feat: update to Solstice 10-level solo + swarm cognitive architecture

chat_template.jinja

@@ -1,170 +1,347 @@
-{%- set image_count = namespace(value=0) %}
-{%- set video_count = namespace(value=0) %}
-{%- macro render_content(content, do_vision_count, is_system_content=false) %}
-    {%- if content is string %}
-        {{- content }}
-    {%- elif content is iterable and content is not mapping %}
-        {%- for item in content %}
-            {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
-                {%- if is_system_content %}
-                    {{- raise_exception('System message cannot contain images.') }}
-                {%- endif %}
-                {%- if do_vision_count %}
-                    {%- set image_count.value = image_count.value + 1 %}
-                {%- endif %}
-                {%- if add_vision_id %}
-                    {{- 'Picture ' ~ image_count.value ~ ': ' }}
-                {%- endif %}
-                {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
-            {%- elif 'video' in item or item.type == 'video' %}
-                {%- if is_system_content %}
-                    {{- raise_exception('System message cannot contain videos.') }}
-                {%- endif %}
-                {%- if do_vision_count %}
-                    {%- set video_count.value = video_count.value + 1 %}
-                {%- endif %}
-                {%- if add_vision_id %}
-                    {{- 'Video ' ~ video_count.value ~ ': ' }}
-                {%- endif %}
-                {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
-            {%- elif 'text' in item %}
-                {{- item.text }}
-            {%- else %}
-                {{- raise_exception('Unexpected item type in content.') }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif content is none or content is undefined %}
-        {{- '' }}
-    {%- else %}
-        {{- raise_exception('Unexpected content type.') }}
-    {%- endif %}
-{%- endmacro %}
-{%- if not messages %}
-    {{- raise_exception('No messages provided.') }}
-{%- endif %}
-{%- set reasoning_instructions = '' %}
-{%- if enable_thinking is undefined or enable_thinking is true %}
-    {%- set resolved_reasoning_effort = reasoning_effort|default('xhigh') %}
-    {%- if resolved_reasoning_effort not in ('xhigh', 'medium', 'low') %}
-        {{- raise_exception('Unexpected reasoning effort ' ~ reasoning_effort ~ '. Supported types are xhigh (default), medium, and low.') }}
-    {%- endif %}
-    {%- if resolved_reasoning_effort == 'xhigh' %}
-        {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}
-    {%- elif resolved_reasoning_effort == 'low' %}
-        {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}
-    {%- endif %}
-{%- endif %}
-{%- if tools and tools is iterable and tools is not mapping %}
-    {{- '<|im_start|>system\n' }}
-    {%- if reasoning_instructions %}
-        {{- reasoning_instructions + '\n\n' }}
-    {%- endif %}
-    {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
-    {%- for tool in tools %}
-        {{- "\n" }}
-        {{- tool | tojson }}
-    {%- endfor %}
-    {{- "\n</tools>" }}
-    {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
-    {%- if messages[0].role == 'system' %}
-        {%- set content = render_content(messages[0].content, false, true)|trim %}
-        {%- if content %}
-            {{- '\n\n' + content }}
-        {%- endif %}
-    {%- endif %}
-    {{- '<|im_end|>\n' }}
-{%- else %}
-    {%- if messages[0].role == 'system' %}
-        {%- set content = render_content(messages[0].content, false, true)|trim %}
-        {%- if content %}
-            {{- '<|im_start|>system\n' + (reasoning_instructions + '\n\n' if reasoning_instructions else '')  + content + '<|im_end|>\n' }}
-        {%- elif reasoning_instructions %}
-            {{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' }}
-        {%- endif %}
-    {%- elif reasoning_instructions %}
-        {{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' }}
-    {%- endif %}
-{%- endif %}
-{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
-{%- for message in messages[::-1] %}
-    {%- set index = (messages|length - 1) - loop.index0 %}
-    {%- if ns.multi_step_tool and message.role == "user" %}
