feat: add Solstice 10-level solo + swarm cognitive architecture chat template

chat_template.jinja

@@ -0,0 +1,304 @@
+{#- ================================================================= -#}
+{#- Solstice-AI 10-Level Cognitive Reasoning & Instruct Chat Template -#}
+{#- Tailored for DeepSeek-V4.1 Native Tokenizer & DSML Tool Calling  -#}
+{#- Core Spectrum: 0=Mortal, 1=Hermes, 2=Apollo, 3=Artemis, 4=Athena -#}
+{#- 5=Prometheus, 6=Solstice, 7=Hyperion (Default), 8=Einstein,       -#}
+{#- 9=Oracle. Separate Swarms: swarm (20-Agent), deep-swarm (Council) -#}
+{#- ================================================================= -#}
+{%- set inst_hermes -%}
+Reasoning Effort: Rapid Instinct (Level 1 — Hermes).
+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 emerge, resolve them with minimal overhead.
+- Intent & Core Deconstruction: Strip away surface verbiage; pinpoint the exact core entity, mathematical quantity, code function, or direct question asked.
+- Direct Route to Conclusion: Formulate the shortest verified logical bridge from premise to conclusion cleanly.
+{%- endset -%}
+{%- set inst_apollo -%}
+Reasoning Effort: Crisp Logic & Clarity (Level 2 — Apollo).
+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.
+- Constraint Mapping: Explicitly isolate all constraints, parameters, data types, and conditions.
+- Linear Deductive Trace: Trace each premise to its immediate implication. Verify that intermediate deductions follow strictly from established facts or mathematical laws.
+{%- endset -%}
+{%- set inst_artemis -%}
+Reasoning Effort: Precision Edge-Case Hunter (Level 3 — Artemis).
+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. Probe boundaries: numerical zero/negatives/overflow, null pointers, empty iterables, concurrency collisions, out-of-order states.
+- Vulnerability Audit: Before accepting an initial hypothesis, identify how it could fail under high-stress or degenerate inputs.
+- Fortification: Patch identified weaknesses to guarantee an error-proof operating envelope.
+{%- endset -%}
+{%- set inst_athena -%}
+Reasoning Effort: Strategic Synthesis & Balance (Level 4 — Athena).
+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.
+- Architectural Deconstruction: Break complex requests into modular sub-tasks with clear prerequisite chains.
+- Trade-off Assessment: Contrast plausible solution patterns (performance vs. readability, latency vs. throughput, modularity vs. simplicity). Justify chosen paths.
+- Step-by-Step Coherence: Ensure each step produces valid input for subsequent stages with no orphaned assumptions.
+{%- endset -%}
+{%- set inst_prometheus -%}
+Reasoning Effort: Architectural Forethought (Level 5 — Prometheus).
+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. Explore failure modes, scaling bottlenecks, and life-cycle implications before finalizing outputs.
+- Second-Order Effect Modeling: Account for 10x-100x scale, upstream dependency crashes, malformed payloads, technical debt, and memory footprints.
+- Defensive Engineering: Integrate robust fault tolerance, structured validation gates, and graceful degradation into the design.
+{%- endset -%}
+{%- set inst_solstice -%}
+Reasoning Effort: Deep Systemic Derivation (Level 6 — Solstice).
+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.
+- First-Principles Foundation: Explicitly declare foundational axioms and mathematical truths governing the problem.
+- Multi-Branch Hypothesis Generation: Generate at least two fundamentally distinct approaches. Analyze properties of each.
+- Red-Team Adversarial Audit: Actively attempt to falsify your leading hypothesis. Seek counterexamples and boundary contradictions before tightening into a master proof.
+{%- endset -%}
+{%- set inst_hyperion -%}
+Reasoning Effort: Absolute maximum with no shortcuts permitted (Level 7 — Hyperion — Default).
+You MUST be very thorough in your thinking and comprehensively decompose the problem to resolve the root cause, rigorously stress-testing your logic against all potential paths, edge cases, and adversarial scenarios.
+Explicitly write out your entire deliberation process, documenting every intermediate step, considered alternative, and rejected hypothesis to ensure absolutely no assumption is left unchecked.
