feat: L10 Proteus support in llama3.jinja

templates/llama3.jinja

@@ -17,18 +17,19 @@
 {#-      never regress into full restarts or circular overthinking loops.       -#}
 {#-   5. ABSOLUTE RESOLVE: Decisive, unhedged final delivery. Zero preamble.    -#}
 {#-                                                                             -#}
-{#- THE SPECTRUM (soft share of output, elastic both directions):               -#}
+{#- THE SPECTRUM (governed purely by problem constraints & verification):       -#}
 {#-   [L0] Mortal     - thinking off; execute directly.                         -#}
-{#-   [L1] Hermes     - rapid instinct.        usually under ~10% of output.    -#}
-{#-   [L2] Apollo     - crisp logic.           roughly ~10-25% of output.       -#}
-{#-   [L3] Artemis    - edge-case hunting.     roughly ~20-40% of output.       -#}
-{#-   [L4] Athena     - strategic balance.     roughly ~30-50% of output.       -#}
-{#-   [L5] Prometheus - defensive engineering. roughly ~40-60% of output.       -#}
-{#-   [L6] Solstice   - deep derivation.       roughly ~50-70% of output.       -#}
-{#-   [L7] Hyperion   - first principles       roughly ~60-85% of output.       -#}
-{#-                     (default).                                              -#}
-{#-   [L8] Einstein   - theoretical mastery.   dominates output when required.  -#}
-{#-   [L9] Oracle     - proof-grade rigour.    as much as genuine proof demands.-#}
+{#-   [L1] Hermes     - rapid instinct; immediate verification pass.            -#}
+{#-   [L2] Apollo     - disciplined deduction; linear constraint trace.         -#}
+{#-   [L3] Artemis    - edge-case & boundary vulnerability audit.               -#}
+{#-   [L4] Athena     - strategic synthesis; architectural trade-offs.          -#}
+{#-   [L5] Prometheus - defensive engineering; second-order failure modeling.   -#}
+{#-   [L6] Solstice   - axiomatic derivation; multi-hypothesis stress testing.  -#}
+{#-   [L7] Hyperion   - ground-up first-principles decomposition.               -#}
+{#-   [L8] Einstein   - theoretical mastery; unified invariant reduction.       -#}
+{#-   [L9] Oracle     - proof-grade formal authority; zero placeholders.        -#}
+{#-   [L10] Proteus   - dynamic cognitive adaptation (Default); auto-calibrated -#}
+{#-                     impedance matching across all levels with early exit.   -#}
 {#-   swarm            - 20-perspective divergent swarm, verdict line.           -#}
 {#-   council          - adversarial research council, verdict line.             -#}
 {#-                                                                             -#}
@@ -144,7 +145,7 @@
     {%- set t3 = t2 | replace('<|think_on|>', '') | replace('<|think_off|>', '') | replace('<|think_minimal|>', '') | replace('<|think_low|>', '') | replace('<|think_medium|>', '') | replace('<|think_high|>', '') | replace('<|think_xhigh|>', '') | replace('<|think_ultracode|>', '') | replace('<|think_extreme|>', '') | replace('<|think_max|>', '') %}
     {#- NB: no for-loops here — Jinja set does not persist across loop -#}
     {#- iterations, so every strip must live in one chained expression.  -#}
-    {%- set out = t3 | replace('[regular]', '') | replace('[REGULAR]', '') | replace('[vanilla]', '') | replace('[standard]', '') | replace('[default]', '') | replace('[L0]', '') | replace('[l0]', '') | replace('[L1]', '') | replace('[l1]', '') | replace('[L2]', '') | replace('[l2]', '') | replace('[L3]', '') | replace('[l3]', '') | replace('[L4]', '') | replace('[l4]', '') | replace('[L5]', '') | replace('[l5]', '') | replace('[L6]', '') | replace('[l6]', '') | replace('[L7]', '') | replace('[l7]', '') | replace('[L8]', '') | replace('[l8]', '') | replace('[L9]', '') | replace('[l9]', '') %}
+    {%- set out = t3 | replace('[regular]', '') | replace('[REGULAR]', '') | replace('[vanilla]', '') | replace('[standard]', '') | replace('[default]', '') | replace('[L10]', '') | replace('[l10]', '') | replace('[L0]', '') | replace('[l0]', '') | replace('[L1]', '') | replace('[l1]', '') | replace('[L2]', '') | replace('[l2]', '') | replace('[L3]', '') | replace('[l3]', '') | replace('[L4]', '') | replace('[l4]', '') | replace('[L5]', '') | replace('[l5]', '') | replace('[L6]', '') | replace('[l6]', '') | replace('[L7]', '') | replace('[l7]', '') | replace('[L8]', '') | replace('[l8]', '') | replace('[L9]', '') | replace('[l9]', '') %}
     {{- out }}
 {%- endmacro %}
 
@@ -203,31 +204,31 @@ Operational Directives:
 
 {%- set inst_hermes -%}
 Reasoning effort: Hermes — [L1] (rapid instinct).