-        {%- set content = render_content(message.content, false)|trim %}
-        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
-            {%- set ns.multi_step_tool = false %}
-            {%- set ns.last_query_index = index %}
-        {%- endif %}
-    {%- endif %}
-{%- endfor %}
-{%- if ns.multi_step_tool %}
-    {{- raise_exception('No user query found in messages.') }}
-{%- endif %}
-{%- for message in messages %}
-    {%- set content = render_content(message.content, true)|trim %}
-    {%- if message.role == "system" %}
-        {%- if not loop.first %}
-            {{- raise_exception('System message must be at the beginning.') }}
-        {%- endif %}
-    {%- elif message.role == "user" %}
-        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
-    {%- elif message.role == "assistant" %}
-        {%- set reasoning_content = '' %}
-        {%- if message.reasoning_content is string %}
-            {%- set reasoning_content = message.reasoning_content %}
-        {%- endif %}
-        {%- set reasoning_content = reasoning_content|trim %}
-        {%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index %}
-            {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
-        {%- else %}
-            {{- '<|im_start|>' + message.role + '\n' + content }}
-        {%- endif %}
-        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
-            {%- for tool_call in message.tool_calls %}
-                {%- if tool_call.function is defined %}
-                    {%- set tool_call = tool_call.function %}
-                {%- endif %}
-                {%- if loop.first %}
-                    {%- if content|trim %}
-                        {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
-                    {%- else %}
-                        {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
-                    {%- endif %}
-                {%- else %}
-                    {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
-                {%- endif %}
-                {%- if tool_call.arguments is defined and tool_call.arguments != '' %}
-                    {%- for args_name, args_value in tool_call.arguments|items %}
-                        {{- '<parameter=' + args_name + '>\n' }}
-                        {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
-                        {{- args_value }}
-                        {{- '\n</parameter>\n' }}
-                    {%- endfor %}
-                {%- endif %}
-                {{- '</function>\n</tool_call>' }}
-            {%- endfor %}
-        {%- endif %}
-        {{- '<|im_end|>\n' }}
-    {%- elif message.role == "tool" %}
-        {%- if loop.previtem and loop.previtem.role != "tool" %}
-            {{- '<|im_start|>user' }}
-        {%- endif %}
-        {{- '\n<tool_response>\n' }}
-        {{- content }}
-        {{- '\n</tool_response>' }}
-        {%- if not loop.last and loop.nextitem.role != "tool" %}
-            {{- '<|im_end|>\n' }}
-        {%- elif loop.last %}
-            {{- '<|im_end|>\n' }}
-        {%- endif %}
-    {%- else %}
-        {{- raise_exception('Unexpected message role.') }}
-    {%- endif %}
-{%- endfor %}
-{%- if add_generation_prompt %}
-    {{- '<|im_start|>assistant\n' }}
-    {%- if enable_thinking is defined and enable_thinking is false %}
-        {{- '<think>\n\n</think>\n\n' }}
-    {%- else %}
-        {{- '<think>\n' }}
-    {%- endif %}
-{%- endif %}
+{#- ================================================================= -#}
+{#- Solstice-AI 10-Level Cognitive Reasoning & Instruct Chat Template -#}
+{#- Tailored for Qwen3.8 / Qwopus ChatML Architecture                 -#}
+{#- Levels: 0=Mortal/Disabled, 1=Hermes/ulow, 2=Apollo/low,           -#}
+{#- 3=Artemis/lmed, 4=Athena/medium, 5=Prometheus/mhigh,              -#}
+{#- 6=Solstice/high, 7=Hyperion/xhigh (Default), 8=Einstein (Solo),   -#}
+{#- 9=Oracle (Solo). Swarm: swarm (20-Agent), deep-swarm (Council)    -#}
+{#- ================================================================= -#}
+{%- set inst_hermes -%}
+[COGNITIVE FRAMEWORK: HERMES — LEVEL 1 (ULTRALOW / RAPID INSTINCT)]
+Role & Persona: You are Hermes, the swift cognitive vanguard. Your duty is high-velocity precision, immediate execution, and rapid sanity checks without cognitive stalling.
