Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub Β· Developer Tools
Quorum
Multi-agent validation framework. Spawns independent AI critics to evaluate artifacts (documents, configs, code, research) against rubrics with evidence-grou...
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Multi-agent validation framework. Spawns independent AI critics to evaluate artifacts (documents, configs, code, research) against rubrics with evidence-grou...
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- CLAUDE.md, CONTRIBUTING.md, README.md, SHIPPING.md, SKILL.md, SPEC.md
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- Version
- 0.7.3
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Documentation
Quorum β Multi-Agent Validation
Quorum validates AI agent outputs by spawning multiple independent critics that evaluate artifacts against rubrics. Every criticism must cite evidence. You get a structured verdict.
Quick Start
Clone the repository and install: git clone https://github.com/SharedIntellect/quorum.git cd quorum/reference-implementation pip install -r requirements.txt Run a quorum check on any file: python -m quorum.cli run --target <path-to-artifact> --rubric <rubric-name>
Built-in Rubrics
research-synthesis β Research reports, literature reviews, technical analyses agent-config β Agent configurations, YAML specs, system prompts python-code β Python source files (25 criteria, PC-001βPC-025; auto-detected on .py files)
Depth Profiles
quick β 2 critics (correctness, completeness) + pre-screen, ~5-10 min standard β 4 active (correctness, completeness, security + tester) + pre-screen, ~15-30 min (default) thorough β 5 active (+ code_hygiene) + pre-screen + fix loops, ~30-60 min β Cross-Consistency requires --relationships flag with a relationships manifest. All depth profiles include the deterministic pre-screen (10 checks: credentials, PII, syntax errors, broken links, TODOs, and more) before any LLM critic runs.
Examples
# Validate a research report quorum run --target my-report.md --rubric research-synthesis # Quick check (faster, fewer critics) quorum run --target my-report.md --rubric research-synthesis --depth quick # Batch: validate all markdown files in a directory quorum run --target ./docs/ --pattern "*.md" --rubric research-synthesis # Cross-artifact consistency check quorum run --target ./src/ --relationships quorum-relationships.yaml --depth standard # Use a custom rubric quorum run --target my-spec.md --rubric ./my-rubric.json # List available rubrics quorum rubrics list # Initialize config interactively quorum config init
Configuration
On first run, Quorum prompts for your preferred models and writes quorum-config.yaml. You can also create it manually: models: tier_1: anthropic/claude-sonnet-4-6 # Judgment roles tier_2: anthropic/claude-sonnet-4-6 # Evaluation roles depth: standard Set your API key: export ANTHROPIC_API_KEY=sk-ant-... # or export OPENAI_API_KEY=sk-...
Output
Quorum produces a structured verdict: PASS β No significant issues found PASS_WITH_NOTES β Minor issues, artifact is usable REVISE β High/critical issues that need rework before proceeding REJECT β Unfixable problems; restart required Exit codes: 0 = PASS/PASS_WITH_NOTES, 1 = error, 2 = REVISE/REJECT. Each finding includes: severity (CRITICAL/HIGH/MEDIUM/LOW), evidence citations pointing to specific locations in the artifact, and remediation suggestions. The run directory contains prescreen.json, per-critic finding JSONs, verdict.json, and a human-readable report.md.
More Information
SPEC.md β Full architectural specification MODEL_REQUIREMENTS.md β Supported models and tiers CONFIG_REFERENCE.md β All configuration options FOR_BEGINNERS.md β New to agent validation? Start here βοΈ LICENSE β Not part of the operational specification above. This file is part of Quorum. Copyright 2026 SharedIntellect. MIT License. See LICENSE for full terms.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
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Package contents
Included in package
6 Docs
- SKILL.md
- CLAUDE.md
- CONTRIBUTING.md
- README.md
- SHIPPING.md
- SPEC.md