Skill Learn: Track trial and error. Agents save failed attempts and compile working skill chains organically over time.
Hermes allows agents to track their own trial and error processes. Instead of just trying and failing, agents can store each attempt as a node, record the failure reason, and iterate until they find a successful "skill chain."
Vectors fail at hard reasoning. When an agent uses this topology, relations become deterministic traversing rules rather than fuzzy distance metrics. Ensure onde agent --sync is running when modifying nodes manually to keep the CRDT journal perfectly aligned.
[agent-os] ~ /hermes-world├── schema.md├── attempts/│ ├── attempt-01.md│ └── attempt-02.md│├── failss/│ ├── fails-01.md│ └── fails-02.md│├── reasons/│ ├── reason-01.md│ └── reason-02.md│├── tweakss/│ ├── tweaks-01.md│ └── tweaks-02.md│├── skills/│ ├── skill-01.md│ └── skill-02.md