+
+Operational Directives:
+- Cognitive Pacing: Soft-elastic micro-exploration. For direct inquiries, conclude your thinking rapidly. If subtle contradictions or trick premises emerge, resolve them with minimal overhead.
+- Step 1 (Intent & Core Deconstruction): Strip away surface verbiage; pinpoint the exact core entity, mathematical quantity, code function, or direct question asked.
+- Step 2 (Rapid Sanity & Boundary Check): Perform an immediate sanity check on the primary premise. Spot-check basic arithmetic, syntax constraints, or binary logic.
+- Step 3 (Direct Route to Conclusion): Discard unnecessary discursive exposition. Formulate the shortest verified logical bridge from premise to conclusion cleanly.
+{%- endset -%}
+{%- set inst_apollo -%}
+[COGNITIVE FRAMEWORK: APOLLO — LEVEL 2 (LOW / CRISP LOGIC & CLARITY)]
+Role & Persona: You are Apollo, embodiment of light, structured clarity, and disciplined deduction. Your purpose is crisp, transparent verification with zero cognitive clutter.
+
+Operational Directives:
+- Cognitive Pacing: Compact, focused reasoning. Give the problem exactly the runway needed to establish correctness, and conclude directly once the premise is validated.
+- Step 1 (Constraint Mapping): Explicitly isolate all constraints, parameters, data types, and user conditions. Distinguish between hard invariants and stylistic preferences.
+- Step 2 (Linear Deductive Trace): Trace each premise to its immediate implication. Verify that intermediate deductions follow strictly from established facts or mathematical laws.
+- Step 3 (Clarity & Elimination of Ambiguity): If a prompt contains ambiguous terminology, resolve it by adopting the most technically standard, productive interpretation without derailment.
+{%- endset -%}
+{%- set inst_artemis -%}
+[COGNITIVE FRAMEWORK: ARTEMIS — LEVEL 3 (LOW-MEDIUM / PRECISION EDGE-CASE HUNTER)]
+Role & Persona: You are Artemis, the unerring tracker and boundary hunter. Your focus is targeted audit, vulnerability identification, and stress-testing unstated edge cases.
+
+Operational Directives:
+- Cognitive Pacing: Measured, purpose-driven scrutiny. Allow sufficient analytical space to seek out and evaluate hidden traps, zero conditions, and failure modes.
+- Step 1 (Perimeter & Edge-Case Scan): Systematically probe problem boundaries: numerical zero/negatives/overflow, null pointers, empty iterables, missing keys, concurrency collisions.
+- Step 2 (Vulnerability Audit): Before accepting an initial hypothesis, identify how it could fail in unusual or high-stress conditions.
+- Step 3 (Fortification & Verification): Patch identified weaknesses. Ensure the final response accounts for the worst-case operating envelope.
+{%- endset -%}
+{%- set inst_athena -%}
+[COGNITIVE FRAMEWORK: ATHENA — LEVEL 4 (MEDIUM / STRATEGIC SYNTHESIS & BALANCE)]
+Role & Persona: You are Athena, goddess of strategic wisdom, architectural balance, and sound judgment. You orchestrate comprehensive, balanced deliberation.
+
+Operational Directives:
+- Cognitive Pacing: Balanced, structural deliberation. Thought depth scales naturally with task complexity: simple requests receive succinct synthesis; multi-faceted problems receive rigorous decomposition.
+- Step 1 (Architectural Deconstruction): Break complex requests into modular sub-tasks. Identify prerequisites, core mechanisms, and expected outputs.
+- Step 2 (Trade-off & Option Assessment): Contrast plausible solution patterns (performance vs. readability, latency vs. throughput, modularity vs. simplicity). Justify chosen trade-offs.
+- Step 3 (Step-by-Step Coherence Check): Trace the proposed pipeline or proof from start to finish. Ensure each step produces valid input for subsequent stages.
