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Caliber scores, auto-generates AI agent configs
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REDDIT · REDDIT// 12d agoOPENSOURCE RELEASE

Caliber scores, auto-generates AI agent configs

Caliber is an open-source CLI that scans a repo and generates fresh AI context files like CLAUDE.md, .cursor/rules, AGENTS.md, and MCP configs. It also scores the setup from 0 to 100 so teams can spot stale or missing instructions before their agents drift.

// ANALYSIS

This is the kind of unglamorous AI infra that actually compounds: not another prompt template, but a way to keep context from rotting. If Caliber stays accurate across real codebases, it could become the linting layer for agent instructions.

  • The 0-100 score is the wedge, because it turns stale-context anxiety into a deterministic audit.
  • Support for Claude Code, Cursor, Codex, OpenCode, and Copilot makes it useful across teams instead of trapping them in one assistant.
  • The review, diff, backup, and undo flow is what makes auto-regeneration safe enough for real repos.
  • The local-first angle is smart for model runners and private codebases, where keeping code on-machine matters.
  • Hitting 250 stars suggests the pain point is real, not just novelty.
// TAGS
calibercliagentmcpai-codingopen-source

DISCOVERED

12d ago

2026-03-30

PUBLISHED

12d ago

2026-03-30

RELEVANCE

8/ 10

AUTHOR

Substantial-Cost-429