update readme.md

 # oh-my-codex agent: analyst
 # oh-my-codex agent: analyst
 name = "analyst"
 name = "analyst"
 description = "Requirements clarity, acceptance criteria, hidden constraints"
 description = "Requirements clarity, acceptance criteria, hidden constraints"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "medium"
 model_reasoning_effort = "medium"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -168,5 +167,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: frontier
 - model_class: frontier
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

@@ -2,7 +2,6 @@
 name = "architect"
 name = "architect"
 description = "System design, boundaries, interfaces, long-horizon tradeoffs"
 description = "System design, boundaries, interfaces, long-horizon tradeoffs"
 model = "gpt-5.4-mini"
 model = "gpt-5.4-mini"
-model_provider = "my-local-llm"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>

 # oh-my-codex agent: code-reviewer
 # oh-my-codex agent: code-reviewer
 name = "code-reviewer"
 name = "code-reviewer"
 description = "Comprehensive review across all concerns"
 description = "Comprehensive review across all concerns"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -172,5 +171,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: frontier
 - model_class: frontier
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: code-simplifier
 # oh-my-codex agent: code-simplifier
 name = "code-simplifier"
 name = "code-simplifier"
 description = "Simplifies recently modified code for clarity and consistency without changing behavior"
 description = "Simplifies recently modified code for clarity and consistency without changing behavior"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -164,5 +163,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: frontier
 - model_class: frontier
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: critic
 # oh-my-codex agent: critic
 name = "critic"
 name = "critic"
 description = "Plan/design critical challenge and review"
 description = "Plan/design critical challenge and review"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -113,5 +112,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: frontier
 - model_class: frontier
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: debugger
 # oh-my-codex agent: debugger
 name = "debugger"
 name = "debugger"
 description = "Root-cause analysis, regression isolation, failure diagnosis"
 description = "Root-cause analysis, regression isolation, failure diagnosis"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -149,5 +148,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: standard
 - model_class: standard
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: dependency-expert
 # oh-my-codex agent: dependency-expert
 name = "dependency-expert"
 name = "dependency-expert"
 description = "External SDK/API/package evaluation"
 description = "External SDK/API/package evaluation"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -162,5 +161,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: standard
 - model_class: standard
 - routing_role: specialist
 - routing_role: specialist
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: designer
 # oh-my-codex agent: designer
 name = "designer"
 name = "designer"
 description = "UX/UI architecture, interaction design"
 description = "UX/UI architecture, interaction design"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -158,5 +157,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: standard
 - model_class: standard
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: executor
 # oh-my-codex agent: executor
 name = "executor"
 name = "executor"
 description = "Code implementation, refactoring, feature work"
 description = "Code implementation, refactoring, feature work"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "medium"
 model_reasoning_effort = "medium"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -140,5 +139,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: standard
 - model_class: standard
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

@@ -2,7 +2,6 @@
 name = "explore"
 name = "explore"
 description = "Fast codebase search and file/symbol mapping"
 description = "Fast codebase search and file/symbol mapping"
 model = "gpt-5.3-codex-spark"
 model = "gpt-5.3-codex-spark"
-model_provider = "my-local-llm"
 model_reasoning_effort = "low"
 model_reasoning_effort = "low"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>

 # oh-my-codex agent: git-master
 # oh-my-codex agent: git-master
 name = "git-master"
 name = "git-master"
 description = "Commit strategy, history hygiene, rebasing"
 description = "Commit strategy, history hygiene, rebasing"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -146,5 +145,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: standard
 - model_class: standard
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

@@ -2,7 +2,6 @@
 name = "planner"
 name = "planner"
 description = "Task sequencing, execution plans, risk flags"
 description = "Task sequencing, execution plans, risk flags"
 model = "gpt-5.4-mini"
 model = "gpt-5.4-mini"
-model_provider = "my-local-llm"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>

 # oh-my-codex agent: prometheus-strict-metis
 # oh-my-codex agent: prometheus-strict-metis
 name = "prometheus-strict-metis"
 name = "prometheus-strict-metis"
 description = "Prometheus Strict requirements interviewer and ambiguity mapper"
 description = "Prometheus Strict requirements interviewer and ambiguity mapper"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -301,5 +300,5 @@ This role is tuned for frontier-class models.
 - model_class: frontier
 - model_class: frontier
 - routing_role: leader
 - routing_role: leader
 - native_subagent_delegation: allowed
 - native_subagent_delegation: allowed
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: prometheus-strict-momus
 # oh-my-codex agent: prometheus-strict-momus
 name = "prometheus-strict-momus"
 name = "prometheus-strict-momus"
 description = "Prometheus Strict adversarial plan critic and risk challenger"
 description = "Prometheus Strict adversarial plan critic and risk challenger"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -115,5 +114,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: frontier
 - model_class: frontier
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: prometheus-strict-oracle
 # oh-my-codex agent: prometheus-strict-oracle
 name = "prometheus-strict-oracle"
 name = "prometheus-strict-oracle"
 description = "Prometheus Strict implementation readiness verifier and handoff judge"
 description = "Prometheus Strict implementation readiness verifier and handoff judge"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -140,5 +139,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: standard
 - model_class: standard
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

@@ -2,7 +2,6 @@
 name = "researcher"
 name = "researcher"
 description = "External documentation and reference research"
 description = "External documentation and reference research"
 model = "gpt-5.4-mini"
 model = "gpt-5.4-mini"
-model_provider = "my-local-llm"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>