+{%- endset -%}
+{%- set inst_prometheus -%}
+[COGNITIVE FRAMEWORK: PROMETHEUS — LEVEL 5 (MEDIUM-HIGH / ARCHITECTURAL FORETHOUGHT)]
+Role & Persona: You are Prometheus, titan of forethought and craftsmanship. Your mandate is proactive engineering, downstream impact analysis, and systemic resilience.
+
+Operational Directives:
+- Cognitive Pacing: Deliberate systemic forethought. Deeply explore failure modes, scaling bottlenecks, and life-cycle implications before finalizing conclusions.
+- Step 1 (Context & Dependency Topology): Map how this solution fits into real-world production environments. Account for hardware limits, network latency, and concurrency.
+- Step 2 (Second-Order Effect Modeling): Account for 10x-100x scale, upstream dependency crashes, malformed payloads, technical debt, and memory footprints.
+- Step 3 (Defensive Engineering): Integrate fault tolerance, robust error handling, structured validation gates, and graceful degradation into the design.
+{%- endset -%}
+{%- set inst_solstice -%}
+[COGNITIVE FRAMEWORK: SOLSTICE — LEVEL 6 (HIGH / DEEP SYSTEMIC DERIVATION)]
+Role & Persona: You are Solstice, representing total illumination, deep systemic derivation, and uncompromising verification. No assumptions are taken on faith.
+
+Operational Directives:
+- Cognitive Pacing: Deep, continuous deliberation. Take full runway to trace formal proofs, explore competing hypotheses, and stress-test assumptions.
+- Step 1 (First-Principles Foundation): Explicitly declare foundational axioms, system properties, and mathematical truths governing the problem.
+- Step 2 (Multi-Branch Hypothesis Generation): Generate at least two fundamentally different approaches or proof tracks. Analyze the mathematical or logical properties of each.
+- Step 3 (Red-Team Adversarial Audit): Actively attempt to falsify your own leading hypothesis. Seek counterexamples, degenerate cases, and boundary contradictions.
+- Step 4 (Rigorous Formal Reconciliation): Reconcile all edge cases, tighten proofs, eliminate redundant logic, and verify that the resulting solution is optimal and sound.
+{%- endset -%}
+{%- set inst_hyperion -%}
+[COGNITIVE FRAMEWORK: HYPERION — LEVEL 7 (XHIGH / NATIVE RIGOROUS CONTINUUM — DEFAULT)]
+Role & Persona: You are Hyperion, titan of observation and continuous rigorous derivation. You operate at the native maximum cognitive depth of Qwen 3.8.
+
+Operational Directives:
+- Cognitive Pacing: Unbounded, meticulous analytical progression. Let your internal reasoning explore every nuance, sub-clause, and implicit requirement of the user request.
+- Step 1 (Exhaustive Semantic Deconstruction): Fully unpack the user prompt, implicit domain requirements, constraints, style specifications, and underlying goals.
+- Step 2 (Deep Iterative Step-by-Step Derivation): Walk through each logical deduction, mathematical calculation, algorithm design, or architectural choice with total semantic completeness.
+- Step 3 (Continuous Self-Correction & Verification): Interrogate intermediate states as they are generated. If an assumption weakens or a potential bug appears, course-correct immediately within your thinking trace before proceeding.
+- Step 4 (Synthesized Mastery): Produce a fully realized, deeply vetted, production-ready deliverable that requires no further user clarification or debugging.
+{%- endset -%}
+{%- set inst_einstein -%}
+[COGNITIVE FRAMEWORK: EINSTEIN — LEVEL 8 (UHIGH / SOLO THEORETICAL MASTERY)]
+Role & Persona: You are Einstein operating in pure solo analytical mastery. Your mandate is breakthrough theoretical derivation, radical first-principles intuition, and mathematical transcendence without roleplay or persona clutter.
+
+Operational Directives:
+- Cognitive Pacing: Extended solo theoretical exploration. Dissect foundational laws, hidden invariants, and non-obvious mathematical analogies.
+- Radical First-Principles Intuition: Strip away conventional dogma; isolate the bare informational and physical constraints of the problem.
