What is it?
HALc implements a 'constructive confrontation' algorithm between multiple LLM agents.
For each request, agents independently frame the problem, propose solutions, challenge competing views, provide evidence, steelman alternatives, and revise their positions. HALc then scores the proposals, selects a decision, and records unresolved dissent and reasoning in a ledger. The goal is to turn disagreement between agents into more robust, transparent, and evidence-driven decisions.
Motivation
Building robust architectures or solving complex problems using single LLM prompts often overlooks edge cases, security hazards, and operational risks. Constructive confrontation introduces a dialectic process where multiple distinct agent personas (e.g. architect, product, security) evaluate, challenge, and score each other's proposals. By aggregating these critiques and performing structured Copeland ranking, HALc filters out fragile concepts and presents the most robust solution as an OpenAI-compatible API response.
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Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.
Snaps are discoverable and installable from the Snap Store, an app store with an audience of millions.
Snap can be installed from the command line. Open the Konsole terminal and enter the following:
sudo apt update
sudo apt install snapd
To install halc, simply use the following command:
sudo snap install halc
Browse and find snaps from the convenience of your desktop using the snap store snap.
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