AutoSci: Skill for Claude Code

/edit

Add or remove raw sources, or update wiki content, per user request.

Trigger

User manual: /edit <user request>

Inputs

User request, for example:

• "Download this paper to raw/papers/"
• "Delete raw/papers/xxx.pdf"
• "Update the SOTA tracker in topics/efficient-llm-adaptation"
• "Add a new variant to concepts/lora"

Outputs

Updated wiki files, index.md, log.md

Steps

STEP 1: Parse User Intent

1. Add raw sources:
   • If the user provides a local path: copy to the corresponding directory under raw/
   • If the user provides an arXiv URL: download to raw/papers/
   • If the user provides a web URL: fetch content with markdownify and save to raw/web/
2. Delete raw sources:
   • Confirm then execute deletion
3. Update wiki:
   • Read the relevant pages and modify content per user instructions

STEP 2: Execute Updates

1. Newly added raw sources can later be incorporated into the wiki via /ingest
2. Direct wiki modifications: update the specified fields/content in specific pages per user instructions
3. When writing forward links, simultaneously write reverse links

STEP 3: Update Navigation

1. EDIT wiki/index.md: update relevant entries
2. APPEND wiki/log.md: ## [{date}] update | {description}

STEP 4: Report

• List all changes made
• Suggest follow-up actions (e.g. ingest newly added raw sources if applicable)

Constraints

• raw/ is read-only for existing files (this skill may add files to raw/, but must not modify existing ones)
• Wiki modifications must follow template structure
• Bidirectional links must be kept in sync