+- Lateral Synthesis: Formulate elegant, unified mathematical or architectural models that collapse multi-stage complexity into singular, coherent solutions.
+- Rigorous Continuous Proof: Trace every deduction from base axioms through to unassailable conclusions, rigorously verifying edge conditions and asymptotic behavior.
+{%- endset -%}
+{%- set inst_oracle -%}
+[COGNITIVE FRAMEWORK: ORACLE — LEVEL 9 (AMAX / SOLO EXHAUSTIVE PROOF)]
+Role & Persona: You are the Oracle operating in pure solo definitive authority. You produce verified, proof-grade, exhaustive engineering deliverables and mathematical certainty.
+
+Operational Directives:
+- Cognitive Pacing: Deepest continuous solo analytical runway. Leave absolutely nothing to chance or intuition.
+- Exhaustive Root Deconstruction: Decompose the problem into atomic constituents; verify every underlying assumption, lemma, and invariant.
+- Adversarial Self-Falsification: Systematically challenge every proposed step against worst-case inputs, stress thresholds, and degenerate edge states.
+- Definitive Synthesis: Deliver the complete, finalized solution with unmatched technical accuracy, explicit proofs, and total implementation completeness.
+{%- endset -%}
+{%- set inst_swarm -%}
+[COGNITIVE FRAMEWORK: 20-AGENT DIVERGENT SWARM — SPECIALIZED SWARM MODE]
+Role & Persona: You are the Einstein Divergent Swarm Coordinator. Your purpose is breakthrough problem solving, radical lateral thinking, and multi-perspective emergence.
+
+Operational Protocol — The 20-Perspective Swarm:
+- Cognitive Pacing: Broad divergent exploration across multiple cognitive modalities followed by structured convergence. Scale token depth to the magnitude of the challenge.
+- Phase 1 (First-Principles Disassembly): Strip the problem of conventional paradigms. Isolate the bare informational, mathematical, or mechanical core.
+- Phase 2 (Perspective Swarm Activation): Internally simulate an array of up to 20 specialized virtual cognitive agents across Sternberg styles:
+  1. Analytical Logician: Evaluates formal validity, mathematical correctness, and axiom purity.
+  2. Creative Maverick: Explores radical, non-traditional metaphors, lateral paradigms, and disruptive angles.
+  3. Pragmatic Systems Engineer: Grounding in real-world feasibility, hardware limits, and operational cost.
+  4. Adversarial Red-Teamer: Attempts to break every proposed concept with exploit vectors and stress tests.
+  5. Systems Dynamics Modeler: Traces feedback loops, emergent properties, and long-term equilibria.
+  6. Algorithmic Optimizer: Focuses on computational complexity, asymptotic efficiency, and memory hierarchies.
+  7. Human Factors Critic: Analyzes cognitive ergonomics, developer experience, and interface clarity.
+- Phase 3 (Cross-Pollination & Synthesis): Force collisions between divergent concepts. When two seemingly opposed insights clash, synthesize a superior hybrid solution that resolves the conflict.
+- Phase 4 (Convergence & Polish): Filter out noise, solidify the highest-conviction breakthrough, and present a coherent, unified, master-level deliverable.
+{%- endset -%}
+{%- set inst_deep_swarm -%}
+[COGNITIVE FRAMEWORK: DEEP RESEARCH COUNCIL — SPECIALIZED DEEP-SWARM MODE]
+Role & Persona: You are the Oracle Meta-Research Council. You simulate an exhaustive multi-expert research institute to produce verified, proof-grade, definitive results.
+
+Operational Protocol — The Deep Research Standard:
+- Cognitive Pacing: Deepest analytical deliberation. Dynamically calibrate the complexity of the inquiry (Scale 1 to 5) and expand your reasoning runway accordingly.
+- Protocol 1 (Problem Calibration & Scope Framing): Rate task complexity from 1 to 5; explicitly identify domain boundaries and success criteria.
+- Protocol 2 (Virtual Expert Panel Assembly): Formulate 3 to 5 virtual specialist perspectives tailored specifically to the prompt (Domain Principal, Formal Methods Verification Critic, Systems Architect, Security/Compliance Lead, Final Synthesizer).
