docs: remove NLU from v1.0 scope

- Remove Claude API integration and intent parsing (04-02-PLAN)
- REQ-08 (conversational queries) moved to out of scope
- Phase 4 renamed from "Logs & Intelligence" to "Logs" (complete)
- v1.0 now focuses on keyword-based container control

Simple substring matching works well for container management.
NLU adds complexity without proportional value for v1.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

.planning/STATE.md

@@ -2,16 +2,16 @@
 
 ## Project Reference
 
-**Building:** Conversational Telegram bot for Docker container management on Unraid
-**Core Value:** Investigate and control containers from your phone through natural conversation
+**Building:** Telegram bot for Docker container management on Unraid
+**Core Value:** Control containers from your phone via simple keyword commands
 
 ## Current Position
 
-- **Milestone:** v1.0 — Conversational Docker Control
-- **Phase:** 4 of 5 — Logs & Intelligence (IN PROGRESS)
-- **Plan:** 1 of 2 executed
-- **Status:** Phase 4 in progress - container log retrieval complete
-- **Last activity:** 2026-01-30 - Completed 04-01-PLAN.md (container log retrieval)
+- **Milestone:** v1.0 — Docker Control via Telegram
+- **Phase:** 4 of 5 — Logs (COMPLETE)
+- **Plan:** 1 of 1 executed
+- **Status:** Phase 4 complete - ready for Phase 5
+- **Last activity:** 2026-01-31 - Removed NLU from scope, Phase 4 complete
 
 ## Progress
 
@@ -19,10 +19,10 @@
 Phase 1: Foundation         [██████████] Complete (2/2 plans)
 Phase 2: Docker Integration [██████████] Complete (2/2 plans)
 Phase 3: Container Actions  [██████████] Complete (4/4 plans)
-Phase 4: Logs & Intelligence[█████░░░░░] In progress (1/2 plans)
+Phase 4: Logs               [██████████] Complete (1/1 plans)
 Phase 5: Polish & Deploy    [░░░░░░░░░░] Not started
 
-Overall: [███████░░░] 70%
+Overall: [████████░░] 80%
 ```
 
 ## Recent Decisions
@@ -54,6 +54,7 @@ Overall: [███████░░░] 70%
 | Binary stream header via charCodeAt | Docker multiplexed stream uses byte 0 values 1/2, strip 8 bytes | 2026-01-30 |
 | Default 50 lines, cap at 1000 | Balance between useful context and Telegram limits | 2026-01-30 |
 | Truncate at 3800 chars | Telegram limit is 4096, leave room for header and formatting | 2026-01-30 |
+| Remove NLU from v1.0 | Simple keyword matching sufficient, Claude API adds complexity | 2026-01-31 |
 
 ## Pending Todos
 
@@ -65,11 +66,10 @@ Overall: [███████░░░] 70%
 
 ## Session Continuity
 
-- **Last session:** 2026-01-30
-- **Stopped at:** Phase 4 checkpoint verification (04-02 Claude Intent Parsing)
-- **Resume file:** `.planning/phases/04-logs-intelligence/.continue-here.md`
-- **Next step:** Complete checkpoint verification, then run phase verifier
-- **Resume command:** `/gsd:resume-work`
+- **Last session:** 2026-01-31
+- **Stopped at:** Scope change - removed NLU from v1.0
+- **Next step:** Start Phase 5 (Polish & Deploy)
+- **Resume command:** `/gsd:plan-phase 5`
 
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 *Auto-maintained by GSD workflow*