logly/mureo

v0.3.0 Breaking

This release includes 1 breaking change for platform teams planning a safe upgrade.

Published 1mo AI Agents & Assistants

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✓ No known CVEs patched

Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

advertising agentic-ai ai-agents claude-code cli codex

+11 more

cursor facebook-ads gemini-cli google-ads marketing marketing-automation mcp meta-ads model-context-protocol python search-console

Summary

AI summary

Added an evidence‑based learning feedback loop with /learn command and a persistent knowledge base.

Full changelog

Added

Evidence-based learning feedback loop with mureo-learning skill
/learn command for saving diagnostic insights to a persistent knowledge base
ActionLogEntry.metrics_at_action field for recording metrics at action time
ActionLogEntry.observation_due field for scheduling outcome evaluation
Statistical thinking framework: observation windows, minimum sample sizes, evidence lifecycle
Noise guards in all workflow commands to prevent premature optimization
Google Search Console API client with MCP tools
Japanese README (README.ja.md)
Learnable diagnosis skill (mureo-pro-diagnosis)
Structural health checks in workflow commands

Changed

All workflow commands transformed to platform-agnostic orchestration (no hardcoded tool names)
Commands now discover platforms at runtime from STATE.json platforms dict
Search Console and GA4 integrated as data sources across all commands
STATE.json format updated to v2 with multi-platform platforms dict
README rewritten with marketing-focused narrative and natural Japanese

Fixed

Support business-owned pages for Meta Ads Page Access Token
Replace deprecated page post fields (full_picture, type) with attachments subfields
Add business_management OAuth scope for Business Portfolio page access
CONTEXT.md tool count corrected

Breaking Changes

STATE.json format updated to v2 with multi‑platform `platforms` dict

View diff on GitHub

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About logly/mureo

Framework for AI agents (Claude Code, Cursor, Codex, Gemini) to operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.

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