OPEN_SOURCE ↗
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