spi-parallel-verify
Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.
Best use case
spi-parallel-verify is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.
Teams using spi-parallel-verify should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/spi-parallel-verify/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How spi-parallel-verify Compares
| Feature / Agent | spi-parallel-verify | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# SPI Parallel Verify Use when validating that parallel, shuffled, or split execution yields identical results. ## Inputs - seed, indices, precision - sources (optional): splitmix_ternary, xoroshiro_3color, gay_mcp ## Workflow 1. Compute ordered, reversed, shuffled results. 2. Compute parallel split if available. 3. Compare at fixed precision or via hex. 4. Validate GF(3) per triplet. 5. Emit a deterministic report. ## Commands (music-topos) - `just spi-verify` - `just spi-gf3-parallel` - `ruby -I lib -r splitmix_ternary -e "require 'json'; puts JSON.pretty_generate(SplitMixTernary.prove_out_of_order)"` ## Acceptance - ordered == reversed == shuffled - parallel == sequential - gf3_ok == true - avoid float truncation of RNG state ## Report fields - seed, indices, all_equal, parallel_ok, gf3_ok, precision ## Example prompt "Verify SPI and GF(3) for 3-stream triads at seed 0x42D and report determinism."
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