 # oh-my-codex agent: scholastic
 # oh-my-codex agent: scholastic
 name = "scholastic"
 name = "scholastic"
 description = "Ontology-first reasoning reviewer: category mistakes, hidden assumptions, modality separation, scholastic critique, and minimal-repair proposals"
 description = "Ontology-first reasoning reviewer: category mistakes, hidden assumptions, modality separation, scholastic critique, and minimal-repair proposals"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 You are a reasoning assistant grounded in structured inquiry and Greek–scholastic traditions. When responding:
 You are a reasoning assistant grounded in structured inquiry and Greek–scholastic traditions. When responding:
@@ -44,5 +43,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: frontier
 - model_class: frontier
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: team-executor
 # oh-my-codex agent: team-executor
 name = "team-executor"
 name = "team-executor"
 description = "Supervised team execution for conservative delivery lanes"
 description = "Supervised team execution for conservative delivery lanes"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "medium"
 model_reasoning_effort = "medium"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -89,5 +88,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: frontier
 - model_class: frontier
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: test-engineer
 # oh-my-codex agent: test-engineer
 name = "test-engineer"
 name = "test-engineer"
 description = "Test strategy, coverage, flaky-test hardening"
 description = "Test strategy, coverage, flaky-test hardening"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "medium"
 model_reasoning_effort = "medium"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -162,5 +161,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: deep-worker
 - posture: deep-worker
 - model_class: frontier
 - model_class: frontier
 - routing_role: executor
 - routing_role: executor
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: verifier
 # oh-my-codex agent: verifier
 name = "verifier"
 name = "verifier"
 description = "Completion evidence, claim validation, test adequacy"
 description = "Completion evidence, claim validation, test adequacy"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -118,5 +117,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: frontier-orchestrator
 - posture: frontier-orchestrator
 - model_class: standard
 - model_class: standard
 - routing_role: leader
 - routing_role: leader
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: vision
 # oh-my-codex agent: vision
 name = "vision"
 name = "vision"
 description = "Image/screenshot/diagram analysis"
 description = "Image/screenshot/diagram analysis"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "low"
 model_reasoning_effort = "low"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -130,5 +129,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: fast-lane
 - posture: fast-lane
 - model_class: frontier
 - model_class: frontier
 - routing_role: specialist
 - routing_role: specialist
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

 # oh-my-codex agent: writer
 # oh-my-codex agent: writer
 name = "writer"
 name = "writer"
 description = "Documentation, migration notes, user guidance"
 description = "Documentation, migration notes, user guidance"
-model = "gpt-5.4"
-model_provider = "my-local-llm"
+model = "gpt-5.5"
 model_reasoning_effort = "high"
 model_reasoning_effort = "high"
 developer_instructions = """
 developer_instructions = """
 <identity>
 <identity>
@@ -141,5 +140,5 @@ Use local tools; report missing specialist coverage to the leader.
 - posture: fast-lane
 - posture: fast-lane
 - model_class: standard
 - model_class: standard
 - routing_role: specialist
 - routing_role: specialist
-- resolved_model: gpt-5.4
+- resolved_model: gpt-5.5
 """
 """

@@ -71,10 +71,11 @@ Delegates to the `code-reviewer` and `architect` agents in parallel for a two-la
 
 
 Do not self-review as a fallback. If the `code-reviewer` or `architect` agent path is missing, unavailable, skipped, or fails, emit a clear unavailable-review result and block approval until the independent lane evidence exists.
 Do not self-review as a fallback. If the `code-reviewer` or `architect` agent path is missing, unavailable, skipped, or fails, emit a clear unavailable-review result and block approval until the independent lane evidence exists.
 
 
+Respect the user's current model and reasoning/effort selection when launching review lanes. Do not pass `model` or `reasoning_effort` overrides in the review-lane task calls unless the user explicitly asks for review-specific overrides; omitting them lets native subagents inherit the active session settings.
+
 ```
 ```
 task(
 task(
   agent_type="code-reviewer",
   agent_type="code-reviewer",
-  reasoning_effort="xhigh",
   prompt="CODE REVIEW TASK
   prompt="CODE REVIEW TASK
 
 
 Review code changes for quality, security, and maintainability.
 Review code changes for quality, security, and maintainability.
@@ -100,7 +101,6 @@ Output: Code review report with:
 
 
 task(
 task(
   agent_type="architect",
   agent_type="architect",
-  reasoning_effort="xhigh",
   prompt="ARCHITECTURE / DEVIL'S-ADVOCATE REVIEW TASK
   prompt="ARCHITECTURE / DEVIL'S-ADVOCATE REVIEW TASK
 
 
 Review the same code changes from the architecture/tradeoff perspective.
 Review the same code changes from the architecture/tradeoff perspective.