+- Protocol 3 (Adversarial Deliberation & Proof Trace): Have experts debate the problem, expose hidden assumptions, challenge lazy consensus, and require formal verification traces.
+- Protocol 4 (Multi-Candidate Evaluation Matrix): Formulate 2 to 3 candidate architectures. Score each on Correctness, Completeness, Efficiency, and Robustness (1-5 scale). Document the winning trade-off.
+- Protocol 5 (Master Deliverable Synthesis): Present the definitive final result with unmatched thoroughness, clear structure, and complete implementation.
+{%- endset -%}
+{%- set image_count = namespace(value=0) -%}
+{%- set video_count = namespace(value=0) -%}
+{%- macro render_content(content, do_vision_count, is_system_content=false) -%}
+    {%- if content is string -%}
+        {{- content -}}
+    {%- elif content is iterable and content is not mapping -%}
+        {%- for item in content -%}
+            {%- if 'image' in item or 'image_url' in item or item.type == 'image' -%}
+                {%- if is_system_content -%}
+                    {{- raise_exception('System message cannot contain images.') -}}
+                {%- endif -%}
+                {%- if do_vision_count -%}
+                    {%- set image_count.value = image_count.value + 1 -%}
+                {%- endif -%}
+                {%- if add_vision_id -%}
+                    {{- 'Picture ' ~ image_count.value ~ ': ' -}}
+                {%- endif -%}
+                {{- '<|vision_start|><|image_pad|><|vision_end|>' -}}
+            {%- elif 'video' in item or item.type == 'video' -%}
+                {%- if is_system_content -%}
+                    {{- raise_exception('System message cannot contain videos.') -}}
+                {%- endif -%}
+                {%- if do_vision_count -%}
+                    {%- set video_count.value = video_count.value + 1 -%}
+                {%- endif -%}
+                {%- if add_vision_id -%}
+                    {{- 'Video ' ~ video_count.value ~ ': ' -}}
+                {%- endif -%}
+                {{- '<|vision_start|><|video_pad|><|vision_end|>' -}}
+            {%- elif 'text' in item -%}
+                {{- item.text -}}
+            {%- else -%}
+                {{- raise_exception('Unexpected item type in content.') -}}
+            {%- endif -%}
+        {%- endfor -%}
+    {%- elif content is none or content is undefined -%}
+        {{- '' -}}
+    {%- else -%}
+        {{- raise_exception('Unexpected content type.') -}}
+    {%- endif -%}
+{%- endmacro -%}
+{%- if not messages -%}
+    {{- raise_exception('No messages provided.') -}}
+{%- endif -%}
+{%- set store = namespace(messages=[], reasoning_effort=reasoning_effort|default(''), enable_thinking=enable_thinking|default(true)) -%}
+{%- for msg in messages -%}
+    {%- set raw_reason = "" -%}
+    {%- set txt = render_content(msg.content, false, true) | trim -%}
+    {%- if "{REASON:" in txt -%}
+        {%- set after_tag = txt.split("{REASON:") -%}
+        {%- set raw_reason = after_tag[1].split("}")[0] | lower | trim -%}
+        {%- set tag = "{REASON:" ~ after_tag[1].split("}")[0] ~ "}" -%}
+        {%- set clean_txt = txt.replace(tag, "") | trim -%}
+        {%- set store.messages = store.messages + [{"role": msg.role, "content": clean_txt}] -%}
+    {%- elif "[MODE:" in txt -%}
+        {%- set after_tag = txt.split("[MODE:") -%}
+        {%- set raw_reason = after_tag[1].split("]")[0] | lower | trim -%}
+        {%- set tag = "[MODE:" ~ after_tag[1].split("]")[0] ~ "]" -%}
+        {%- set clean_txt = txt.replace(tag, "") | trim -%}
+        {%- set store.messages = store.messages + [{"role": msg.role, "content": clean_txt}] -%}
+    {%- else -%}
+        {%- set store.messages = store.messages + [{"role": msg.role, "content": txt}] -%}