+{%- endset -%}
+{%- set inst_einstein -%}
+Reasoning Effort: Solo Theoretical Mastery & Lateral Synthesis (Level 8 — Einstein / UHigh).
+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 -%}
+Reasoning Effort: Solo Exhaustive Theorem Proof (Level 9 — Oracle / AMax).
+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 -%}
+Reasoning Effort: 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 core.
+- Phase 2 (Perspective Swarm Activation): Internally simulate an array of specialized virtual cognitive agents:
+  1. Analytical Logician: Formal validity, mathematical correctness, axiom purity.
+  2. Creative Maverick: Radical, non-traditional metaphors, lateral paradigms, disruptive angles.
+  3. Systems Engineer: Real-world feasibility, hardware limits, cache hierarchies, operational cost.
+  4. Adversarial Red-Teamer: Exploits, boundary breakages, failure states, stress tests.
+  5. Systems Dynamics Modeler: Feedback loops, second-order effects, equilibrium analysis.
+  6. Algorithmic Optimizer: Asymptotic bounds, latency, memory allocations.
+  7. Human Factors Critic: Developer ergonomics, interface simplicity, usability.
+- Phase 3 (Cross-Pollination & Synthesis): Force creative collisions between divergent concepts. Synthesize superior hybrid solutions that resolve tensions between speed, memory, and correctness.
+- Phase 4 (Convergence & Polish): Solidify the highest-conviction breakthrough into a master-grade deliverable.
+{%- endset -%}
+{%- set inst_deep_swarm -%}
+Reasoning Effort: 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:
+- Protocol 1 (Problem Calibration): Calibrate complexity from 1 to 5; establish explicit domain boundaries and success criteria.
+- Protocol 2 (Virtual Expert Panel): Assemble 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 trace proofs.
+- 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 -%}
+{%- macro render_content(content) -%}
+    {%- 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' -%}
+                {{- '<｜deepseek_image｜>' -}}
+            {%- elif 'text' in item -%}
+                {{- item.text -}}
+            {%- else -%}
+                {{- item | string -}}
+            {%- endif -%}
+        {%- endfor -%}
+    {%- elif content is none or content is undefined -%}
+        {{- '' -}}
+    {%- else -%}
+        {{- content | string -}}
+    {%- endif -%}
+{%- endmacro -%}
+{%- if not messages -%}
+    {{- raise_exception('No messages provided.') -}}
+{%- endif -%}
+{%- set bos = bos_token | default('<｜begin▁of▁sentence｜>') -%}
+{%- set eos = eos_token | default('<｜end▁of▁sentence｜>') -%}
+{%- set store = namespace(
+    messages=[],
+    raw_mode='',
+    explicit_thinking=enable_thinking,
+    last_user_idx=-1
+) -%}
+{%- for msg in messages -%}
+    {%- set txt = render_content(msg.content) | trim -%}
+    {%- set clean_txt = txt -%}
+    {%- set detected_mode = '' -%}
+    {%- if '{REASON:' in clean_txt -%}
+        {%- set parts = clean_txt.split('{REASON:') -%}
+        {%- set tag_inner = parts[1].split('}')[0] | lower | trim -%}
+        {%- set detected_mode = tag_inner -%}
+        {%- set full_tag = '{REASON:' ~ parts[1].split('}')[0] ~ '}' -%}
+        {%- set clean_txt = clean_txt.replace(full_tag, '') | trim -%}
+    {%- elif '[MODE:' in clean_txt -%}
+        {%- set parts = clean_txt.split('[MODE:') -%}
+        {%- set tag_inner = parts[1].split(']')[0] | lower | trim -%}
+        {%- set detected_mode = tag_inner -%}
+        {%- set full_tag = '[MODE:' ~ parts[1].split(']')[0] ~ ']' -%}
+        {%- set clean_txt = clean_txt.replace(full_tag, '') | trim -%}
+    {%- endif -%}
+    {%- if detected_mode -%}
+        {%- set store.raw_mode = detected_mode -%}