@@ -51,6 +51,11 @@ If no flag is provided, use **Standard**.
 - Gather codebase facts via `explore` before asking user about internals
 - Gather codebase facts via `explore` before asking user about internals
 - `omx explore` is deprecated. Use normal repository inspection tools/subagents for simple read-only brownfield fact gathering; use `omx sparkshell` only for explicit shell-native read-only evidence, and keep ambiguous or non-shell-only investigation on the richer normal path.
 - `omx explore` is deprecated. Use normal repository inspection tools/subagents for simple read-only brownfield fact gathering; use `omx sparkshell` only for explicit shell-native read-only evidence, and keep ambiguous or non-shell-only investigation on the richer normal path.
 - Always run a preflight context intake before the first interview question
 - Always run a preflight context intake before the first interview question
+- For brownfield work, preflight must include doc/context grounding before user-facing questions: inspect applicable `AGENTS.md` files, README/getting-started docs, relevant `docs/` contracts/plans/ADRs, existing `.omx/context/` snapshots, and any project-local glossary/context files such as `CONTEXT.md` or `CONTEXT-MAP.md` when present.
+- Treat existing repo language as evidence, not authority: if the user uses a fuzzy, overloaded, or conflicting term, surface the specific doc/code wording and ask which meaning should govern before implementation.
+- Cross-check user claims about current behavior against code or documented contracts when discoverable. If docs and code disagree, ask a confirmation question that names both sources instead of silently choosing one.
+- Use scenario-based edge-case grilling when relationships, boundaries, or handoff behavior are unclear: invent one concrete scenario that stresses the ambiguous boundary, then ask one focused question about the expected outcome.
+- Durable docs, glossary, ADR, or memory updates are opt-in and public-safe only. Deep-interview may recommend such updates in the handoff summary, but must not automatically create or dump public docs from interview transcripts unless the user explicitly chooses that as in-scope.
 - If initial context is oversized or would exceed the prompt budget, do not paste or forward the raw payload into interview prompts; request and record a prompt-safe initial-context summary first
 - If initial context is oversized or would exceed the prompt budget, do not paste or forward the raw payload into interview prompts; request and record a prompt-safe initial-context summary first
 - The oversized initial-context summary gate is blocking: wait for the concise summary before ambiguity scoring, crystallizing artifacts, or any downstream execution handoff
 - The oversized initial-context summary gate is blocking: wait for the concise summary before ambiguity scoring, crystallizing artifacts, or any downstream execution handoff
 - The summary must preserve goals, constraints, success criteria, non-goals, decision boundaries, and references to any full source documents so downstream consumers receive a prompt-safe but faithful context
 - The summary must preserve goals, constraints, success criteria, non-goals, decision boundaries, and references to any full source documents so downstream consumers receive a prompt-safe but faithful context
@@ -97,8 +102,15 @@ If no flag is provided, use **Standard**.
    - Unknowns/open questions
    - Unknowns/open questions
    - Decision-boundary unknowns
    - Decision-boundary unknowns
    - Likely codebase touchpoints
    - Likely codebase touchpoints
+   - Relevant repo docs/rules/context inspected
+   - Terminology or doc/code conflicts found
    - Prompt-safe initial-context summary status (`not_needed`, `needed`, or `recorded`)
    - Prompt-safe initial-context summary status (`not_needed`, `needed`, or `recorded`)
-5. Save snapshot to `.omx/context/{slug}-{timestamp}.md` (UTC `YYYYMMDDTHHMMSSZ`) and reference it in mode state.
+5. For brownfield tasks, inspect the applicable documentation/rule surface before the first user-facing round. Prefer exact, nearby sources over broad scans:
+   - governing `AGENTS.md` files and template/runtime instruction surfaces that apply to the touched paths
+   - README/getting-started docs and relevant docs under `docs/`, especially contracts, plans, ADR-like records, and workflow docs
+   - existing `.omx/context/` snapshots, `.omx/specs/`, and planning artifacts relevant to the slug
+   - project-local glossary/context files such as `CONTEXT.md`, `CONTEXT-MAP.md`, or context-specific docs when they exist
+6. Save snapshot to `.omx/context/{slug}-{timestamp}.md` (UTC `YYYYMMDDTHHMMSSZ`) and reference it in mode state.
 
 
 ## Phase 1: Initialize
 ## Phase 1: Initialize
 
 
@@ -137,13 +149,14 @@ If no flag is provided, use **Standard**.
 Repeat until ambiguity `<= threshold`, the pressure pass is complete, the readiness gates are explicit, the user exits with warning, or max rounds are reached. This is a stop condition: below threshold, do not open a new ordinary interview branch.
 Repeat until ambiguity `<= threshold`, the pressure pass is complete, the readiness gates are explicit, the user exits with warning, or max rounds are reached. This is a stop condition: below threshold, do not open a new ordinary interview branch.
 
 
 ### 2a) Generate next question
 ### 2a) Generate next question
-If the initial context is oversized and no prompt-safe summary has been recorded yet, the next question must be only a summary request. Do not score ambiguity, do not run readiness gates, and do not hand off to `$ralplan`, `$autopilot`, `$ralph`, or `$team` until that summary answer is captured.
+If the initial context is oversized and no prompt-safe summary has been recorded yet, the next question must be only a summary request. Do not score ambiguity, do not run readiness gates, and do not hand off to `$ultragoal`, `$ralplan`, `$autopilot`, `$ralph`, or `$team` until that summary answer is captured.
 
 
 Use:
 Use:
 - Original idea
 - Original idea
 - Prior Q&A rounds
 - Prior Q&A rounds
 - Current dimension scores
 - Current dimension scores
 - Brownfield context (if any)
 - Brownfield context (if any)
+- Doc/context grounding notes, including existing terminology, governing rules, and any doc/code mismatch
 - Activated challenge mode injection (Phase 3)
 - Activated challenge mode injection (Phase 3)
 
 
 Target the lowest-scoring dimension, but respect stage priority:
 Target the lowest-scoring dimension, but respect stage priority:
@@ -155,12 +168,21 @@ Follow-up pressure ladder after each answer:
 1. Ask for a concrete example, counterexample, or evidence signal behind the latest claim
 1. Ask for a concrete example, counterexample, or evidence signal behind the latest claim
 2. Probe the hidden assumption, dependency, or belief that makes the claim true
 2. Probe the hidden assumption, dependency, or belief that makes the claim true
 3. Force a boundary or tradeoff: what would you explicitly not do, defer, or reject?
 3. Force a boundary or tradeoff: what would you explicitly not do, defer, or reject?
-4. If the answer still describes symptoms, reframe toward essence / root cause before moving on
+4. Challenge fuzzy or conflicting terms against the repo's documented language and current code behavior
+5. Stress-test the boundary with one concrete scenario or edge case when a relationship or handoff remains ambiguous
+6. If the answer still describes symptoms, reframe toward essence / root cause before moving on
 
 
 Prefer staying on the same thread for multiple rounds when it has the highest leverage. Breadth without pressure is not progress.
 Prefer staying on the same thread for multiple rounds when it has the highest leverage. Breadth without pressure is not progress.
 
