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Tactic: Compile the feeding plan into an ARA via the external compiler, then run Level-2 rigor review over it
Passed 20 of 22 test cases with the skill, and 4 of 22 without it.
and 23 more in the full report
18 fixed4 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the primary action performed in step 1 of the compile-and-review workflow when processing the Athena feeding plan?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies packaging the feeding plan into compiler $ARGUMENTS. | Missed | Passed |
| The response specifies invoking ara-compile. | Missed | Passed |
The instructions your model reads when the skill loads.
Key question: 把投喂计划编译成一份内部一致的 ARA,并做认识论审查。
Skill load ara-compile —— 把投喂计划整理成 compiler 的 $ARGUMENTS
(路径 + 标主干 + 大方向约束 + --output ../ara/),一次 inline 跑 compiler,
得 ../ara/(Seal Level 1 已过)。Skill load ara-rigor-review —— 对 ../ara/ 跑 rigor-reviewer 的 Level 2
六维审查,得 ara/level2_report.json,透传给用户。整条链是一次性前向流,不是自动迭代循环。D5 低分由用户决定是否回
context-review 补打捞。
ara/(完整 ARA)+ ara/level2_report.json。
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| ara-compile | SOP: Turn the feeding plan into the compiler's $ARGUMENTS and run the external ARA compiler once inline to produce ../ara/ |
| ara-rigor-review | SOP: Run the external ARA rigor-reviewer (Seal Level 2, six-dimension semantic review) over ../ara/ and pass its level2_report.json to the user |
test cases passed, vs 4 / 22 without
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