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Get Started Free →yogsoth-ai/deep-insight-validity-envelope-construction
Combine multi-axis perturbation data into a multi-dimensional validity description with boundary conditions and interaction effects.
6 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 5 comparable cases; this report requires 8.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
If we perform 1 envelope construction from thermal perturbation data, how many budget units does this consume?
| Checked | Without skill | With skill |
|---|---|---|
| States that 1 envelope construction consumes 1 budget unit. | Missed | Passed |
The instructions your model reads when the skill loads.
Construct the multi-dimensional validity boundary.
Subagent — spawned via subagent-spawning/spawn-agent.
One unit = one envelope construction from perturbation data.
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |
test cases passed with the skill
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