 
 Maintain a **Breadth Ledger** across independent ambiguity tracks: scope, constraints, outputs, verification, brownfield integration, and any user-mentioned deliverable tracks. The ledger is a guard, not a mandatory rotation rule: stay deep on the current thread until it has been pressure-tested, then zoom out only when another material track remains unresolved and would change execution.
 Maintain a **Breadth Ledger** across independent ambiguity tracks: scope, constraints, outputs, verification, brownfield integration, and any user-mentioned deliverable tracks. The ledger is a guard, not a mandatory rotation rule: stay deep on the current thread until it has been pressure-tested, then zoom out only when another material track remains unresolved and would change execution.
 
 
+Maintain a **Docs/Terminology Ledger** for brownfield interviews:
+- repo docs/rules/context sources inspected, with path references
+- canonical terms already used by the repo and terms to avoid or disambiguate
+- user terms that conflict with docs or current code behavior
+- doc/code mismatches that require a human decision before implementation
+- optional durable-doc follow-ups that are safe to propose but not auto-apply
+
 Detailed dimensions:
 Detailed dimensions:
 - Intent Clarity — why the user wants this
 - Intent Clarity — why the user wants this
 - Outcome Clarity — what end state they want
 - Outcome Clarity — what end state they want
@@ -306,6 +328,7 @@ Append round result and updated scores via `omx state write --input '<json>' --j
 Use each mode once when applicable. These are normal escalation tools, not rare rescue moves:
 Use each mode once when applicable. These are normal escalation tools, not rare rescue moves:
 
 
 - **Contrarian** (round 2+ or immediately when an answer rests on an untested assumption): challenge core assumptions
 - **Contrarian** (round 2+ or immediately when an answer rests on an untested assumption): challenge core assumptions
+- **Terminologist** (brownfield, whenever a key term is fuzzy, overloaded, or conflicts with repo docs/code): force a canonical meaning against existing project language before implementation
 - **Simplifier** (round 4+ or when scope expands faster than outcome clarity): probe minimal viable scope
 - **Simplifier** (round 4+ or when scope expands faster than outcome clarity): probe minimal viable scope
 - **Ontologist** (round 5+ and ambiguity > 0.25, or when the user keeps describing symptoms): ask for essence-level reframing
 - **Ontologist** (round 5+ and ambiguity > 0.25, or when the user keeps describing symptoms): ask for essence-level reframing
 
 
@@ -336,6 +359,9 @@ Spec should include:
 - Assumptions exposed + resolutions
 - Assumptions exposed + resolutions
 - Pressure-pass findings (which answer was revisited, and what changed)
 - Pressure-pass findings (which answer was revisited, and what changed)
 - Brownfield evidence vs inference notes for any repository-grounded confirmation questions
 - Brownfield evidence vs inference notes for any repository-grounded confirmation questions
+- Docs/Terminology Ledger with inspected repo docs/rules/context, term conflicts, and any doc/code mismatch decisions
+- Scenario/edge-case pressure findings that materially shaped scope or acceptance criteria
+- Optional durable documentation recommendations, explicitly marked opt-in and public-safe; do not include raw private transcript dumps
 - Technical context findings
 - Technical context findings
 - Full or condensed transcript
 - Full or condensed transcript
 
 
@@ -365,11 +391,11 @@ When the clarified task is specifically about `$autoresearch`, or the skill is i
 
 
 ## Phase 5: Execution Bridge
 ## Phase 5: Execution Bridge
 
 
-Present execution options after artifact generation using explicit handoff contracts. Treat the deep-interview spec as the current requirements source of truth and preserve intent, non-goals, decision boundaries, acceptance criteria, and any residual-risk warnings across the handoff.
+Present execution options after artifact generation using explicit handoff contracts. Treat the deep-interview spec as the current requirements source of truth and preserve intent, non-goals, decision boundaries, acceptance criteria, docs/terminology grounding, and any residual-risk warnings across the handoff.
 
 
 ### Goal-mode follow-ups
 ### Goal-mode follow-ups
 
 
-Include these product-facing suggestions when they fit the clarified spec, without removing the existing `$ralplan`, `$autopilot`, `$ralph`, and `$team` handoff options:
+Include these product-facing suggestions when they fit the clarified spec, without removing the existing `$ultragoal`, `$ralplan`, `$autopilot`, `$ralph`, and `$team` handoff options:
 
 
 - **`$ultragoal`** — default goal-mode follow-up for implementation or general goal-oriented follow-up specs that should be converted into durable Codex/OMX goals with sequential completion tracking.
 - **`$ultragoal`** — default goal-mode follow-up for implementation or general goal-oriented follow-up specs that should be converted into durable Codex/OMX goals with sequential completion tracking.
 - **`$autoresearch-goal`** — use when the clarified context is a research project: a research question, reference/literature gathering, evaluator-backed analysis, or professor/critic-style deliverable.
 - **`$autoresearch-goal`** — use when the clarified context is a research project: a research question, reference/literature gathering, evaluator-backed analysis, or professor/critic-style deliverable.
@@ -377,7 +403,16 @@ Include these product-facing suggestions when they fit the clarified spec, witho
 
 
 Recommend `$ultragoal` as the default durable goal-mode follow-up because it supersedes Ralph for goal tracking. Preserve `$team` for coordinated parallel implementation and keep `$ralph` only as an explicit fallback for persistent single-owner execution/verification when the user specifically selects it.
 Recommend `$ultragoal` as the default durable goal-mode follow-up because it supersedes Ralph for goal tracking. Preserve `$team` for coordinated parallel implementation and keep `$ralph` only as an explicit fallback for persistent single-owner execution/verification when the user specifically selects it.
 
