tibet-forge 0.5.0

From vibe code to trusted tool. Automatic TIBET provenance, bloat detection, duplicate checking, and trust scoring.

tibet-forge

Zero-friction provenance. Built-in trust.

Turn any Python project into a certified, auditable tool with one command. Cryptographic provenance baked in, not bolted on.

Quick Start

pip install tibet-forge

tibet-forge certify ./my-project

╔════════════════════════════════════════════════════════╗
║         Humotica Trust Score: 87/100 (B+)              ║
║         ✓ CERTIFIED                                     ║
╚════════════════════════════════════════════════════════╝

Badge markdown:
[![Humotica Trust Score](https://img.shields.io/badge/...)]

What You Get

Trust Scoring

Gamified quality metrics. See exactly where your code stands:

Humotica Trust Score: 87/100 (B+)
├── Code Quality: 85/100 (weight: 25%)
├── Security: 95/100 (weight: 25%)
├── Efficiency: 80/100 (weight: 20%)
├── Uniqueness: 70/100 (weight: 15%)
└── Provenance: 100/100 (weight: 15%)

Zero-Friction Provenance

TIBET audit trails injected automatically. Every function call tracked, every decision logged:

# Your code stays clean
def login(user, password):
    ...

# tibet-forge adds provenance invisibly
@tibet_audit(action="login", erachter="User authentication")
def login(user, password):
    ...

Hyper-Optimized Execution

Bloat detection powered by AST analysis. Know exactly what's slowing you down:

Efficiency Analysis:
  ✓ No heavy dependencies detected
  • Consider: httpx instead of requests (3x faster, async-native)
  • Unused import: 'os' in utils.py

Smart Deduplication

Intent hashing finds existing tools that do what you're building:

Similar Projects Found:
  • rapid-rag (65% similar)
    Production-ready RAG with TIBET integration
    https://pypi.org/project/rapid-rag/

Commands

# Full certification with badge
tibet-forge certify .

# Quick scan
tibet-forge scan .

# Just the score
tibet-forge score .

# Preview TIBET injection
tibet-forge wrap --dry-run .

# Initialize config
tibet-forge init

Trust Score Components

Component	Weight	Measures
Code Quality	25%	README, tests, docs, types
Security	25%	No vulns, no hardcoded secrets
Efficiency	20%	No bloat, minimal dependencies
Uniqueness	15%	Novel contribution, not reinventing
Provenance	15%	TIBET integration, audit readiness

The Badge

Projects scoring 70+ earn the Humotica Trust badge:

Configuration

Create tibet-forge.json:

{
  "name": "my-project",
  "scan_bloat": true,
  "scan_duplicates": true,
  "scan_security": true,
  "auto_wrap": true,
  "min_score_for_badge": 70
}

Or in pyproject.toml:

[tool.tibet-forge]
scan_bloat = true
min_score_for_badge = 70

Why "Forge"?

Raw code goes in. Trusted tool comes out.

Like a blacksmith's forge - heat, hammer, harden. Your vibe code becomes production steel.

Part of the Humotica Suite

Package	Focus
tibet-core	Provenance foundation
rapid-rag	RAG in 3 lines
oomllama	Smart LLM routing
tibet-forge	Zero-friction certification

License

MIT - Humotica