self-consistency-reasoner SKILL.md skillA
self-consistency-reasoner from brunob54/superpowers-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add brunob54/superpowers-orchestrator/self-consistency-reasoner@git:20260310.08464c0Pins git:20260310.08464c0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- brunob54/superpowers-orchestrator
- Path
skills/self-consistency-reasoner/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260310.08464c0, committed Mar 10, 2026
- Size
- 4,215 bytes
- Repository stars
- 3
- License
- MIT
Internal reasoning technique invoked by systematic-debugging and verification-before-completion for high-stakes multi-step inference. Generates N independent reasoning paths and takes majority vote to surface confident-but-wrong single-chain failures. DO NOT invoke independently — this skill is embedded in the skills that need it.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Self-Consistency Reasoner A structured reasoning technique based on the Self-Consistency method (Wang et al., ICLR 2023). **Core idea**: Complex problems often have multiple valid paths to the correct answer. Incorrect reasoning, even when confident-sounding, tends to scatter across different wrong answers. By generating N independent reasoning paths and taking majority vote, we reliably surface the correct answer and get a built-in confidence signal for free. --- ## When This Fires This skill is invoked internally by: - **systematic-debugging** — during root cause hypothesis generation (Phase 3) - **verification-before-completion** — during evidence evaluation It fires when: - The reasoning requires 3+ non-trivial steps - A single reasoning chain could make a wrong assumption or logical error - The answer has a **fixed answer set** (a root cause, yes/no, a specific conclusion) - Being wrong has real cost (wrong diagnosis wastes edits; false "done" wastes review cycles) --- ## How Many Paths to Generate Scale paths to difficulty: | Problem Type | Paths | |---|---| | Binary verification (does this evidence prove the claim?) | 3 paths | …
Read the whole file at its exact version.
How to install
mdr add brunob54/superpowers-orchestrator/self-consistency-reasoner@sha256:a3e692de44faee8cThe line at the top of this page pins the label git:20260310.08464c0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zmfurppk6wvrttmr)
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Versions
The registry has recorded 1 version of this file, committed on Mar 10, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4215 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
brunob54/superpowers-orchestrator · 3 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zmfurppk6wvrttmr GET https://markdownregistry.com/api/v1/resolve?ref=brunob54/superpowers-orchestrator/self-consistency-reasoner GET https://markdownregistry.com/api/v1/blob/a3e692de44faee8c1a0f95a546ddcbb920fb20a41e9bb9eecc87801f7a5a3d5d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.