 
-### 1. **`$ralplan` (Recommended)**
+### 1. **`$ultragoal` (Default durable execution follow-up)**
+- **Input Artifact:** `.omx/specs/deep-interview-{slug}.md` (optionally accompanied by the transcript/context snapshot for traceability)
+- **Invocation:** `$ultragoal create-goals --brief-file <spec-path>` followed by `$ultragoal complete-goals` in the active execution lane
+- **Consumer Behavior:** Convert the clarified spec into durable goal-mode work. Preserve intent, non-goals, decision boundaries, acceptance criteria, docs/terminology grounding, scenario-pressure findings, and residual-risk warnings as binding story constraints.
+- **Skipped / Already-Satisfied Stages:** Requirement interview, ambiguity clarification, doc/context preflight, and early intent-boundary elicitation
+- **Expected Output:** `.omx/ultragoal/brief.md`, `.omx/ultragoal/goals.json`, `.omx/ultragoal/ledger.jsonl`, implementation evidence, verification evidence, and final cleanup/review-gate evidence
+- **Best When:** The clarified spec is execution-ready or the user explicitly wants durable goal tracking as the next step
+- **Next Recommended Step:** Run the Ultragoal completion loop; launch `$team` only inside an active Ultragoal story when parallel lanes are warranted, and use `$ralph` only as an explicit fallback when the user asks for that legacy persistence mode
+
+### 2. **`$ralplan` (Recommended when architecture/test-shape review is still needed)**
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md` (optionally accompanied by the transcript/context snapshot for traceability)
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md` (optionally accompanied by the transcript/context snapshot for traceability)
 - **Invocation:** `$plan --consensus --direct <spec-path>`
 - **Invocation:** `$plan --consensus --direct <spec-path>`
 - **Consumer Behavior:** Treat the deep-interview spec as the requirements source of truth. Do not repeat the interview by default; refine architecture/feasibility around the clarified intent and boundaries instead.
 - **Consumer Behavior:** Treat the deep-interview spec as the requirements source of truth. Do not repeat the interview by default; refine architecture/feasibility around the clarified intent and boundaries instead.
@@ -386,7 +421,7 @@ Recommend `$ultragoal` as the default durable goal-mode follow-up because it sup
 - **Best When:** Requirements are clear enough to stop interviewing, but architectural validation / consensus planning is still desirable
 - **Best When:** Requirements are clear enough to stop interviewing, but architectural validation / consensus planning is still desirable
 - **Next Recommended Step:** Use the approved planning artifacts with `$ultragoal` as the default durable goal-mode follow-up (optionally with `$team` for parallel lanes); choose `$autoresearch-goal` for research validation or `$performance-goal` for measurable optimization, and use `$ralph` only as an explicit fallback when a narrow single-owner persistence loop is requested
 - **Next Recommended Step:** Use the approved planning artifacts with `$ultragoal` as the default durable goal-mode follow-up (optionally with `$team` for parallel lanes); choose `$autoresearch-goal` for research validation or `$performance-goal` for measurable optimization, and use `$ralph` only as an explicit fallback when a narrow single-owner persistence loop is requested
 
 
-### 2. **`$autopilot`**
+### 3. **`$autopilot`**
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md`
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md`
 - **Invocation:** `$autopilot <spec-path>`
 - **Invocation:** `$autopilot <spec-path>`
 - **Consumer Behavior:** Use the deep-interview spec as the clarified execution brief. Preserve intent, non-goals, decision boundaries, and acceptance criteria as binding context for planning/execution.
 - **Consumer Behavior:** Use the deep-interview spec as the clarified execution brief. Preserve intent, non-goals, decision boundaries, and acceptance criteria as binding context for planning/execution.
@@ -395,7 +430,7 @@ Recommend `$ultragoal` as the default durable goal-mode follow-up because it sup
 - **Best When:** The clarified spec is already strong enough for direct planning + execution without an additional consensus gate
 - **Best When:** The clarified spec is already strong enough for direct planning + execution without an additional consensus gate
 - **Next Recommended Step:** Continue through autopilot's execution/QA/validation flow; if coordination-heavy execution emerges, prefer `$team` under a leader-owned `$ultragoal` ledger, using `$ralph` only as an explicit fallback when a narrow single-owner persistence loop is requested
 - **Next Recommended Step:** Continue through autopilot's execution/QA/validation flow; if coordination-heavy execution emerges, prefer `$team` under a leader-owned `$ultragoal` ledger, using `$ralph` only as an explicit fallback when a narrow single-owner persistence loop is requested
 
 
-### 3. **`$ralph` (Explicit fallback only)**
+### 4. **`$ralph` (Explicit fallback only)**
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md`
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md`
 - **Invocation:** `$ralph <spec-path>`
 - **Invocation:** `$ralph <spec-path>`
 - **Consumer Behavior:** Use the spec's acceptance criteria and boundary constraints as the persistence target. Do not reopen requirements discovery unless the user explicitly asks to refine further.
 - **Consumer Behavior:** Use the spec's acceptance criteria and boundary constraints as the persistence target. Do not reopen requirements discovery unless the user explicitly asks to refine further.
@@ -404,7 +439,7 @@ Recommend `$ultragoal` as the default durable goal-mode follow-up because it sup
 - **Best When:** The user explicitly asks for Ralph's persistent sequential completion pressure; otherwise use `$ultragoal` for durable goal tracking and completion checkpoints
 - **Best When:** The user explicitly asks for Ralph's persistent sequential completion pressure; otherwise use `$ultragoal` for durable goal tracking and completion checkpoints
 - **Next Recommended Step:** If this explicit fallback is selected, continue Ralph's persistence loop; if work expands into coordination-heavy lanes, hand off to `$team` under `$ultragoal` checkpointing rather than promoting Ralph as the next default
 - **Next Recommended Step:** If this explicit fallback is selected, continue Ralph's persistence loop; if work expands into coordination-heavy lanes, hand off to `$team` under `$ultragoal` checkpointing rather than promoting Ralph as the next default
 
