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Get Started Free →yogsoth-ai/atomic-unit-writing
Extract (ACU-style) or freshly author (Nugget-style) a list of atomic content units from a paper, optionally tagged vital/okay for importance. Use this as the first step whenever building a reference set of atomic facts for later recall-checking a summary or abstract against the paper — always precedes atomic-unit-matching.
Passed 19 of 24 test cases with the skill, and 11 of 24 without it.
and 9 more in the full report
10 fixed9 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
While splitting the Vertex DB Schema Documentation, what are the two content unit types produced—one for content directly pulled from text and one for newly drafted items?
| Checked | Without skill | With skill |
|---|---|---|
| Names ACU for extracted content. | Missed | Passed |
| Names Nugget for newly authored content. | Missed | Passed |
The instructions your model reads when the skill loads.
Produces atomic content units — extracted (ACU) or freshly authored (Nugget), optionally importance-tagged. First step of the atomic-unit 3-chain.
Subagent — spawned via spawn-agent skill.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. |
test cases passed, vs 11 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.