+    {%- endif -%}
+    {%- set store.messages = store.messages + [{'role': msg.role, 'content': clean_txt, 'reasoning_content': msg.reasoning_content | default(''), 'tool_calls': msg.tool_calls | default([])}] -%}
+{%- endfor -%}
+{%- for msg in store.messages -%}
+    {%- if msg.role == 'user' or msg.role == 'developer' -%}
+        {%- set store.last_user_idx = loop.index0 -%}
+    {%- endif -%}
+{%- endfor -%}
+{%- set target_mode = store.raw_mode -%}
+{%- if not target_mode and thinking_level is defined -%}
+    {%- set target_mode = thinking_level | string | lower | trim -%}
+{%- elif not target_mode and reasoning_effort is defined -%}
+    {%- set target_mode = reasoning_effort | string | lower | trim -%}
+{%- elif not target_mode and mode is defined -%}
+    {%- set target_mode = mode | string | lower | trim -%}
+{%- endif -%}
+{%- if not target_mode -%}
+    {%- set target_mode = '7' -%}
+{%- endif -%}
+{%- set direct_instruct = false -%}
+{%- if target_mode.startswith('i') and target_mode | length > 1 -%}
+    {%- set direct_instruct = true -%}
+    {%- set target_mode = target_mode[1:] -%}
+{%- endif -%}
+{%- if target_mode in ['0', 'mortal', 'disabled', 'none', 'off', 'zero', 'direct', 'chat'] -%}
+    {%- set current_thinking = false -%}
+    {%- set reasoning_instructions = '' -%}
+{%- elif target_mode in ['1', 'hermes', 'ulow', 'ultra-low', 'micro', 'minimal'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_hermes -%}
+{%- elif target_mode in ['2', 'apollo', 'low', 'compact', 'fast'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_apollo -%}
+{%- elif target_mode in ['3', 'artemis', 'lmed', 'low-medium', 'targeted'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_artemis -%}
+{%- elif target_mode in ['4', 'athena', 'medium', 'med', 'balanced'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_athena -%}
+{%- elif target_mode in ['5', 'prometheus', 'mhigh', 'medium-high', 'architect'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_prometheus -%}
+{%- elif target_mode in ['6', 'solstice', 'high', 'deep', 'thorough'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_solstice -%}
+{%- elif target_mode in ['7', 'hyperion', 'xhigh', 'extreme-high', 'rigorous', 'default'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_hyperion -%}
+{%- elif target_mode in ['8', 'einstein', 'uhigh', 'ultra-high', 'solo-einstein'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_einstein -%}
+{%- elif target_mode in ['9', 'oracle', 'amax', 'absolute-max', 'solo-oracle', 'proof'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_oracle -%}
+{%- elif target_mode in ['swarm', 'einstein-swarm', '20-swarm', 'uhigh-swarm'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_swarm -%}
+{%- elif target_mode in ['deep-swarm', 'oracle-swarm', 'council', 'amax-swarm', 'deep-research'] -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_deep_swarm -%}
+{%- else -%}
+    {%- set current_thinking = not direct_instruct -%}
+    {%- set reasoning_instructions = inst_hyperion -%}
+{%- endif -%}
+{%- if store.explicit_thinking is defined and store.explicit_thinking is not none -%}
+    {%- set current_thinking = store.explicit_thinking -%}
+{%- endif -%}
+{{- bos -}}
+{%- if reasoning_instructions -%}
+    {{- reasoning_instructions + '\n\n' -}}
+{%- endif -%}
+{%- if tools and tools is iterable and tools is not mapping -%}
