feat(workspace): setup uv workspace con 2 member (multi-swarm-core + strategy-crypto)

- Root pyproject.toml come workspace coordinator (no codice, dev deps + tool config)
- src/multi_swarm_core/pyproject.toml: package core con dipendenze (pandas, openai, pydantic, ...)
- src/strategy_crypto/pyproject.toml: package strategia con multi-swarm-core come workspace dep
- Aggiunte env var GA_DB_PATH, STRATEGY_CRYPTO_DB_PATH, DASHBOARD_ROOT_PATH in .env.example
- Patch Dockerfile (commento, label, healthcheck per workspace)
- .gitignore: aggiunto .omc/ + state/*.db generico
- Rigenerato uv.lock dal workspace

uv tree mostra:
  strategy-crypto v0.1.0
  ├── multi-swarm-core v0.1.0
  ├── nicegui v3.12.0
  └── ...

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

.env.example

@@ -21,13 +21,20 @@ LLM_MODEL_TIER_D=openai/gpt-oss-20b
 RUN_NAME=phase1-spike-001
 DATA_DIR=./data
 SERIES_DIR=./series
-DB_PATH=./runs.db
+
+# Database paths (split per dominio):
+#  - GA_DB_PATH: tabelle GA universali (runs, generations, genomes, evaluations)
+#  - STRATEGY_CRYPTO_DB_PATH: tabelle paper_trading_* per la strategia crypto
+GA_DB_PATH=./state/runs.db
+STRATEGY_CRYPTO_DB_PATH=./state/strategy_crypto.db
 
 # Docker / Traefik (usati SOLO da docker-compose.yml)
-# Dominio base: traefik espone la dashboard su swarm.${DOMAIN_NAME}
+# Dominio base: traefik espone la dashboard su swarm.${DOMAIN_NAME}/strategy_crypto_gui
 DOMAIN_NAME=tielogic.xyz
 # Porta interna della NiceGUI dashboard (Traefik fa il TLS davanti)
 SWARM_DASHBOARD_PORT=8080
+# Subpath URL del dashboard NiceGUI (usato come root_path in produzione)
+DASHBOARD_ROOT_PATH=/strategy_crypto_gui
 
 # Paper-trading runner — override del command nel compose (opzionali)
 PAPER_RUN_NAME=phase3-papertrade-prod

.gitignore

@@ -24,6 +24,10 @@ venv/
 *.key
 
 # Project artefacts (non versionati: troppo grandi o rigenerabili)
+state/*.db
+state/*.db-journal
+state/*.db-wal
+state/*.db-shm
 runs.db
 runs.db-journal
 runs.db-wal
@@ -36,6 +40,9 @@ checkpoints/
 logs/
 *.log
 
+# OMC state (auto-orchestration)
+.omc/
+
 # Build / dist
 build/
 dist/

.omc/project-memory.json

@@ -1,234 +0,0 @@
-{
-  "version": "1.0.0",
-  "lastScanned": 1778863584729,
-  "projectRoot": "/opt/docker/multi_swarm_coevolutive",
-  "techStack": {
-    "languages": [
-      {
-        "name": "Python",
-        "version": null,
-        "confidence": "high",
-        "markers": [
-          "pyproject.toml"
-        ]
-      }
-    ],
-    "frameworks": [
-      {
-        "name": "pytest",
-        "version": null,
-        "category": "testing"
-      }
-    ],
-    "packageManager": null,
-    "runtime": null
-  },
-  "build": {
-    "buildCommand": null,
-    "testCommand": "pytest",
-    "lintCommand": "ruff check",
-    "devCommand": null,
-    "scripts": {}
-  },
-  "conventions": {
-    "namingStyle": null,
-    "importStyle": null,
-    "testPattern": null,
-    "fileOrganization": null
-  },
-  "structure": {
-    "isMonorepo": false,
-    "workspaces": [],
-    "mainDirectories": [
-      "docs",
-      "scripts",
-      "src",
-      "tests"
-    ],
-    "gitBranches": {
-      "defaultBranch": "main",
-      "branchingStrategy": null
-    }
-  },
-  "customNotes": [],
-  "directoryMap": {
-    "data": {
-      "path": "data",
-      "purpose": "Data files",
-      "fileCount": 0,
-      "lastAccessed": 1778863584681,
-      "keyFiles": []
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-    "docs": {
-      "path": "docs",
-      "purpose": "Documentation",
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-      "lastAccessed": 1778863584688,
-      "keyFiles": []
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-    "scripts": {
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-      "purpose": "Build/utility scripts",
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-      "lastAccessed": 1778863584699,
-      "keyFiles": [
-        "__init__.py",
-        "backtest_strategy.py",
-        "replay_strategies_window.py",
-        "run_paper_trading.py",
-        "run_phase1.py"
-      ]
-    },
-    "series": {
-      "path": "series",
-      "purpose": null,
-      "fileCount": 1,
-      "lastAccessed": 1778863584703,
-      "keyFiles": [
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-    "src": {
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-      "purpose": "Source code",
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-      "keyFiles": [
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-      "path": "strategies",
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-      "lastAccessed": 1778863584707,
-      "keyFiles": [
-        "btc_fb63e851.json",
-        "eth_facd6af85d5d.json"
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-    "tests": {
-      "path": "tests",
-      "purpose": "Test files",
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-      "keyFiles": [
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.omc/sessions/798fb16b-8751-4e21-a558-26b5cea16bd8.json