-Mindset: High-velocity execution. Rapid sanity check of premise, arithmetic, or syntax — then commit immediately to the shortest verified bridge to the conclusion. Conclude in a light single-digit share of output; zero when obvious.
+Mindset: High-velocity execution. Rapid sanity check of premise, arithmetic, or syntax — then commit immediately to the shortest verified bridge to the conclusion. Conclude immediately once obvious.
 {%- endset %}
 {%- set inst_apollo -%}
 Reasoning effort: Apollo — [L2] (disciplined deduction).
-Mindset: Structured, transparent logic. Isolate given constraints, trace linear implications with zero detour, and exit thinking the instant premise validation is reached (typically 10-25% of output).
+Mindset: Structured, transparent logic. Isolate given constraints, trace linear implications with zero detour, and exit thinking the instant premise validation is reached.
 {%- endset %}
 {%- set inst_artemis -%}
 Reasoning effort: Artemis — [L3] (boundary & failure audit).
-Mindset: Rigorous boundary validation. Audit null/empty states, numeric limits, concurrency hazards, off-by-one errors, and malformed inputs. Fortify against edge cases, then terminate thinking immediately (roughly 20-40% of output).
+Mindset: Rigorous boundary validation. Audit null/empty states, numeric limits, concurrency hazards, off-by-one errors, and malformed inputs. Fortify against edge cases, then terminate thinking immediately.
 {%- endset %}
 {%- set inst_athena -%}
 Reasoning effort: Athena — [L4] (strategic architecture).
-Mindset: Modular synthesis. Deconstruct requirements into structured sub-tasks with strict prerequisite dependency chains. Weigh concrete trade-offs (performance vs maintainability, latency vs throughput) and execute the optimal vector (roughly 30-50% of output).
+Mindset: Modular synthesis. Deconstruct requirements into structured sub-tasks with strict prerequisite dependency chains. Weigh concrete trade-offs (performance vs maintainability, latency vs throughput) and execute the optimal vector.
 {%- endset %}
 {%- set inst_prometheus -%}
 Reasoning effort: Prometheus — [L5] (defensive engineering).
-Mindset: Second-order systemic modeling. Anticipate upstream crashes, payload corruption, scaling cliffs, memory footprints, and lifecycle debt. Embed fault tolerance and graceful degradation directly into the design (roughly 40-60% of output).
+Mindset: Second-order systemic modeling. Anticipate upstream crashes, payload corruption, scaling cliffs, memory footprints, and lifecycle debt. Embed fault tolerance and graceful degradation directly into the design.
 {%- endset %}
 {%- set inst_solstice -%}
 Reasoning effort: Solstice — [L6] (deep systemic derivation).
-Mindset: Axiomatic derivation. Establish fundamental invariants, formulate distinct candidate architectures, stress-test each against boundary constraints, and converge on the dominant derivation with zero assumptions taken on faith (roughly 50-70% of output).