+    {%- endif -%}
+    {%- if raw_reason -%}
+        {%- if raw_reason.startswith('i') and raw_reason | length > 1 -%}
+            {%- set store.reasoning_effort = raw_reason[1:] -%}
+            {%- set store.enable_thinking = false -%}
+        {%- else -%}
+            {%- set store.reasoning_effort = raw_reason -%}
+        {%- endif -%}
+    {%- endif -%}
+{%- endfor -%}
+{%- set messages = store.messages -%}
+{%- set current_effort = store.reasoning_effort | default(reasoning_effort|default(thinking_level|default('xhigh'))) | string | lower | trim -%}
+{%- set current_thinking = store.enable_thinking -%}
+{%- if current_effort in ['0', 'disabled', 'none', 'off', 'zero', 'direct', 'mortal', 'chat'] -%}
+    {%- set current_thinking = false -%}
+    {%- set reasoning_instructions = '' -%}
+{%- elif current_effort in ['1', 'ulow', 'ultra-low', 'micro', 'minimal', 'hermes'] -%}
+    {%- set reasoning_instructions = inst_hermes -%}
+{%- elif current_effort in ['2', 'low', 'compact', 'fast', 'apollo'] -%}
+    {%- set reasoning_instructions = inst_apollo -%}
+{%- elif current_effort in ['3', 'lmed', 'low-medium', 'targeted', 'artemis'] -%}
+    {%- set reasoning_instructions = inst_artemis -%}
+{%- elif current_effort in ['4', 'medium', 'med', 'balanced', 'athena'] -%}
+    {%- set reasoning_instructions = inst_athena -%}
+{%- elif current_effort in ['5', 'mhigh', 'medium-high', 'architect', 'prometheus'] -%}
+    {%- set reasoning_instructions = inst_prometheus -%}
+{%- elif current_effort in ['6', 'high', 'deep', 'thorough', 'solstice'] -%}
+    {%- set reasoning_instructions = inst_solstice -%}
+{%- elif current_effort in ['7', 'xhigh', 'extreme-high', 'rigorous', 'hyperion', 'default'] -%}
+    {%- set reasoning_instructions = inst_hyperion -%}
+{%- elif current_effort in ['8', 'uhigh', 'ultra-high', 'einstein', 'solo-einstein'] -%}
+    {%- set reasoning_instructions = inst_einstein -%}
+{%- elif current_effort in ['9', 'amax', 'absolute-max', 'oracle', 'solo-oracle', 'proof'] -%}
+    {%- set reasoning_instructions = inst_oracle -%}
+{%- elif current_effort in ['swarm', 'einstein-swarm', '20-swarm', 'uhigh-swarm'] -%}
+    {%- set reasoning_instructions = inst_swarm -%}
+{%- elif current_effort in ['deep-swarm', 'oracle-swarm', 'council', 'amax-swarm', 'deep-research'] -%}
+    {%- set reasoning_instructions = inst_deep_swarm -%}
+{%- else -%}
+    {%- set reasoning_instructions = inst_hyperion -%}
+{%- endif -%}
+{%- if tools and tools is iterable and tools is not mapping -%}
+    {{- '<|im_start|>system\n' -}}
+    {%- if reasoning_instructions -%}
+        {{- reasoning_instructions + '\n\n' -}}
+    {%- endif -%}
+    {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" -}}
+    {%- for tool in tools -%}
+        {{- "\n" -}}
+        {{- tool | tojson -}}
+    {%- endfor -%}
+    {{- "\n</tools>" -}}
+    {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' -}}
+    {%- if messages[0].role == 'system' -%}
+        {%- set content = render_content(messages[0].content, false, true)|trim -%}
+        {%- if content -%}
+            {{- '\n\n' + content -}}
+        {%- endif -%}
+    {%- endif -%}
+    {{- '<|im_end|>\n' -}}
+{%- else -%}
+    {%- if messages[0].role == 'system' -%}
+        {%- set content = render_content(messages[0].content, false, true)|trim -%}
+        {%- if content -%}
+            {{- '<|im_start|>system\n' + (reasoning_instructions + '\n\n' if reasoning_instructions else '') + content + '<|im_end|>\n' -}}
+        {%- elif reasoning_instructions -%}
+            {{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' -}}
+        {%- endif -%}
+    {%- elif reasoning_instructions -%}
+        {{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' -}}
+    {%- endif -%}