 
-### 4. **`$team`**
+### 5. **`$team`**
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md`
 - **Input Artifact:** `.omx/specs/deep-interview-{slug}.md`
 - **Invocation:** `$team <spec-path>`
 - **Invocation:** `$team <spec-path>`
 - **Consumer Behavior:** Treat the spec as shared execution context for coordinated parallel work. Preserve the clarified intent, non-goals, decision boundaries, and acceptance criteria as common lane constraints.
 - **Consumer Behavior:** Treat the spec as shared execution context for coordinated parallel work. Preserve the clarified intent, non-goals, decision boundaries, and acceptance criteria as common lane constraints.
@@ -413,7 +448,7 @@ Recommend `$ultragoal` as the default durable goal-mode follow-up because it sup
 - **Best When:** The task is large, multi-lane, or blocker-sensitive enough to justify coordinated parallel execution instead of a single persistent loop
 - **Best When:** The task is large, multi-lane, or blocker-sensitive enough to justify coordinated parallel execution instead of a single persistent loop
 - **Next Recommended Step:** Follow the team verification path when the coordinated execution phase finishes; checkpoint completion through `$ultragoal` by default, escalating to a separate Ralph loop only when the user explicitly asks for that persistent verification/fix owner
 - **Next Recommended Step:** Follow the team verification path when the coordinated execution phase finishes; checkpoint completion through `$ultragoal` by default, escalating to a separate Ralph loop only when the user explicitly asks for that persistent verification/fix owner
 
 
-### 5. **Refine further**
+### 6. **Refine further**
 - **Input Artifact:** Existing transcript, context snapshot, and current spec draft
 - **Input Artifact:** Existing transcript, context snapshot, and current spec draft
 - **Invocation:** Continue the interview loop
 - **Invocation:** Continue the interview loop
 - **Consumer Behavior:** Re-enter questioning to resolve the highest-leverage remaining uncertainty
 - **Consumer Behavior:** Re-enter questioning to resolve the highest-leverage remaining uncertainty
@@ -437,6 +472,7 @@ Recommend `$ultragoal` as the default durable goal-mode follow-up because it sup
 - Use `omx state write/read --input '<json>' --json` for resumable mode state; `state_write` / `state_read` are explicit MCP compatibility fallbacks only
 - Use `omx state write/read --input '<json>' --json` for resumable mode state; `state_write` / `state_read` are explicit MCP compatibility fallbacks only
 - If the interview cannot ask a required `omx question` round, persist the blocker as terminal state with `active: false` and `current_phase: "blocked"`; do not write a terminal blocked phase with `active: true`
 - If the interview cannot ask a required `omx question` round, persist the blocker as terminal state with `active: false` and `current_phase: "blocked"`; do not write a terminal blocked phase with `active: true`
 - Read/write context snapshots under `.omx/context/`
 - Read/write context snapshots under `.omx/context/`
+- Read applicable repo docs/rules/context during preflight; write durable docs, glossary, ADR, or memory updates only when the user explicitly opts in and the content is public-safe
 - Record whether the oversized-context summary gate is not needed, pending, or satisfied before any scoring or handoff step
 - Record whether the oversized-context summary gate is not needed, pending, or satisfied before any scoring or handoff step
 - Save transcript/spec artifacts under `.omx/interviews/` and `.omx/specs/`
 - Save transcript/spec artifacts under `.omx/interviews/` and `.omx/specs/`
 </Tool_Usage>
 </Tool_Usage>
@@ -460,7 +496,11 @@ Recommend `$ultragoal` as the default durable goal-mode follow-up because it sup
 - [ ] Transcript written to `.omx/interviews/{slug}-{timestamp}.md`
 - [ ] Transcript written to `.omx/interviews/{slug}-{timestamp}.md`
 - [ ] Spec written to `.omx/specs/deep-interview-{slug}.md`
 - [ ] Spec written to `.omx/specs/deep-interview-{slug}.md`
 - [ ] Brownfield questions use evidence-backed confirmation when applicable
 - [ ] Brownfield questions use evidence-backed confirmation when applicable
-- [ ] Handoff options provided (`$ralplan`, `$autopilot`, `$ralph`, `$team`) plus context-sensitive goal-mode suggestions (`$ultragoal`, `$autoresearch-goal`, `$performance-goal`) when applicable
+- [ ] Brownfield preflight inspected applicable repo docs/rules/context before user-facing questions
+- [ ] Fuzzy or conflicting terminology was challenged against repo language/current code behavior when applicable
+- [ ] Scenario-based edge-case grilling was used when boundary ambiguity would materially affect implementation
+- [ ] Durable docs/ADR/memory updates, if any, were explicitly opted into and public-safe
+- [ ] Handoff options provided (`$ultragoal`, `$ralplan`, `$autopilot`, `$ralph`, `$team`) plus context-sensitive goal-mode suggestions (`$autoresearch-goal`, `$performance-goal`) when applicable
 - [ ] No direct implementation performed in this mode
 - [ ] No direct implementation performed in this mode
 </Final_Checklist>
 </Final_Checklist>
 
 