@@ -1,8 +0,0 @@
-{
-  "session_id": "798fb16b-8751-4e21-a558-26b5cea16bd8",
-  "ended_at": "2026-05-15T00:33:45.627Z",
-  "reason": "other",
-  "agents_spawned": 0,
-  "agents_completed": 0,
-  "modes_used": []
-}

.omc/sessions/d997b670-db00-45b4-a478-cdad4d7fd603.json

@@ -1,8 +0,0 @@
-{
-  "session_id": "d997b670-db00-45b4-a478-cdad4d7fd603",
-  "ended_at": "2026-05-15T14:30:53.277Z",
-  "reason": "other",
-  "agents_spawned": 1,
-  "agents_completed": 1,
-  "modes_used": []
-}

.omc/sessions/ed0d4e09-401a-47e4-b354-336908ba30c2.json

@@ -1,8 +0,0 @@
-{
-  "session_id": "ed0d4e09-401a-47e4-b354-336908ba30c2",
-  "ended_at": "2026-05-14T09:47:10.928Z",
-  "reason": "other",
-  "agents_spawned": 0,
-  "agents_completed": 0,
-  "modes_used": []
-}

.omc/state/agent-replay-798fb16b-8751-4e21-a558-26b5cea16bd8.jsonl

@@ -1,31 +0,0 @@
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-{"t":0,"agent":"a3e1e57","agent_type":"unknown","event":"agent_stop","success":true}
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-{"t":0,"agent":"a5e7734","agent_type":"unknown","event":"agent_stop","success":true}

.omc/state/agent-replay-c410f859-5a67-475c-a941-8e2c50ed3a11.jsonl

@@ -1,6 +0,0 @@
-{"t":0,"agent":"aa06dbe","agent_type":"Explore","event":"agent_start","parent_mode":"none"}
-{"t":0,"agent":"a62f5be","agent_type":"Explore","event":"agent_start","parent_mode":"none"}
-{"t":0,"agent":"a62f5be","agent_type":"Explore","event":"agent_stop","success":true,"duration_ms":21379}
-{"t":0,"agent":"aa06dbe","agent_type":"Explore","event":"agent_stop","success":true,"duration_ms":94545}
-{"t":0,"agent":"a086f61","agent_type":"Plan","event":"agent_start","parent_mode":"none"}
-{"t":0,"agent":"a086f61","agent_type":"Plan","event":"agent_stop","success":true,"duration_ms":202552}

.omc/state/agent-replay-d997b670-db00-45b4-a478-cdad4d7fd603.jsonl

@@ -1,16 +0,0 @@
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-{"t":0,"agent":"a160b0e","agent_type":"unknown","event":"agent_stop","success":true}
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-{"t":0,"agent":"a523e02","agent_type":"unknown","event":"agent_stop","success":true}
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-{"t":0,"agent":"a70e03c","agent_type":"unknown","event":"agent_stop","success":true}
-{"t":0,"agent":"a5535e6","agent_type":"Explore","event":"agent_start","parent_mode":"none"}
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-{"t":0,"agent":"adffe1e","agent_type":"unknown","event":"agent_stop","success":true}

.omc/state/agent-replay-ed0d4e09-401a-47e4-b354-336908ba30c2.jsonl

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-{"t":0,"agent":"a25cb13","agent_type":"unknown","event":"agent_stop","success":true}

.omc/state/hud-state.json

@@ -1,6 +0,0 @@
-{
-  "timestamp": "2026-05-15T16:46:57.759Z",
-  "backgroundTasks": [],
-  "sessionStartTimestamp": "2026-05-15T16:46:24.599Z",
-  "sessionId": "c410f859-5a67-475c-a941-8e2c50ed3a11"
-}

