Agent skill

spi-parallel-verify

Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.

majiayu000534★ · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill spi-parallel-verify --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 1 KB
Bundled scripts: none
Path: skills/analysis/spi-parallel-verify/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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."

What's inside
Steps it walks through
  1. Inputs
  2. Workflow
  3. Commands (music-topos)
  4. Acceptance
  5. Report fields
  6. Example prompt
Ships with 1 file
  • metadata.json
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About this skill
What does the spi-parallel-verify skill do?

Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill spi-parallel-verify --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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