bambu-studio-ai
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Multi-agent validation framework (v0.5.0). Deterministic pre-screen + 4 independent AI critics evaluate artifacts (documents, configs, code, research) against rubrics with evidence-grounded findings. Supports batch validation and cross-artifact consistency checks.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install dacervera/quorum打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
⚠️ BOUNDARY DOCUMENT: Before modifying, publishing, or releasing any Quorum code, config, or documentation, read and follow
portfolio/research-infrastructure/VALIDATOR-QUORUM-BOUNDARY.md. This file defines the Validator (internal) / Quorum (public) boundary, what graduates and what stays proprietary, and CKMS naming conventions. No exceptions.
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.
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>
research-synthesis — Research reports, literature reviews, technical analysesagent-config — Agent configurations, YAML specs, system promptsquick — 2 critics (correctness, completeness) + pre-screen, ~5-10 minstandard — 4 critics (+ security, code_hygiene) + pre-screen, ~15-30 min (default)thorough — all 4 shipped critics + pre-screen, ~30-60 minAll depth profiles include the deterministic pre-screen (10 checks: credentials, PII, syntax errors, broken links, TODOs, and more) before any LLM critic runs.
# 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 ./m...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# Quorum — Multi-Agent Validation > **⚠️ BOUNDARY DOCUMENT:** Before modifying, publishing, or releasing any Quorum code, config, or documentation, read and follow `portfolio/research-infrastructure/VALIDATOR-QUORUM-BOUNDARY.md`. This file defines the Validator (internal) / Quorum (public) boundary, what graduates and what stays proprietary, and CKMS naming conventions. No exceptions. 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: ```bash git clone https://github.com/SharedIntellect/quorum.git cd quorum/reference-implementation pip install -r requirements.txt ``` Run a quorum check on any file: ```bash python -m quorum.cli run --target <path-to-artifact> --rubric <rubric-name> ``` ### Built-in Rubrics - `research-synthesis` — Research reports, literature reviews, technical analyses - `agent-config` — Agent configurations, YAML specs, system prompts ### Depth Profiles - `quick` — 2 critics (correctness, completeness) + pre-screen, ~5-10 min - `standard` — 4 critics (+ security, code_hygiene) + pre-screen, ~15-30 min (default) - `thorough` — all 4 shipped critics + pre-screen, ~30-60 min 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 ```bash # 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 ./m...
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