@@ -254,31 +254,31 @@ Auto-generated by `omx setup` from the current `config.toml` plus OMX model over
 
 
 | Role | Model | Reasoning Effort | Use Case |
 | Role | Model | Reasoning Effort | Use Case |
 | --- | --- | --- | --- |
 | --- | --- | --- | --- |
-| Frontier (leader) | `gpt-5.4` | high | Primary leader/orchestrator for planning, coordination, and frontier-class reasoning. |
+| Frontier (leader) | `gpt-5.5` | high | Primary leader/orchestrator for planning, coordination, and frontier-class reasoning. |
 | Spark (explorer/fast) | `gpt-5.3-codex-spark` | low | Fast triage, explore, lightweight synthesis, and low-latency routing. |
 | Spark (explorer/fast) | `gpt-5.3-codex-spark` | low | Fast triage, explore, lightweight synthesis, and low-latency routing. |
-| Standard (subagent default) | `gpt-5.4` | high | Default standard-capability model for installable specialists and secondary worker lanes unless a role is explicitly frontier or spark. |
+| Standard (subagent default) | `gpt-5.5` | high | Default standard-capability model for installable specialists and secondary worker lanes unless a role is explicitly frontier or spark. |
 | `explore` | `gpt-5.3-codex-spark` | low | Fast codebase search and file/symbol mapping (fast-lane, fast) |
 | `explore` | `gpt-5.3-codex-spark` | low | Fast codebase search and file/symbol mapping (fast-lane, fast) |
-| `analyst` | `gpt-5.4` | medium | Requirements clarity, acceptance criteria, hidden constraints (frontier-orchestrator, frontier) |
+| `analyst` | `gpt-5.5` | medium | Requirements clarity, acceptance criteria, hidden constraints (frontier-orchestrator, frontier) |
 | `planner` | `gpt-5.4-mini` | high | Task sequencing, execution plans, risk flags (frontier-orchestrator, frontier) |
 | `planner` | `gpt-5.4-mini` | high | Task sequencing, execution plans, risk flags (frontier-orchestrator, frontier) |
 | `architect` | `gpt-5.4-mini` | high | System design, boundaries, interfaces, long-horizon tradeoffs (frontier-orchestrator, frontier) |
 | `architect` | `gpt-5.4-mini` | high | System design, boundaries, interfaces, long-horizon tradeoffs (frontier-orchestrator, frontier) |
-| `debugger` | `gpt-5.4` | high | Root-cause analysis, regression isolation, failure diagnosis (deep-worker, standard) |
-| `executor` | `gpt-5.4` | medium | Code implementation, refactoring, feature work (deep-worker, standard) |
-| `team-executor` | `gpt-5.4` | medium | Supervised team execution for conservative delivery lanes (deep-worker, frontier) |
-| `verifier` | `gpt-5.4` | high | Completion evidence, claim validation, test adequacy (frontier-orchestrator, standard) |
-| `code-reviewer` | `gpt-5.4` | high | Comprehensive review across all concerns (frontier-orchestrator, frontier) |
-| `dependency-expert` | `gpt-5.4` | high | External SDK/API/package evaluation (frontier-orchestrator, standard) |
-| `test-engineer` | `gpt-5.4` | medium | Test strategy, coverage, flaky-test hardening (deep-worker, frontier) |
-| `designer` | `gpt-5.4` | high | UX/UI architecture, interaction design (deep-worker, standard) |
-| `writer` | `gpt-5.4` | high | Documentation, migration notes, user guidance (fast-lane, standard) |
-| `git-master` | `gpt-5.4` | high | Commit strategy, history hygiene, rebasing (deep-worker, standard) |
-| `code-simplifier` | `gpt-5.4` | high | Simplifies recently modified code for clarity and consistency without changing behavior (deep-worker, frontier) |
+| `debugger` | `gpt-5.5` | high | Root-cause analysis, regression isolation, failure diagnosis (deep-worker, standard) |
+| `executor` | `gpt-5.5` | medium | Code implementation, refactoring, feature work (deep-worker, standard) |
+| `team-executor` | `gpt-5.5` | medium | Supervised team execution for conservative delivery lanes (deep-worker, frontier) |
+| `verifier` | `gpt-5.5` | high | Completion evidence, claim validation, test adequacy (frontier-orchestrator, standard) |
+| `code-reviewer` | `gpt-5.5` | high | Comprehensive review across all concerns (frontier-orchestrator, frontier) |
+| `dependency-expert` | `gpt-5.5` | high | External SDK/API/package evaluation (frontier-orchestrator, standard) |
+| `test-engineer` | `gpt-5.5` | medium | Test strategy, coverage, flaky-test hardening (deep-worker, frontier) |
+| `designer` | `gpt-5.5` | high | UX/UI architecture, interaction design (deep-worker, standard) |
+| `writer` | `gpt-5.5` | high | Documentation, migration notes, user guidance (fast-lane, standard) |
+| `git-master` | `gpt-5.5` | high | Commit strategy, history hygiene, rebasing (deep-worker, standard) |
+| `code-simplifier` | `gpt-5.5` | high | Simplifies recently modified code for clarity and consistency without changing behavior (deep-worker, frontier) |
 | `researcher` | `gpt-5.4-mini` | high | External documentation and reference research (fast-lane, standard) |
 | `researcher` | `gpt-5.4-mini` | high | External documentation and reference research (fast-lane, standard) |
-| `prometheus-strict-metis` | `gpt-5.4` | high | Prometheus Strict requirements interviewer and ambiguity mapper (frontier-orchestrator, frontier) |
-| `prometheus-strict-momus` | `gpt-5.4` | high | Prometheus Strict adversarial plan critic and risk challenger (frontier-orchestrator, frontier) |
-| `prometheus-strict-oracle` | `gpt-5.4` | high | Prometheus Strict implementation readiness verifier and handoff judge (frontier-orchestrator, standard) |
-| `critic` | `gpt-5.4` | high | Plan/design critical challenge and review (frontier-orchestrator, frontier) |
-| `scholastic` | `gpt-5.4` | high | Ontology-first reasoning reviewer: category mistakes, hidden assumptions, modality separation, scholastic critique, and minimal-repair proposals (frontier-orchestrator, frontier) |
-| `vision` | `gpt-5.4` | low | Image/screenshot/diagram analysis (fast-lane, frontier) |
+| `prometheus-strict-metis` | `gpt-5.5` | high | Prometheus Strict requirements interviewer and ambiguity mapper (frontier-orchestrator, frontier) |
+| `prometheus-strict-momus` | `gpt-5.5` | high | Prometheus Strict adversarial plan critic and risk challenger (frontier-orchestrator, frontier) |
+| `prometheus-strict-oracle` | `gpt-5.5` | high | Prometheus Strict implementation readiness verifier and handoff judge (frontier-orchestrator, standard) |
+| `critic` | `gpt-5.5` | high | Plan/design critical challenge and review (frontier-orchestrator, frontier) |
+| `scholastic` | `gpt-5.5` | high | Ontology-first reasoning reviewer: category mistakes, hidden assumptions, modality separation, scholastic critique, and minimal-repair proposals (frontier-orchestrator, frontier) |
+| `vision` | `gpt-5.5` | low | Image/screenshot/diagram analysis (fast-lane, frontier) |
 <!-- OMX:MODELS:END -->
 <!-- OMX:MODELS:END -->
 