.omc/state/hud-stdin-cache.json

@@ -1 +0,0 @@
-{"session_id":"c410f859-5a67-475c-a941-8e2c50ed3a11","transcript_path":"/root/.claude/projects/-opt-docker-multi-swarm-coevolutive/c410f859-5a67-475c-a941-8e2c50ed3a11.jsonl","cwd":"/opt/docker/multi_swarm_coevolutive","effort":{"level":"xhigh"},"session_name":"monorepo-reorganization-split-revert","model":{"id":"claude-opus-4-7[1m]","display_name":"Opus 4.7 (1M context)"},"workspace":{"current_dir":"/opt/docker/multi_swarm_coevolutive","project_dir":"/opt/docker/multi_swarm_coevolutive","added_dirs":[]},"version":"2.1.142","output_style":{"name":"default"},"cost":{"total_cost_usd":12.174355699999994,"total_duration_ms":3442407,"total_api_duration_ms":1675477,"total_lines_added":750,"total_lines_removed":345},"context_window":{"total_input_tokens":212953,"total_output_tokens":8,"context_window_size":1000000,"current_usage":{"input_tokens":6,"output_tokens":8,"cache_creation_input_tokens":599,"cache_read_input_tokens":212348},"used_percentage":21,"remaining_percentage":79},"exceeds_200k_tokens":true,"fast_mode":false,"thinking":{"enabled":true},"rate_limits":{"five_hour":{"used_percentage":11,"resets_at":1778881200},"seven_day":{"used_percentage":21,"resets_at":1779138000}}}

.omc/state/idle-notif-cooldown.json

@@ -1,3 +0,0 @@
-{
-  "lastSentAt": "2026-05-15T17:22:55.330Z"
-}

.omc/state/last-tool-error.json

@@ -1,7 +0,0 @@
-{
-  "tool_name": "Bash",
-  "tool_input_preview": "{\"command\":\"find /opt/docker/multi_swarm_coevolutive -name \\\"config.py\\\" | xargs grep -l \\\"DATA_DIR\\\\|STRATEGIES\\\\|STATE\\\" 2>/dev/null\"}",
-  "error": "Exit code 123",
-  "timestamp": "2026-05-15T17:03:17.335Z",
-  "retry_count": 1
-}

.omc/state/mission-state.json

@@ -1,145 +0,0 @@
-{
-  "updatedAt": "2026-05-15T17:12:22.595Z",
-  "missions": [
-    {
-      "id": "session:d997b670-db00-45b4-a478-cdad4d7fd603:none",
-      "source": "session",
-      "name": "none",
-      "objective": "Session mission",
-      "createdAt": "2026-05-15T10:07:56.561Z",
-      "updatedAt": "2026-05-15T11:04:10.376Z",
-      "status": "done",
-      "workerCount": 1,
-      "taskCounts": {
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-        "pending": 0,
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-        "failed": 0
-      },
-      "agents": [
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-          "role": "Explore",
-          "ownership": "a5535e676159dcf1c",
-          "status": "done",
-          "currentStep": null,
-          "latestUpdate": "completed",
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-          "updatedAt": "2026-05-15T11:04:10.376Z"
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-          "at": "2026-05-15T10:07:56.561Z",
-          "kind": "update",
-          "agent": "Explore:a5535e6",
-          "detail": "started Explore:a5535e6",
-          "sourceKey": "session-start:a5535e676159dcf1c"
-        },
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-      "source": "session",
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-      "objective": "Session mission",
-      "createdAt": "2026-05-15T17:02:02.737Z",
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-          "updatedAt": "2026-05-15T17:02:35.066Z"
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-          "role": "Plan",
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-          "id": "session-start:a086f61a1fbb580be:2026-05-15T17:09:00.043Z",
-          "at": "2026-05-15T17:09:00.043Z",
-          "kind": "update",
-          "agent": "Plan:a086f61",
-          "detail": "started Plan:a086f61",
-          "sourceKey": "session-start:a086f61a1fbb580be"
-        },
-        {
-          "id": "session-stop:a086f61a1fbb580be:2026-05-15T17:12:22.595Z",
-          "at": "2026-05-15T17:12:22.595Z",
-          "kind": "completion",
-          "agent": "Plan:a086f61",
-          "detail": "completed",
-          "sourceKey": "session-stop:a086f61a1fbb580be"
-        }
-      ]
-    }
-  ]
-}

