Skip to main content

Quantum Reasoning Skill

PyPI
npm
License

I built this because I noticed that most AI reasoning goes like this:

  1. Here's a plausible answer
  2. Let me justify it
  3. Done

That's backwards. Real thinking explores multiple paths, tests them against evidence, and only commits when the alternatives have been genuinely eliminated.

This skill forces that process. It keeps multiple hypotheses alive, assigns them probabilities based on actual evidence (not just "sounds good"), and collapses to a conclusion only when one path is clearly better supported than the rest.

The protocol

  1. Frame the problem - what do we actually know vs. assume?
  2. Open branches - generate genuinely different approaches, not paraphrases
  3. Evaluate independently - each branch gets judged on evidence, not eloquence
  4. Cross-check - branches that reach the same conclusion independently get boosted
  5. Prune and revive - kill contradicted paths, but keep dormant ones that might come back
  6. Collapse - only when one answer is clearly better than the rest

Why "quantum"?

It's a metaphor, not a claim about actual quantum computing. The idea is to keep possibilities in superposition until measurement (evidence) forces a collapse. Most AI systems measure too early.

Documentation

License

MIT.

Release files for quantum-reasoning-skill 1.0.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for quantum-reasoning-skill 1.0.1
File Size Uploaded
quantum_reasoning_skill-1.0.1.tar.gz 30.3 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for quantum-reasoning-skill 1.0.1
File Interpreter ABI Platform
quantum_reasoning_skill-1.0.1-py3-none-any.whl Python 3 none any Details

Total release size: 33.7 kB

Release files / quantum_reasoning_skill-1.0.1.tar.gz

Download URL quantum_reasoning_skill-1.0.1.tar.gz
Size 30.3 kB
Tags Source
SHA-256 checksum
How to use checksums
43df0c752e8f4d4974f30070061b5bb7f48d18bcea0cf3519ada8c2d0d979e84
BLAKE2b-256 checksum
How to use checksums
47a915316195f9bbf0886a5a0a81507b996ba60df19c2d905e8f175af5bcc14d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / quantum_reasoning_skill-1.0.1-py3-none-any.whl

Download URL quantum_reasoning_skill-1.0.1-py3-none-any.whl
Size 3.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
c98b900f7ffb35ade18c278cec4df8f87a16df2b14c05331cecef50e9dce924d
BLAKE2b-256 checksum
How to use checksums
cd27b6b20378796912e8cdcee288f642a424ac655b19ebd13c03ed1c7b039e32
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

1.0.1 This release

2 release files

1.0.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page