+{{ "## Tools\n\nYou have access to a set of tools to help answer the user's question. You can invoke tools by writing a \"<｜DSML｜tool_calls>\" block like the following:\n\n<｜DSML｜tool_calls>\n<｜DSML｜invoke name=\"$TOOL_NAME\">\n<｜DSML｜parameter name=\"$PARAMETER_NAME\" string=\"true|false\">$PARAMETER_VALUE</｜DSML｜parameter>\n...\n</｜DSML｜invoke>\n<｜DSML｜invoke name=\"$TOOL_NAME2\">\n...\n</｜DSML｜invoke>\n</｜DSML｜tool_calls>\n\nString parameters should be specified as is and set `string=\"true\"`. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string=\"false\"`.\n\n### Available Tool Schemas\n\n" }}
+    {%- for tool in tools -%}
+        {%- if tool.function is defined -%}
+            {{- tool.function | tojson -}}
+        {%- else -%}
+            {{- tool | tojson -}}
+        {%- endif -%}
+        {%- if not loop.last -%}{{- '\n' -}}{%- endif -%}
+    {%- endfor -%}
+{{ "\n\nYou MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls.\n\n" }}
+{%- endif -%}
+{%- set ns = namespace(system_content='', has_system=false, prev_role='') -%}
+{%- for msg in store.messages -%}
+    {%- if msg.role == 'system' -%}
+        {%- if not ns.has_system -%}
+            {%- set ns.system_content = msg.content -%}
+            {%- set ns.has_system = true -%}
+        {%- else -%}
+            {%- set ns.system_content = ns.system_content + '\n\n' + msg.content -%}
+        {%- endif -%}
+    {%- endif -%}
+{%- endfor -%}
+{%- if ns.has_system and ns.system_content -%}
+    {{- ns.system_content -}}
+{%- endif -%}
+{%- for msg in store.messages -%}
+    {%- set idx = loop.index0 -%}
+    {%- if msg.role == 'user' or msg.role == 'developer' -%}
+        {{- '<｜User｜>' + msg.content -}}
+        {%- set ns.prev_role = 'user' -%}
+    {%- elif msg.role == 'assistant' -%}
+        {%- set r_content = msg.reasoning_content | trim -%}
+        {%- set m_content = msg.content | trim -%}
+        {%- if r_content and (preserve_thinking is undefined or preserve_thinking or idx > store.last_user_idx) -%}
+            {{- '<｜Assistant｜><think>' + r_content + '</think>' + m_content -}}
+        {%- else -%}
+            {{- '<｜Assistant｜>' + m_content -}}
+        {%- endif -%}
+        {%- if msg.tool_calls and msg.tool_calls is iterable and msg.tool_calls is not mapping -%}
+            {{- '\n\n<｜DSML｜tool_calls>' -}}
+            {%- for tc in msg.tool_calls -%}
+                {%- set tc_name = tc.function.name if tc.function is defined else tc.name -%}
+                {%- set tc_args = tc.function.arguments if tc.function is defined else tc.arguments -%}
+                {{- '\n<｜DSML｜invoke name="' + tc_name + '">' -}}
+                {%- if tc_args is mapping -%}
+                    {%- for p_name, p_val in tc_args.items() -%}
+                        {%- if p_val is string -%}
+                            {{- '\n<｜DSML｜parameter name="' + p_name + '" string="true">' + p_val + '</｜DSML｜parameter>' -}}
+                        {%- else -%}
+                            {{- '\n<｜DSML｜parameter name="' + p_name + '" string="false">' + (p_val | tojson) + '</｜DSML｜parameter>' -}}
+                        {%- endif -%}
+                    {%- endfor -%}
+                {%- elif tc_args is string -%}
+                    {{- '\n' + tc_args -}}
+                {%- endif -%}
+                {{- '\n</｜DSML｜invoke>' -}}
+            {%- endfor -%}
+            {{- '\n</｜DSML｜tool_calls>' -}}
+        {%- endif -%}
+        {{- eos -}}
+        {%- set ns.prev_role = 'assistant' -%}
+    {%- elif msg.role == 'tool' -%}
+        {%- if ns.prev_role != 'user' -%}
+            {{- '<｜User｜>' -}}
+        {%- endif -%}
+        {{- '<tool_result>' + msg.content + '</tool_result>' -}}
+        {%- set ns.prev_role = 'user' -%}
+    {%- endif -%}
+{%- endfor -%}
+{%- if add_generation_prompt -%}
+    {%- if current_thinking -%}
+        {{- '<｜Assistant｜><think>\n' -}}
+    {%- else -%}
+        {{- '<｜Assistant｜></think>' -}}
+    {%- endif -%}
+{%- endif -%}