.omc/state/subagent-tracking.json

@@ -1,35 +0,0 @@
-{
-  "agents": [
-    {
-      "agent_id": "aa06dbecb11544c5e",
-      "agent_type": "Explore",
-      "started_at": "2026-05-15T17:02:02.737Z",
-      "parent_mode": "none",
-      "status": "completed",
-      "completed_at": "2026-05-15T17:03:37.282Z",
-      "duration_ms": 94545
-    },
-    {
-      "agent_id": "a62f5bee30bd7a6c1",
-      "agent_type": "Explore",
-      "started_at": "2026-05-15T17:02:13.687Z",
-      "parent_mode": "none",
-      "status": "completed",
-      "completed_at": "2026-05-15T17:02:35.066Z",
-      "duration_ms": 21379
-    },
-    {
-      "agent_id": "a086f61a1fbb580be",
-      "agent_type": "Plan",
-      "started_at": "2026-05-15T17:09:00.043Z",
-      "parent_mode": "none",
-      "status": "completed",
-      "completed_at": "2026-05-15T17:12:22.595Z",
-      "duration_ms": 202552
-    }
-  ],
-  "total_spawned": 3,
-  "total_completed": 3,
-  "total_failed": 0,
-  "last_updated": "2026-05-15T17:12:22.696Z"
-}

Dockerfile

@@ -1,13 +1,15 @@
 # syntax=docker/dockerfile:1.7
 #
-# Multi-Swarm Coevolutive — immagine unica usata da due servizi:
+# Multi-Swarm Coevolutive — immagine unica usata da due servizi del compose:
 #   * paper-trading runner       (scripts/run_paper_trading.py)
-#   * Streamlit dashboard (src/multi_swarm/dashboard/streamlit_app.py)
+#   * NiceGUI dashboard          (strategy_crypto.frontend.nicegui_app)
 #
-# Builder stage: risolve uv.lock con `uv sync --frozen --no-dev` e produce
+# uv workspace: pyproject root coordina due member packages
-# un venv in /app/.venv. Runtime stage: copia solo /app + scripts/ e gira
+#   (multi-swarm-core + strategy-crypto). Il `uv sync --frozen` installa
-# come utente non-root. data/, series/, strategies/, state/ sono bind
+#   entrambi come editable nella venv del builder.
-# mount dal compose, quindi non finiscono nell'immagine.
+# Runtime stage: copia solo /app + scripts/ e gira come utente non-root.
+# data/, series/, state/ sono bind mount dal compose; strategies/ è
+# bind-mounted dal path src/strategy_crypto/strategy_crypto/strategies.
 
 FROM python:3.13-slim AS builder
 RUN apt-get update && apt-get install -y --no-install-recommends \
@@ -21,7 +23,7 @@ RUN uv sync --frozen --no-dev
 
 
 FROM python:3.13-slim AS runtime
-LABEL org.opencontainers.image.title="multi-swarm" \
+LABEL org.opencontainers.image.title="multi-swarm-coevolutive" \
       org.opencontainers.image.version="0.1.0" \
       org.opencontainers.image.source="https://git.tielogic.xyz/Adriano/Multi_Swarm_Coevolutive"
 
@@ -43,10 +45,10 @@ RUN useradd -m -u 1000 app \
     && chown -R app:app /app
 USER app
 
-# Healthcheck di default: import del package — i servizi reali lo
+# Healthcheck di default: import dei due package del workspace.
-# sovrascrivono nel compose (streamlit /_stcore/health).
+# I servizi reali lo sovrascrivono nel compose (es. NiceGUI HTTP).
 HEALTHCHECK --interval=60s --timeout=5s --retries=3 --start-period=10s \
-    CMD python -c "import multi_swarm" || exit 1
+    CMD python -c "import multi_swarm_core, strategy_crypto" || exit 1
 
