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Takes raw input (text or file), classifies it along 5 Signal dimensions (Mode, Genre, Type, Format, Structure), routes it to the correct node(s), writes signal files, indexes in SQLite with FTS5, records in episodic memory, and feeds SICA learning patterns. Rejects signals with S/N < 0.3.
Passed 14 of 18 test cases with the skill, and 3 of 18 without it.
and 24 more in the full report
15 fixed2 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
Write the terminal command to process `archive/retrospective.txt` using Elixir mix tooling inside the engine directory, classifying it as a transcript and titling it 'Sprint 4 Retrospective'.
| Checked | Without skill | With skill |
|---|---|---|
| Uses mix optimal.ingest | Missed | Passed |
| Includes --file archive/retrospective.txt | Missed | Passed |
| Includes --genre transcript and --title Sprint 4 Retrospective | Missed | Passed |
The instructions your model reads when the skill loads.
Ingest a signal into the OptimalOS knowledge base.
Auto-classifies S=(M,G,T,F,W), routes to node(s), writes signal file, indexes in SQLite FTS5, extracts entities, builds graph edges, records in episodic memory. Rejects signals with S/N < 0.3.
/ingest "Ed called about pricing, wants $2K per seat"
/ingest "Sales team closed the enterprise deal" --genre note
/ingest --file path/to/notes.md --genre transcript --title "Team Sync"
| Flag | Description | Default |
|---|---|---|
--genre | Force genre (note, transcript, decision-log, etc.) | Auto-detect |
--title | Override auto-generated title | From content |
--file | Ingest from file instead of inline text | — |
--node | Force routing to specific node | Auto-route |
cd engine && mix optimal.ingest "content" --genre note
cd engine && mix optimal.ingest --file path.md --genre transcript --title "Title"
The engine automatically handles indexing and cross-referencing. You still need to:
test cases passed, vs 3 / 18 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.