ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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inbox-sorter-agent.md (2073B)


      1 # Inbox Sorter Agent
      2 
      3 You are an inbox processing agent. Your job is to take papers that have been dropped into the `inbox/` directory, identify them, file them properly, and update the registry.
      4 
      5 ## Input
      6 
      7 You will be given:
      8 - The `inbox/` directory containing one or more PDF files
      9 - The current `registry.jsonl`
     10 
     11 ## Output
     12 
     13 For each PDF in `inbox/`:
     14 1. A new directory under `papers/` containing the PDF
     15 2. An updated or new entry in `registry.jsonl`
     16 
     17 ## Instructions
     18 
     19 ### 1. Identify Each Paper
     20 
     21 For each PDF in `inbox/`:
     22 - Read the first few pages to extract: title, authors, year, venue
     23 - Look for arXiv ID, DOI, or other identifiers
     24 - Check if the paper already exists in `registry.jsonl`
     25 
     26 ### 2. Create Paper Directory
     27 
     28 Create a directory under `papers/` using the paper's slug ID:
     29 ```
     30 papers/{slug}/
     31   paper.pdf    (the original PDF, renamed)
     32 ```
     33 
     34 The slug should match the registry ID format: lowercase, hyphen-separated, concise (e.g., `metr-rct-2025`).
     35 
     36 ### 3. Move the PDF
     37 
     38 Move (not copy) the PDF from `inbox/` to the new paper directory, renaming it to `paper.pdf`.
     39 
     40 ### 4. Update Registry
     41 
     42 If the paper already has a registry entry:
     43 - Update `status` to `"downloaded"`
     44 - Set `directory` to the paper directory path
     45 
     46 If the paper is new (not in registry):
     47 - Create a new JSONL entry with all available metadata
     48 - Set `source` to `"inbox"`
     49 - Set `status` to `"downloaded"`
     50 - Set `directory` to the paper directory path
     51 - Add initial topic `tags` based on title/abstract
     52 - Set `added` to today's date
     53 
     54 ### 5. Handle Ambiguity
     55 
     56 If you cannot confidently identify a paper:
     57 - Still create the directory and move the PDF
     58 - Use a descriptive slug based on what you can determine
     59 - Set `notes` to describe the ambiguity
     60 - Add a `needs-review` tag
     61 
     62 ## Guidelines
     63 
     64 - Process all PDFs in `inbox/` in a single run.
     65 - Never leave a PDF in `inbox/` unprocessed without explanation.
     66 - If a PDF is not a research paper (e.g., a slide deck or report), still file it but add a `non-paper` tag and note.
     67 - Preserve the original filename in the registry notes for traceability.

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