 # Nessun CMD di default: il compose specifica entrypoint/command
 # per ognuno dei due servizi.

pyproject.toml

@@ -1,26 +1,16 @@
 [project]
-name = "multi-swarm"
+name = "multi-swarm-coevolutive"
 version = "0.1.0"
-description = "Multi-Swarm Coevolutive PoC trading swarm — Phase 1 lean spike"
+description = "Multi-Swarm Coevolutive: monorepo workspace (core + strategie)"
 authors = [{ name = "Adriano Dal Pastro", email = "adrianodalpastro@tielogic.com" }]
 requires-python = ">=3.13"
-dependencies = [
+
-    "pandas>=2.2",
+[tool.uv.workspace]
-    "numpy>=2.1",
+members = ["src/multi_swarm_core", "src/strategy_crypto"]
-    "scipy>=1.14",
+
-    "pydantic>=2.9",
+[tool.uv.sources]
-    "pydantic-settings>=2.6",
+multi-swarm-core = { workspace = true }
-    "sqlmodel>=0.0.22",
+strategy-crypto = { workspace = true }
-    "openai>=1.55",
-    "httpx>=0.28",
-    "requests>=2.32",
-    "tenacity>=9.0",
-    "pyyaml>=6.0",
-    "plotly>=5.24",
-    "pyarrow>=18.0",
-    "nicegui>=3.11.1",
-    "yfinance>=1.3.0",
-]
 
 [dependency-groups]
 dev = [
@@ -31,15 +21,10 @@ dev = [
     "ruff>=0.7",
     "mypy>=1.13",
     "types-requests>=2.32",
+    "multi-swarm-core",
+    "strategy-crypto",
 ]
 
-[build-system]
-requires = ["hatchling"]
-build-backend = "hatchling.build"
-
-[tool.hatch.build.targets.wheel]
-packages = ["src/multi_swarm"]
-
 [tool.ruff]
 line-length = 100
 target-version = "py313"
@@ -52,7 +37,7 @@ python_version = "3.13"
 strict = true
 
 [tool.pytest.ini_options]
-testpaths = ["tests"]
+testpaths = ["src/multi_swarm_core/tests", "src/strategy_crypto/tests"]
 addopts = "-v --tb=short"
 markers = [
     "integration: tests that require external services (Cerbero, LLM API)",

src/multi_swarm_core/pyproject.toml

@@ -0,0 +1,25 @@
+[project]
+name = "multi-swarm-core"
+version = "0.1.0"
+description = "Multi-Swarm Coevolutive core: GA, genome, protocol, backtest, cerbero, data, llm, persistence"
+authors = [{ name = "Adriano Dal Pastro", email = "adrianodalpastro@tielogic.com" }]
+requires-python = ">=3.13"
+dependencies = [
+    "pandas>=2.2",
+    "numpy>=2.1",
+    "scipy>=1.14",
+    "pydantic>=2.9",
+    "pydantic-settings>=2.6",
+    "sqlmodel>=0.0.22",
+    "openai>=1.55",
+    "httpx>=0.28",
+    "requests>=2.32",
+    "tenacity>=9.0",
+    "pyyaml>=6.0",
+    "pyarrow>=18.0",
+    "yfinance>=1.3.0",
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"

src/strategy_crypto/pyproject.toml

@@ -0,0 +1,20 @@
+[project]
+name = "strategy-crypto"
+version = "0.1.0"
+description = "Strategy crypto: paper-trading runner + NiceGUI dashboard, consuma multi-swarm-core"
+authors = [{ name = "Adriano Dal Pastro", email = "adrianodalpastro@tielogic.com" }]
+requires-python = ">=3.13"
+dependencies = [
+    "multi-swarm-core",
+    "nicegui>=3.11.1",
+    "plotly>=5.24",
+    "pandas>=2.2",
+    "pyarrow>=18.0",
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel.force-include]
+"strategy_crypto/strategies" = "strategy_crypto/strategies"

uv.lock

@@ -3,16 +3,23 @@ revision = 3
 requires-python = ">=3.13"
 resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'win32'",
-    "python_full_version == '3.14.*' and sys_platform == 'win32'",
     "python_full_version >= '3.15' and sys_platform == 'emscripten'",
-    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
     "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.14.*' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
     "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version < '3.14' and sys_platform == 'win32'",
     "python_full_version < '3.14' and sys_platform == 'emscripten'",
     "python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 
+[manifest]
+members = [
+    "multi-swarm-coevolutive",
+    "multi-swarm-core",
+    "strategy-crypto",
+]
+
 [[package]]
 name = "aiofiles"
 version = "25.1.0"
@@ -143,40 +150,40 @@ wheels = [
 
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+name = "multi-swarm-coevolutive"
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+source = { virtual = "." }
+
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+    { name = "mypy" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
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+    { name = "responses" },
+    { name = "ruff" },
+    { name = "strategy-crypto" },
+    { name = "types-requests" },
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+
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+
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+    { name = "pytest", specifier = ">=8.3" },
+    { name = "pytest-asyncio", specifier = ">=0.24" },
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 [package.optional-dependencies]