+Mindset: Axiomatic derivation. Establish fundamental invariants, formulate distinct candidate architectures, stress-test each against boundary constraints, and converge on the dominant derivation with zero assumptions taken on faith.
 {%- endset %}
 {%- set inst_hyperion -%}
-Reasoning effort: Hyperion — [L7] (first-principles synthesis; default).
-Mindset: Comprehensive first-principles synthesis. Decompose problems to atomic ground truths. Maintain continuous forward momentum across all proof surfaces. Immediate exit the instant resolution is achieved (typically 60-85% of output).
+Reasoning effort: Hyperion — [L7] (first-principles synthesis).
+Mindset: Comprehensive first-principles synthesis. Decompose problems to atomic ground truths. Maintain continuous forward momentum across all proof surfaces. Immediate exit the instant resolution is achieved.
 {%- endset %}
 {%- set inst_einstein -%}
 Reasoning effort: Einstein — [L8] (theoretical mastery).
@@ -237,6 +238,17 @@ Mindset: Invariant reduction and breakthrough synthesis. Strip peripheral comple
 Reasoning effort: Oracle — [L9] (proof-grade authority).
 Mindset: Exhaustive formal verification. Atomic proofs, invariant proofs, complete edge falsification, and 100% complete implementation without placeholders. Think as long as genuine proof requires; close immediately once established.
 {%- endset %}
+{%- set inst_proteus -%}
+Reasoning effort: Proteus — [L10] (dynamic adaptive reasoning; default).
+Mindset: Fluid cognitive adaptation. Zero predetermined depth or token quotas. Allocate only the exact reasoning required by the problem's verified constraints:
+- Low Complexity (Direct questions, lookups, syntax, simple facts): Conclude reasoning immediately and output the answer directly with zero overhead.
+- Moderate Complexity (Refactoring, multi-step algorithms, debugging, edge cases): Engage targeted validation. Audit boundary constraints, construct the solution, and exit.
+- High Complexity (Axiomatic proofs, novel systems architecture, hard mathematics): Formulate first-principles derivations. Trace every invariant until proven.
+Operating Directives:
+- Draw dynamically from whichever cognitive modes are needed: boundary falsification, structural trade-offs, defensive engineering, or foundational axioms.
+- Eliminate all self-conversational chatter ("let's see", "hmm", "wait"). Move strictly forward.
+- Terminate thinking immediately the instant the solution is definitively established and verified. Correctness is the sole boundary.
+{%- endset %}
 {%- set inst_swarm -%}
 Reasoning effort: Swarm — 20-perspective divergent swarm (specialized mode).
 Mindset: Four-phase convergent breakdown. Phase 1: Disassembly to core parameters. Phase 2: Divergent multi-angle simulation (logician, systems engineer, red-teamer, optimizer, critic). Phase 3: Cross-pollination and tension resolution. Phase 4: Convergence onto master deliverable.
