This release adds 3 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Topics
Summary
AI summaryUpdates Highlights, Install Flow, and Release Notes across a mixed release.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| Feature | Low |
Adds harness-native starter packages for multiple LLM integrations. Adds harness-native starter packages for multiple LLM integrations. Source: llm_adapter@2026-06-05 Confidence: high |
— |
| Feature | Low |
Adds root `skills/` directory as canonical skill source tree. Adds root `skills/` directory as canonical skill source tree. Source: llm_adapter@2026-06-05 Confidence: high |
— |
| Feature | Low |
Adds `scripts/sync-skills.py` and pre-push sync check for skill alignment. Adds `scripts/sync-skills.py` and pre-push sync check for skill alignment. Source: llm_adapter@2026-06-05 Confidence: high |
— |
| Bugfix | Medium |
Corrects PyPI README to match the one‑restart setup path. Corrects PyPI README to match the one‑restart setup path. Source: llm_adapter@2026-06-05 Confidence: low |
— |
| Bugfix | Low |
Updates PyPI README to correctly describe the one‑restart installation flow. Updates PyPI README to correctly describe the one‑restart installation flow. Source: granite4.1:30b@2026-06-05-audit Confidence: low |
— |
| Refactor | Low |
Reframes first‑run docs around starter packages while keeping `skills_install()` for manual use. Reframes first‑run docs around starter packages while keeping `skills_install()` for manual use. Source: llm_adapter@2026-06-05 Confidence: high |
— |
| Refactor | Low |
Updates `c-13-install-and-onboard` to own post‑wiring runtime setup, memory setup, onboarding bootstrap, and provider indexing. Updates `c-13-install-and-onboard` to own post‑wiring runtime setup, memory setup, onboarding bootstrap, and provider indexing. Source: llm_adapter@2026-06-05 Confidence: high |
— |
Full changelog
Agents Remember 2.3.1
This release makes first-run setup package-first: copy the starter package for your harness, wire the MCP server, restart once, then invoke c-13-install-and-onboard. Version 2.3.1 supersedes 2.3.0 by correcting the PyPI-facing MCP package README to match that setup flow.
Highlights
- Added harness-native starter packages for Claude Code, Codex, Cursor, VS Code + Copilot, Antigravity, Hermes, Pi.dev, and OpenClaw.
- Added root
skills/as the canonical skill source tree. - Added
scripts/sync-skills.pyand a pre-push sync check to keep root skills, MCP package data, and harness package skill copies aligned. - Reframed first-run docs around starter packages:
skills_install()remains available for manual maintenance, but copied packages provide initial skills and harness files. - Updated
c-13-install-and-onboardto own the post-wiring runtime setup, memory setup, onboarding bootstrap, and provider indexing.
Install Flow
- Copy the harness starter package from this repo.
- Replace the package placeholders and wire
uvx agents-remember-mcp@latest --config /absolute/path/to/agents-remember-settings.json. - Restart the harness once.
- Invoke
c-13-install-and-onboard.
Release Notes
- 2.3.0 introduced the starter packages and root skills tree.
- 2.3.1 is the published package to use because its PyPI README reflects the new one-restart setup path.
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About Agents Remember
All releases →Related context
Related tools
Earlier breaking changes
- vmcp-v2.9.0 Removed tools direct_closeout_preview and direct_closeout_apply.
- vmcp-v2.0.0 `WorkflowKind` enum drops `heavy` and `heavy-task` values.
- vmcp-v2.0.0 `skills_install` no longer accepts a `layout` input; installer performs flat copy.
- vmcp-v2.0.0 Removed workflows W-01-heavy-task-workflow and W-03-chat-task-workflow.
Beta — feedback welcome: [email protected]