• 📌 其他/待复核异常抓取

Classification order is fixed:

1. Promotion packs, malformed captures, README-like artifacts, or event material
2. Hands-on case studies, build logs, workflow retrospectives, business cases
3. Tutorials, explainers, architecture posts, official deep dives
4. Tools, products, skills, plugins, platforms, resource lists
5. Industry trend or company/market judgment
6. General ideas, commentary, and topic sparks

Digest Rules

Read digest-format.md before changing report structure.

The digest currently contains:

• ## 1. 今日创作建议
• ### 1.1 必须要学习的
• ### 1.2 必须去实践的
• ## 2. 📊 当天收藏总览
• ## 3. 全量收藏清单

The recommendation sections are creator-oriented. Display fields are intentionally compact and currently prefer frontmatter metadata.

The scripts compute creator-facing scores and labels, including:

• learning_score
• execution_score
• topic_fit_score
• creative_priority_score
• creative_value_label

Selection behavior:

• 必须要学习的 prefers clips that are good for concept, framework, and judgment intake
• 必须去实践的 prefers clips that are good for tool testing, workflow replay, and case-study reproduction
• full-list duplicates are collapsed to one main display entry

Commands

python3 scripts/organize_clips.py --workspace "/Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目" --latest
python3 scripts/organize_clips.py --workspace "/Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目" --date 2026-04-07
python3 scripts/organize_clips.py --workspace "/Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目" --all-pending
python3 scripts/organize_clips.py --workspace "/Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目" --date 2026-04-07 --dry-run

Inspect a single clip:

python3 scripts/classify_clip.py --workspace "/Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目" --file "/abs/path/to/file.md"

Rebuild a digest from an existing manifest:

python3 scripts/build_digest.py --workspace "/Users/vigor/Library/CloudStorage/OneDrive-个人/✒️ 文稿项目" --manifest "/abs/path/to/2026-04-07-manifest.json"

Operational Constraints

• Do not modify web-collector itself from this skill.
• Do not delete a date folder if any move, manifest write, or digest write failed.
• Treat duplicate URLs as already archived content. Keep them in the digest with a duplicate marker, but do not create a second long-term copy.
• When a target filename already exists for different content, create a suffixed filename instead of overwriting.
• Prefer --dry-run when you are validating rule changes or a newly discovered date folder.