# Cadence Starter + Approval Guard — AI snapshot
Source: https://tools.launchllama.co/products/cadence-starter-approval-guard
Generated: 2026-10-19T05:10:00.637Z

Name: Cadence Starter + Approval Guard
Short description: For developers: Cadence Starter + Approval Guard blocks stale pipeline approvals by fingerprinting reviewed files so automated work never runs on changed inputs.
Website: https://noxytree.github.io/cadence-starter/
Categories: Automation, Developer Tools, Productivity
Listing type: community
Upvotes on Launch Llama: 2
Listed since: 2026-07-18
Featured (paid) listing: no

## Full description
Cadence Starter + Approval Guard are two complete local Python source tools for content-bound approval gates. They fingerprint the exact files a reviewer approved, recompute manifests before downstream work, and block the pipeline when inputs were added, changed, deleted or renamed. Includes 72 files, 31 passing tests, docs, examples, JSON output and CI-safe exit codes. Runs on Python 3.10+ with no AI account, hosted service, telemetry or subscription. Try the free runnable sample first; buy the standalone 10-file guard or the full two-tool source bundle with instant Ko-fi delivery.

## Notes for agents
- This snapshot is generated on request from live Launch Llama data — always current.
- Full catalog search / details via REST or MCP: https://tools.launchllama.co/developers
- Human page: https://tools.launchllama.co/products/cadence-starter-approval-guard