quark-agent

Git for AI agents. Cognitive fingerprinting CLI for Quark-AI.

pip install quark-agent

Quickstart

quark init                                       # initialize repo
quark login                                      # authenticate

quark snapshot --agent gpt-4o \
  --prompt "You are a customer support agent"    # capture a fossil

quark list                                       # list fossils

quark diff abc12345 def67890                     # compare two versions

quark restore abc12345 --to behavior_v1.md       # export behavior card

How it works

Each quark snapshot runs your agent description through 7 calibrated cognitive probes and captures the behavioral fingerprint — its reasoning patterns, invariants, and stability score — as an immutable fossil.

quark snapshot --agent my_agent --prompt "…"
  │
  ├─ 7 probes: direct · rephrased · abstract · concrete
  │            adversarial · minimal · contextual
  │
  ├─ Embedding matrix (7 × 256) → cosine similarity
  │
  ├─ stability_score σ   (0 → 1, higher = more consistent)
  ├─ behavioral_invariants  (persistent patterns)
  ├─ cognitive_signature    (fingerprint string)
  └─ sensitive_zones        (instability hotspots)

Commands

CI integration

# .github/workflows/quark.yml
- name: Snapshot agent
  env:
    QUARK_TOKEN: ${{ secrets.QUARK_TOKEN }}
    QUARK_API_URL: https://quark-ai.cordee.ovh
  run: |
    pip install quark-agent
    quark snapshot \
      --agent "${{ github.repository }}" \
      --prompt-file system_prompt.txt \
      --tag "${{ github.ref_name }}" \
      --json > fossil.json

Options

All options can be set via env vars:

Built on Quark-AI — infrastructure de fossiles cognitifs.