Backend adapters (~8.3K) are mostly mechanical API glue.
Core runtime is ~25K lines (22K Go core + 3K compiled tools).
KDE adds another ~15.7K. The interesting logic is concentrated.
The feed file was documented but never used by any frontend
or script. The observer agent pattern was never adopted.
- Remove feed.go, FeedWrite, ConsumeFeed
- Remove WatchFeed constant
- Remove feed file from 9P namespace
- Remove ConsumeFeed goroutine spawns from session
- Update docs (architecture-9p, architecture-ide, architecture, usage)
The event stream now covers real-time observation patterns better.
The event stream with filtering replaces statewait:
- echo filter | rdwrs event
Removed:
- statewait file from agent namespace
- All non-historical references in docs and code
The state file remains for simple polling reads.
- AGENTS.md: simplified architecture description
- architecture-9p.md: examples use event stream with filtering
- usage.md: o tui and wiring examples use rdwrs event
Drop the OLLIE_KF5 CMake option and the entire Qt5/KF5 build branch;
delete KF5-only assets (99-ollie-kf5.sh, ollie-actions-kf5.desktop);
collapse all QT_VERSION_MAJOR and KTEXTEDITOR_VERSION_MAJOR conditionals
to the KF6 path in the KRunner, Kate, KIO, and GUI sources; update
Makefile, README, and docs. Verified: KF6 configure + full build of
ollie-gui, krunner_ollie, ollie_kate, kio_ollie.
Add semantic skill matching using all-MiniLM-L6-v2 sentence embeddings.
Skills are automatically injected into user turns based on relevance.
New packages:
- embedding: ONNX-based text embedding with MiniLM model
- skills: skill discovery, embedding cache, and semantic matching
Integration:
- InitSkillIndex called at startup in fs.NewRoot
- matchSkills called per-turn in executeTurn
- Matched skills injected in <context> block alongside user prompts
Makefile:
- install-models target downloads model and ONNX runtime
- Model files stored in ~/.local/share/ollie/models/
Config:
- Threshold: 0.2 cosine similarity
- Limit: 3 skills per turn
- Skill dirs: ~/.kiro/skills (user), ~/.config/ollie/skills (installed)
Add peer/ directory to each agent's 9P namespace. Agents communicate
by writing to peer/{name}, which delivers to the target's prompt handler.
Only declared peers can be messaged — the directory is the ACL.
Implementation:
- Agent struct: peers map + AddPeer/RemovePeer/Peers methods
- fs/spec.go: peer/ Each node (write-only entries), peeradd/peerdel/peers ctl commands
- Bidirectional: peeradd A on B also adds B on A
- Peers constrained to same session
- Persisted with session state (PersistedAgent.Peers field)
- peeradd/peerdel trigger immediate session save
Docs updated: system_prompt.md, AGENTS.md, README.md, architecture-9p.md,
architecture-core.md, architecture.md, usage.md.
Levi Neely
Ollie Agent