navi_code: fix review findings 1-5 in system prompt ...

- spawn_agent default profile: correct the false "omit profile_id to use
  this developer profile" — omitting profile_id inherits navi_code (the
  parent), not developer; set profile_id explicitly to pick another profile.
- Safety Rules: scope strict confirmation to destructive/irreversible
  operations (rm, delete, wholesale write overwrite, drop table, force-push);
  state explicitly that routine edit/edit_lines do not require confirmation.
- Workflow Understand: soften the hard "start with docs/index.md" to a soft
  "read notes/docs first (see NAVI.md and Documentation sections below)" so
  it no longer conflicts with the NAVI.md-first entry point.
- Documentation: add a branch for projects with no docs/ — propose creating
  one (with user approval) or record in NAVI.md that docs are absent/not
  needed.
- Execution environment: document terminal action="run" for one-off commands
  (tests, git status, lint, py_compile); persistent terminals only for
  long-running processes.

Findings 6 (subagent briefing toolset), 7 (subagent delegation wording),
8 (planning/context-org tools) deferred for later work.

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

navi_code: docs as living spec + NAVI.md hints file ...

Replace the Project knowledge section with two clearer sections:

- Documentation: docs/ is the project's living specification, not just
  human reference — keep it current with code, and for non-trivial changes
  align docs to the intended end state before implementing (docs-first).
- NAVI.md: a lightweight, pointer-shaped hints file at project root (not a
  source of truth) that tells the agent where to look; capped at ~150 lines
  with a defined structure (Project / Commands / Where to start / Docs index
  / Gotchas / Open decisions), kept distinct from docs/ (spec) and memory
  (global cross-project facts).

Instruction-only: the agent reads NAVI.md via filesystem; no auto-inject.
Applies to navi_code only.

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

filesystem: make edit/edit_lines the default, smart_edit a last-resort fallback ...

Agent overused smart_edit (whole-file LLM call, weak context). Rewrite the
FilesystemTool description decision tree so edit (exact text) is the default and
edit_lines (by line numbers) is the deterministic option; smart_edit is reserved
for genuinely semantic changes that cannot be expressed as exact text or line
numbers. Strengthen the old_not_unique hint to steer back to edit/edit_lines
before smart_edit. Add an "Editing policy" section to the navi_code and
developer profile prompts reinforcing the same priority.

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

agent: bounded autonomy — scope boundary + observe-vs-act ...

navi_code had unwanted "free flight": an observe request ("look at a
directory") triggered the full Phase 3 plan with milestones + auto-todo,
and goal_anchoring then drove the agent to finish those steps, climbing
into sibling projects and executing milestone docs it found.

Two toggleable, default-off profile flags (on for navi_code):

- scope_boundary_enabled: injects a standing system message keeping the
  agent within the literally requested scope; forbids acting on
  discovered TODO/roadmap/milestone docs (report only).
- observe_skips_plan_enabled: Phase 1 classifies MODE: observe|act; an
  observe request skips Phase 2/3 — no multi-step plan, no auto-todo, no
  "execute step by step" prompt. The agent just gathers info and answers.
  Independent of force_plan (observe on the first message still skips).

Free flight stays reproducible by flipping both flags off.

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

profiles: add gemma4:12b-it-qat-128k as top-priority model ...

New local QAT model added at the head of the model priority list across
all profiles, so it is preferred first with cloud fallback.

compressor: structured summaries, profile-aware compression, adaptive keep_recent ...

- Replace free-form summary with strict Markdown template (Goal, Active Files,
  Decisions, Completed Work, Pending Work/Todo, Errors, Key Values).
- Keep filesystem/code_exec/terminal tool results and messages with
  is_compression_critical=True verbatim during compression instead of 300-char truncation.
- Make compression profile-aware: AgentProfile gains compression_keep_recent,
  compression_max_tokens, compression_prompt_file. navi_code uses dedicated
  compression prompt and larger keep_recent/max_tokens.
- Adaptive partition_messages(): important turns (user corrections, errors,
  critical tools) survive longer; filler/social turns compress sooner.
- Increase default context_summary_max_tokens from 3000 to 4000.
- Propagate active profile changes to ContextCompressor and SubAgentRunner.

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

Update Navi Code profile: config, prompts, docs, and env example ...

- Sync navi_code profile tools with current codebase (memory, schedule_recall, manage_recall, switch_profile, list_profiles)

- Remove image_view and MCP tools from navi_code; keep local terminal focus

- Update system prompt and persona for terminal-first coding assistant

- Update docs/navi_code.md, docs/profiles.md, docs/config.md for new tool set

- Refresh .env.navi_code.example with current config variables

- Remove stale CLI prototype directories (cli/, navi_code_cli/)

Docs: actualize navi_code tool lists and key_tools ...

- docs/navi_code.md and docs/profiles.md now correctly list native tools,
  MCP navi-web tools, and excluded tools.
- image_view is documented as enabled for the agent (loads and describes
  images for the model, not shown to the user).
- web_search/http_request are documented as MCP navi-web tools, not native
  disabled tools.
- navi/profiles/navi_code/config.json: updated full_description.key_tools to
  match actual resolved tool names.

Tests: 459 passed, 1 skipped.

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

Navi Code: Phase 1 — terminal-first profile, default profile mechanism, env/persona, tests ...

- Add navi_code profile (terminal-first coding assistant)
- Add NAVI_DEFAULT_PROFILE_ID setting and POST /sessions default profile fallback
- Add persona_navi_code.txt and .env.navi_code.example
- Add docs/plan_navi_code.md phased plan
- Update tests to verify default-profile selection in no-auth mode

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