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docs(handover): session 2026-05-18 — RLM bridge, plan remediation, skills update
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‎.sessions/handover-20260518-rlm.md‎

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# Handover: 2026-05-18 (RLM LLM Bridge + Skills Update)
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## Progress Summary
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### Tasks Completed This Session
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| Gitea Issue | Title | GitHub PR | Status |
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|---|---|---|---|
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| #1732 | Converge GitHub and Gitea main histories | direct push | Closed |
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| #1733 | Enforce trust boundary before UMLS `deserialize_unchecked` | #876 | Closed |
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| #1731 | Worktree ownership manifest gate to sweep | #877 | Closed |
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| #1734 | Sessions cluster UTF-8 truncation safety | #878 | Closed |
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| #1735 | Robot search `--fields` output contract | #879 | Closed |
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| #1744 | Wire LlmClient through LlmBridge, replace silent stub | #880 | Closed |
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### Releases
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| Repository | Tag | Contains |
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|---|---|---|
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| terraphim-ai | `v2026.05.18.2` | All 6 PRs above |
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| terraphim-skills | `v1.4.4` | LLM config prerequisites on 3 RLM skills + KG-first ingest pipeline |
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### What's Working
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- **Remote convergence**: Both origin/main and gitea/main at `3f12333aa`, diff empty.
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- **RLM LLM bridge**: `LlmBridge::query()` now delegates to real `LlmClient` when configured, or returns `RlmError::LlmNotConfigured`. Design: RLM does NOT build its own client — the orchestrator injects via `TerraphimRlm::set_llm_client()`.
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- **UMLS safety**: World/group-writable artifacts hard-rejected before `deserialize_unchecked`.
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- **Worktree safety**: `sweep_stale` and `adf-cleanup.sh` require valid `.adf-worktree-manifest.json` before deletion.
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- **Robot fields**: `--fields minimal|summary|custom:` now enforced at serialisation time.
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- **Cluster UTF-8**: Byte-slicing replaced with `char_indices()` for multibyte safety.
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- **Skills published**: `terraphim-rlm` LLM config docs, `kg-rlm-ingest` KG-first pipeline (works without RLM).
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### What's Blocked
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- **#1736 (governance)**: Blocked by CI issues #1714 (`adf/build` clippy failure) and #1715 (`adf/pr-reviewer` never posts status). Workaround: temporarily disabling Gitea status checks before pushes.
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## Technical Context
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```
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terraphim-ai:
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Branch: main
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HEAD: 3f12333aa fix(rlm): wire LlmClient through LlmBridge
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origin: 3f12333aa (identical)
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gitea: 3f12333aa (identical)
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Tag: v2026.05.18.2
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Status: clean
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terraphim-skills:
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Branch: main
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HEAD: c658f29 docs(rlm): add LLM configuration prerequisites
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Tag: v1.4.4
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```
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### Recent Commits (terraphim-ai)
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```
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3f12333aa fix(rlm): wire LlmClient through LlmBridge, replace silent stub Refs #1744
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e56a58707 Merge branch 'main' of https://git.terraphim.cloud/terraphim/terraphim-ai
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82df0d472 docs(handover): session 2026-05-18 plan remediation and RLM review
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6946e3114 Merge remote main; resolve conflict in terraphim_sessions
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8bf828ae3 docs(changelog): add RLM CLI and MCP integration notes
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33340c998 Merge remote-tracking branch 'gitea/main'
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4d077dd60 fix(agent): enforce robot search --fields output contract Refs #1735
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960ab4595 fix(agent): make sessions cluster truncation UTF-8 safe Refs #1734
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```
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### Key Files Changed (terraphim-ai)
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```
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crates/terraphim_rlm/src/llm_bridge.rs — LlmClient field, with_llm_client(), delegate query
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crates/terraphim_rlm/src/rlm.rs — set_llm_client() method
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crates/terraphim_rlm/src/error.rs — LlmNotConfigured variant
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crates/terraphim_rlm/Cargo.toml — llm feature (dep:terraphim_service)
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crates/terraphim_automata/src/medical_artifact.rs — hard error for insecure permissions
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crates/terraphim_orchestrator/src/scope.rs — WorktreeManifest + sweep gate
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crates/terraphim_agent/src/repl/handler.rs — UTF-8 truncation fix
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crates/terraphim_agent/src/robot/output.rs — field filtering
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scripts/adf-setup/adf-cleanup.sh — manifest gate
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scripts/adf-setup/tests/test_adf_cleanup.sh — manifest test support
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```
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### Key Files Changed (terraphim-skills)
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```
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skills/terraphim-rlm/SKILL.md — LLM Configuration section
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skills/deterministic-rlm-review/SKILL.md — Prerequisites section
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skills/kg-rlm-ingest/SKILL.md — KG-first, RLM-last pipeline
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docs/rlm-skills-launch.md — LLM bridge wiring update note
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```
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## Architecture Notes
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### RLM LLM Client Design
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```
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Orchestrator (owns routing/budget/health)
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│
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├─ build_llm_from_role() → LlmClient (Ollama > OpenRouter > proxy)
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│
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└─ rlm.set_llm_client(client)
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│
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└─ LlmBridge::query() → real LLM call or LlmNotConfigured
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```
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RLM does NOT auto-detect providers or read env vars. The orchestrator owns
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the cost-optimisation stack and injects the pre-routed client.
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### kg-rlm-ingest Pipeline (KG-first)
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```
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1. terraphim-agent extract --role <role> "<content>"
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→ Aho-Corasick automata, zero cost, zero latency
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2. If ≥80% matched → proceed to dedupe
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3. If coverage low → rlm_query fallback (budget-gated)
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```
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## Next Session Priorities
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1. **Fix CI blockers #1714/#1715** — unblocks governance issue #1736 and enables normal Gitea merges
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2. **Wire orchestrator → RLM client injection** — `AgentOrchestrator::new()` should call `rlm.set_llm_client()` with its routed client
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3. **RLM CLI `--llm-provider` flag** — for development/standalone use, expose provider selection
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4. **terraphim-skills local config** — populate `model` and `max_budget_usd` in `~/.config/terraphim/skills/*.json`
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5. **New issues #1742/#1743** — hybrid search and intelligent grep research

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