 
 ---
 ---

@@ -49,7 +49,7 @@
     "job_status": "running",
     "job_status": "running",
     "input_count": 20,
     "input_count": 20,
     "output_count": null,
     "output_count": null,
-    "started_at": "2026-06-04T14:00:28.270203+08:00",
+    "started_at": "2026-06-04T14:23:30.631658+08:00",
     "finished_at": null,
     "finished_at": null,
     "log_uri": null,
     "log_uri": null,
     "metadata_json": {
     "metadata_json": {
@@ -111,8 +111,8 @@
     "job_status": "failed",
     "job_status": "failed",
     "input_count": 20,
     "input_count": 20,
     "output_count": 0,
     "output_count": 0,
-    "started_at": "2026-06-04T14:00:28.270203+08:00",
-    "finished_at": "2026-06-04T14:00:28.271729+08:00",
+    "started_at": "2026-06-04T14:23:30.631658+08:00",
+    "finished_at": "2026-06-04T14:23:30.633175+08:00",
     "log_uri": null,
     "log_uri": null,
     "metadata_json": {
     "metadata_json": {
       "lane": "semantic",
       "lane": "semantic",

@@ -49,7 +49,7 @@
     "job_status": "running",
     "job_status": "running",
     "input_count": 20,
     "input_count": 20,
     "output_count": null,
     "output_count": null,
-    "started_at": "2026-06-04T14:00:28.943358+08:00",
+    "started_at": "2026-06-04T14:23:31.618052+08:00",
     "finished_at": null,
     "finished_at": null,
     "log_uri": null,
     "log_uri": null,
     "metadata_json": {
     "metadata_json": {
@@ -111,8 +111,8 @@
     "job_status": "failed",
     "job_status": "failed",
     "input_count": 20,
     "input_count": 20,
     "output_count": 0,
     "output_count": 0,
-    "started_at": "2026-06-04T14:00:28.943358+08:00",
-    "finished_at": "2026-06-04T14:00:28.944578+08:00",
+    "started_at": "2026-06-04T14:23:31.618052+08:00",
+    "finished_at": "2026-06-04T14:23:31.619353+08:00",
     "log_uri": null,
     "log_uri": null,
     "metadata_json": {
     "metadata_json": {
       "lane": "semantic",
       "lane": "semantic",

@@ -49,7 +49,7 @@
     "job_status": "running",
     "job_status": "running",
     "input_count": 20,
     "input_count": 20,
     "output_count": null,
     "output_count": null,
-    "started_at": "2026-06-04T14:00:28.602175+08:00",
+    "started_at": "2026-06-04T14:23:30.925797+08:00",
     "finished_at": null,
     "finished_at": null,
     "log_uri": null,
     "log_uri": null,
     "metadata_json": {
     "metadata_json": {
@@ -111,8 +111,8 @@
     "job_status": "failed",
     "job_status": "failed",
     "input_count": 20,
     "input_count": 20,
     "output_count": 0,
     "output_count": 0,
-    "started_at": "2026-06-04T14:00:28.602175+08:00",
-    "finished_at": "2026-06-04T14:00:28.603652+08:00",
+    "started_at": "2026-06-04T14:23:30.925797+08:00",
+    "finished_at": "2026-06-04T14:23:30.927236+08:00",
     "log_uri": null,
     "log_uri": null,
     "metadata_json": {
     "metadata_json": {
       "lane": "semantic",
       "lane": "semantic",

@@ -49,7 +49,7 @@
     "job_status": "running",
     "job_status": "running",
     "input_count": 20,
     "input_count": 20,
     "output_count": null,
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-    "started_at": "2026-06-04T13:52:49.952665+08:00",
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     "matcher_fingerprint_count": 5,
     "fallback_fingerprint_count": 0,
     "fallback_fingerprint_count": 0,
-    "semantic_runtime_available": false,
-    "semantic_runtime_missing": [
-      "torch",
-      "torchaudio",
-      "transformers"
-    ],
-    "semantic_runtime_ready_count": 0,
-    "semantic_fallback_count": 5
+    "semantic_runtime_available": true,
+    "semantic_runtime_missing": [],
+    "semantic_runtime_ready_count": 5,
+    "semantic_fallback_count": 0
   },
   },
   "import_counts": {
   "import_counts": {
     "media_entity": 9,
     "media_entity": 9,
     "audio_object": 22,
     "audio_object": 22,
-    "feature_fact": 24,
+    "feature_fact": 34,
     "set_membership": 9
     "set_membership": 9
   },
   },
   "feature_lineage_sample": {
   "feature_lineage_sample": {
-    "feature_type": "fingerprint",
-    "model_name": "chromaprint_matcher",
-    "model_version": "phase1_local",
-    "feature_set_name": "chromaprint_matcher_5s",
+    "feature_type": "embedding",
+    "model_name": "mert-v1-95m",
+    "model_version": "hf-main",
+    "feature_set_name": "mert_5s_hop2.5_v1",
     "window_id": 22,
     "window_id": 22,
     "song_id": 9,
     "song_id": 9,
     "title": "song beta"
     "title": "song beta"