Competitive Analysis — Autonomous Protocol

AGENT-33 generates competitive analyses on demand rather than storing static snapshots.

Triggering Analysis

# Analyze a specific competitor
agent33 intake https://github.com/org/competitor-repo

# Regenerate the full competitive landscape
agent33 analyze --competitive

Methodology

1. Repo Intake — Clone the target repository and generate a structured dossier covering orchestration, state model, tooling, observability, and extensibility (see docs/self-improvement/intake-protocol.md).
2. Feature Extraction — Capture orchestration primitive, state model, safety/governance, tooling protocol, observability, and productization posture for cross-repo comparison.
3. Gap Analysis — Compare against AGENT-33's current feature set.
4. Improvement Proposals — Generate actionable proposals for each identified gap.
5. Summary — Produce a dated summary stored in engine memory.

Output Locations