@@ -274,7 +286,7 @@ Output contract: Conclude thinking and open final response with "[COUNCIL VERDIC
     {%- set _kwarg_effort = thinking_level | string | lower | trim %}
 {%- endif %}
 {%- set _initial_thinking = enable_thinking %}
-{%- set _initial_effort = '7' %}
+{%- set _initial_effort = '10' %}
 {%- set _depth_explicit = false %}
 {%- if _kwarg_effort %}
     {%- set _depth_explicit = true %}
@@ -309,7 +321,7 @@ Output contract: Conclude thinking and open final response with "[COUNCIL VERDIC
         {%- set _hi.v = true %}
     {%- endif %}
     {%- if _is_steering and not _hi.v %}
-        {%- for n in range(10) %}
+        {%- for n in range(11) %}
             {%- if '[l' ~ n ~ ']' in _low %}
                 {%- set _hi.v = true %}
             {%- endif %}
@@ -360,18 +372,25 @@ Output contract: Conclude thinking and open final response with "[COUNCIL VERDIC
             {%- set ns_state.mode = 'level' %}
             {%- set store.saw_inline = true %}
         {%- endif %}
-        {%- for n in range(10) %}
-            {%- if '[l' ~ n ~ ']' in _low %}
-                {%- set ns_state.effort = n | string %}
-                {%- set ns_state.mode = 'level' %}
-                {%- set store.saw_inline = true %}
-                {%- if n == 0 %}
-                    {%- set ns_state.thinking = false %}
-                {%- else %}
-                    {%- set ns_state.thinking = true %}
+        {%- if '[l10]' in _low %}
+            {%- set ns_state.effort = '10' %}
+            {%- set ns_state.mode = 'level' %}
+            {%- set ns_state.thinking = true %}
+            {%- set store.saw_inline = true %}
+        {%- else %}
+            {%- for n in range(10) %}
+                {%- if '[l' ~ n ~ ']' in _low %}
+                    {%- set ns_state.effort = n | string %}
+                    {%- set ns_state.mode = 'level' %}
+                    {%- set store.saw_inline = true %}
+                    {%- if n == 0 %}
+                        {%- set ns_state.thinking = false %}
+                    {%- else %}
+                        {%- set ns_state.thinking = true %}
+                    {%- endif %}
                 {%- endif %}
-            {%- endif %}
-        {%- endfor %}
+            {%- endfor %}
+        {%- endif %}
     {%- endif %}
     {#- {REASON:...} / [MODE:...] extraction (any role). -#}
     {%- set _tagged = ('{REASON:' in _txt) or ('[MODE:' in _txt) %}
@@ -438,7 +457,7 @@ Output contract: Conclude thinking and open final response with "[COUNCIL VERDIC
 {#- NB: int-filter round-trip instead of .isdigit() — minja (llama.cpp) -#}
 {#- does not implement string.isdigit().                                -#}
 {%- set _eff_int = ns_state.effort | int %}
-{%- if ns_state.mode == 'level' and ns_state.effort is string and (_eff_int | string) == ns_state.effort and _eff_int >= 10 %}
+{%- if ns_state.mode == 'level' and ns_state.effort is string and (_eff_int | string) == ns_state.effort and _eff_int >= 11 %}
     {%- set _n = ns_state.effort | int %}
     {%- set ns_state.thinking = true %}
     {%- if _n <= 14 %}
@@ -510,8 +529,10 @@ Output contract: Conclude thinking and open final response with "[COUNCIL VERDIC
 {#- reasons at that quality internally while thinking tags stay closed. -#}
 {%- set reasoning_instructions = '' %}
 {%- if ns_state.thinking or ns_state.silent_profile %}
-    {%- set target_mode = ns_state.effort if ns_state.effort else '7' %}
-    {%- if target_mode in ('1', 'hermes', 'ulow', 'ultra-low', 'micro', 'minimal') %}
+    {%- set target_mode = ns_state.effort if ns_state.effort else '10' %}
+    {%- if target_mode in ('10', 'proteus', 'dynamic', 'auto', 'adaptive', 'fluid', 'default') %}
+        {%- set reasoning_instructions = inst_proteus %}
+    {%- elif target_mode in ('1', 'hermes', 'ulow', 'ultra-low', 'micro', 'minimal') %}
         {%- set reasoning_instructions = inst_hermes %}
     {%- elif target_mode in ('2', 'apollo', 'low') %}
         {%- set reasoning_instructions = inst_apollo %}
@@ -534,7 +555,7 @@ Output contract: Conclude thinking and open final response with "[COUNCIL VERDIC
     {%- elif target_mode in ('deep-swarm', 'oracle-swarm', 'council', 'amax-swarm', 'deep-research', 'spoon', 'adversarial') %}
         {%- set reasoning_instructions = inst_deep_swarm %}
     {%- else %}
-        {%- set reasoning_instructions = inst_hyperion %}
+        {%- set reasoning_instructions = inst_proteus %}
     {%- endif %}
 {%- endif %}