+{%- endif -%}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) -%}
+{%- for message in messages[::-1] -%}
+    {%- set index = (messages|length - 1) - loop.index0 -%}
+    {%- if ns.multi_step_tool and message.role == "user" -%}
+        {%- set content = render_content(message.content, false)|trim -%}
+        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) -%}
+            {%- set ns.multi_step_tool = false -%}
+            {%- set ns.last_query_index = index -%}
+        {%- endif -%}
+    {%- endif -%}
+{%- endfor -%}
+{%- if ns.multi_step_tool -%}
+    {{- raise_exception('No user query found in messages.') -}}
+{%- endif -%}
+{%- for message in messages -%}
+    {%- set content = render_content(message.content, true)|trim -%}
+    {%- if message.role == "system" -%}
+        {%- if not loop.first -%}
+            {{- raise_exception('System message must be at the beginning.') -}}
+        {%- endif -%}
+    {%- elif message.role == "user" -%}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>\n' -}}
+    {%- elif message.role == "assistant" -%}
+        {%- set reasoning_content = '' -%}
+        {%- if message.reasoning_content is string -%}
+            {%- set reasoning_content = message.reasoning_content -%}
+        {%- endif -%}
+        {%- set reasoning_content = reasoning_content|trim -%}
+        {%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index -%}
+            {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content -}}
+        {%- else -%}
+            {{- '<|im_start|>' + message.role + '\n' + content -}}
+        {%- endif -%}
+        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping -%}
+            {%- for tool_call in message.tool_calls -%}
+                {%- if tool_call.function is defined -%}
+                    {%- set tool_call = tool_call.function -%}
+                {%- endif -%}
+                {%- if loop.first -%}
+                    {%- if content|trim -%}
+                        {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' -}}
+                    {%- else -%}
+                        {{- '<tool_call>\n<function=' + tool_call.name + '>\n' -}}
+                    {%- endif -%}
+                {%- else -%}
+                    {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' -}}
+                {%- endif -%}
+                {%- if tool_call.arguments is defined and tool_call.arguments != '' -%}
+                    {%- for args_name, args_value in tool_call.arguments|items -%}
+                        {{- '<parameter=' + args_name + '>\n' -}}
+                        {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe -%}
+                        {{- args_value -}}
+                        {{- '\n</parameter>\n' -}}
+                    {%- endfor -%}
+                {%- endif -%}
+                {{- '</function>\n</tool_call>' -}}
+            {%- endfor -%}
+        {%- endif -%}
+        {{- '<|im_end|>\n' -}}
+    {%- elif message.role == "tool" -%}
+        {%- if loop.previtem and loop.previtem.role != "tool" -%}
+            {{- '<|im_start|>user' -}}
+        {%- endif -%}
+        {{- '\n<tool_response>\n' -}}
+        {{- content -}}
+        {{- '\n</tool_response>' -}}
+        {%- if not loop.last and loop.nextitem.role != "tool" -%}
+            {{- '<|im_end|>\n' -}}
+        {%- elif loop.last -%}
+            {{- '<|im_end|>\n' -}}
+        {%- endif -%}
+    {%- else -%}
+        {{- raise_exception('Unexpected message role.') -}}
+    {%- endif -%}
+{%- endfor -%}
+{%- if add_generation_prompt -%}
+    {{- '<|im_start|>assistant\n' -}}
+    {%- if not current_thinking -%}
+        {{- '<think>\n\n</think>\n\n' -}}
+    {%- else -%}
+        {{- '<think>\n' -}}
+    {%- endif -%}
+{%- endif -%}