More cribbing from hermes:
they have a curator process that helps manage that separately, and a couple neat things
/journey — a playable timeline of everything Hermes has learned about you — The CLI and TUI gained /journey, a learning timeline that shows the memories and skills Hermes has accumulated over time — and you can edit or delete any of them right from the view.
Skill bundles — / loads multiple skills at once — A skill bundle is a named group of skills that loads them all together with one slash command. Set up your "writing day" bundle (humanizer + ideation + obsidian + youtube-content) and /writing-day activates all four for the session.
◆ Autonomous Curator (hermes curator) — Hermes now maintains its own skill library. A background agent runs every 7 days on the gateway's cron ticker, grades your skills against a rubric, consolidates related ones, prunes the dead, and writes per-run reports to logs/curator/REPORT.md. Archived skills are classified consolidated-vs-pruned via model + heuristic. Unified under auxiliary.curator — pick its model in hermes model, manage it from the dashboard. hermes curator status shows most-used and least-used skills so you can see what's earning its spot.
◆ Self-Improvement Loop — substantially upgraded — The background review fork that decides what memories and skills to save is now class-first (rubric-based grading, not hand-wavy), active-update biased (prefers the skill the agent just loaded), handles references/ and templates/ sub-files, and properly inherits the parent's live provider + model + credentials. Restricted to memory + skills toolsets so it can't sprawl. Memory providers shut down cleanly. This is the engine behind Hermes getting better the longer you use it — and it's meaningfully sharper in v0.12.
More cribbing from hermes:
they have a curator process that helps manage that separately, and a couple neat things
/journey — a playable timeline of everything Hermes has learned about you — The CLI and TUI gained /journey, a learning timeline that shows the memories and skills Hermes has accumulated over time — and you can edit or delete any of them right from the view.
Skill bundles — / loads multiple skills at once — A skill bundle is a named group of skills that loads them all together with one slash command. Set up your "writing day" bundle (humanizer + ideation + obsidian + youtube-content) and /writing-day activates all four for the session.
◆ Autonomous Curator (hermes curator) — Hermes now maintains its own skill library. A background agent runs every 7 days on the gateway's cron ticker, grades your skills against a rubric, consolidates related ones, prunes the dead, and writes per-run reports to logs/curator/REPORT.md. Archived skills are classified consolidated-vs-pruned via model + heuristic. Unified under auxiliary.curator — pick its model in hermes model, manage it from the dashboard. hermes curator status shows most-used and least-used skills so you can see what's earning its spot.
◆ Self-Improvement Loop — substantially upgraded — The background review fork that decides what memories and skills to save is now class-first (rubric-based grading, not hand-wavy), active-update biased (prefers the skill the agent just loaded), handles references/ and templates/ sub-files, and properly inherits the parent's live provider + model + credentials. Restricted to memory + skills toolsets so it can't sprawl. Memory providers shut down cleanly. This is the engine behind Hermes getting better the longer you use it — and it's meaningfully sharper in v0.12.