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Ingest

ASecurity

Turn whatever the human has — a PDF, a link, a DOI, a screenshot of a citation — into raw/ sources this project can compile.

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  • Added September 2, 2026
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Scanned September 20, 2026

npx -y skills add Misaka16384/magi --skill ingest --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: ingest
description: "Turn whatever the human has — a PDF, a link, a DOI, a screenshot of a citation — into raw/ sources this project can compile."
commands:
  ingest: "Ingest papers, articles and notes into raw/."
origin: magi
---

# ingest

## When to use
Anything new is arriving: files in `inbox/`, a link or DOI in the chat, a
citation the human read out.

## Method
1. Files already in `inbox/`, or a path you were given: `magi ingest auto` —
   it routes by type and finalizes. Stop here unless it refuses. (A run that
   skipped cleanup: `magi ingest finalize <the file> --project-dir .`.)
2. A link, DOI, arXiv id or citation: identify it first — that step needs you,
   not the pipeline. `magi ingest url "<id>" --expect "<title fragment>" --go`
   fetches it and lands what came through unflagged; anything flagged → step 3.
3. `magi ingest review` lists what is waiting. Show its findings to the human
   before committing — surface `identity-mismatch`, `figure-count-mismatch`
   and `image-path-not-portable` every time: the file is not what its name says.
   `math-damage` counts formulas that will fail `magi math check`: say the number.
4. Once the human has seen the list: `magi ingest review --approve-all` (or
   `--item <id> --decision approve` per row), then `magi ingest review --commit`.
5. After a batch: `magi math check --json` — a `$$` that lost its pair swallows
   the paragraph after it and is still valid LaTeX. Work the list with `tidy`;
   papers from an older arXiv-HTML ingest first get `magi math repair --dry-run`.

## Rules
- **Never** transcribe pages through vision because a converter failed: it costs
  one sub-agent call per page. Not until a person has said yes; 10 at once.
- **Never** commit a batch the human has not seen the findings for.
- A converter that exits non-zero: report its stderr and stop. An unreadable
  file: name it and carry on. Report **partial** work as partial — "9 of 12".
- Which project a source belongs to is never your guess: when it is
  ambiguous, stop and ask. Collect the questions the work you delegated
  could not ask (Invariant 4) and put them all at once.

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