deterministic-core
Skill9 starsChanged 4 months agoLicence not identifiedView on GitHub
Keep any consequential output path reproducible bit-for-bit and tamper-evident — no floats in the decision path, canonical typed serialization, SHA-256 sealing, and a determinism check. Use this whenever you build or review code that produces a verdict, score, decision, risk number, classification, or any result that will be audited, sealed, hashed, or relied on as evidence; whenever a hash changes between runs and shouldn't; whenever floating-point arithmetic sits anywhere near a result that must be exactly reproducible; and whenever someone says "reproducible", "deterministic", "seal", "chain of custody", "bit-for-bit", or "Daubert". Push to use this even when the user only says "scoring", "the decision logic", or "why does the output differ between machines".
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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