feat(strategy_pythagoras): scaffold workspace member + register in uv

.gitignore

@@ -47,3 +47,6 @@ logs/
 build/
 dist/
 *.egg
+
+# Pythagoras source PDFs (local only, not tracked)
+src/strategy_pythagoras/Pythagoras/*.pdf

pyproject.toml

@@ -10,14 +10,16 @@ requires-python = ">=3.13"
 dependencies = [
     "multi-swarm-core",
     "strategy-crypto",
+    "strategy-pythagoras",
 ]
 
 [tool.uv.workspace]
-members = ["src/multi_swarm_core", "src/strategy_crypto"]
+members = ["src/multi_swarm_core", "src/strategy_crypto", "src/strategy_pythagoras"]
 
 [tool.uv.sources]
 multi-swarm-core = { workspace = true }
 strategy-crypto = { workspace = true }
+strategy-pythagoras = { workspace = true }
 
 [dependency-groups]
 dev = [
@@ -42,7 +44,7 @@ python_version = "3.13"
 strict = true
 
 [tool.pytest.ini_options]
-testpaths = ["src/multi_swarm_core/tests", "src/strategy_crypto/tests"]
+testpaths = ["src/multi_swarm_core/tests", "src/strategy_crypto/tests", "src/strategy_pythagoras/tests"]
 addopts = "-v --tb=short --import-mode=importlib"
 markers = [
     "integration: tests that require external services (Cerbero, LLM API)",

src/strategy_pythagoras/README.md

@@ -0,0 +1,78 @@
+# strategy_pythagoras
+
+Strategia di trading basata sul framework **Pythagoras-Malanga**
+(candle-pattern + geometria frattale), evoluta via GA sul core
+`multi_swarm_core`. Workspace member del monorepo `multi_swarm_coevolutive`.
+
+## Scope
+
+Pipeline coevolutiva su candele OHLC: il GA del core esplora combinazioni
+di indicatori candle-pattern, geometria pitagorica e ratio frattali, e
+produce strategie JSON freezate. Questo member le esegue in
+**paper-trading forward-test** ed espone una dashboard NiceGUI per
+analisi invarianza scala/tick e candle.
+
+## Layout
+
+```
+strategy_pythagoras/
+├── backend/        paper trading runner (PaperExecutor, Portfolio, PaperRepository)
+│   └── schema.py   tabelle paper_trading_* (DB locale dedicato)
+├── frontend/       NiceGUI dashboard (tab invariance, candle, equity, ticks)
+├── strategies/     JSON freezate input al runner
+│                   (pythagoras_*.json)
+└── prompts.json    7 stili di prompt LLM (candle-pattern, frattale, ratio,
+                    pivot, kagi, renko, hybrid)
+```
+
+## Run paper-trading smoke
+
+```bash
+uv run python scripts/run_pythagoras_smoke.py \
+    --name pythagoras-smoke-001 \
+    --initial-capital 1000 \
+    --poll-seconds 300
+```
+
+Il default `--strategies-dir` punta ai JSON shippati col package via
+`importlib.resources.files("strategy_pythagoras") / "strategies"`.
+
+## Dashboard
+
+```bash
+uv run python -m strategy_pythagoras.frontend.nicegui_app
+```
+
+In produzione: `https://swarm.tielogic.xyz/strategy_pythagoras_gui/`
+(root_path configurato via `DASHBOARD_ROOT_PATH=/strategy_pythagoras_gui`).
+
+## DB schema
+
+Schema isolato dal core e dalle altre strategie. Due DB distinti:
+
+- `state/strategy_pythagoras.db` — GA + analisi invarianza
+  (env `STRATEGY_PYTHAGORAS_DB_PATH`)
+- `state/strategy_pythagoras_paper.db` — paper-trading runs
+  (env `STRATEGY_PYTHAGORAS_PAPER_DB_PATH`)
+
+Tabelle paper-trading:
+
+- `paper_trading_runs` — metadata run (id, name, capital, status)
+- `paper_trading_positions` — posizioni aperte (long/short)
+- `paper_trading_trades` — trade realized (entry/exit, pnl, fees)
+- `paper_trading_equity` — equity curve snapshot
+- `paper_trading_ticks` — log signal/action per ogni bar
+
+DDL gestito da `strategy_pythagoras.backend.schema.init_schema()`.
+
+La dashboard legge **anche** il `runs.db` del core GA (env `GA_DB_PATH`)
+per correlare paper performance con i genomi di provenienza e con i
+risultati di fitness invariance.
+
+## References
+
+- Spec: `docs/superpowers/specs/2026-05-19-strategy-pythagoras-design.md`
+- Plan: `docs/superpowers/plans/2026-05-19-strategy-pythagoras.md`
+- Summary paper: `Pythagoras/Pythagoras_Trading_Prediction.summary.md`
+- Summary frattali: `Pythagoras/Libro_frattali.summary.md`
+- Pattern member: vedi `src/strategy_crypto/README.md`

src/strategy_pythagoras/pyproject.toml

@@ -0,0 +1,21 @@
+[project]
+name = "strategy-pythagoras"
+version = "0.1.0"
+description = "Strategy Pythagoras: candle-pattern GA su framework Pythagoras-Malanga, paper-trading runner + NiceGUI dashboard"
+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_pythagoras/strategies" = "strategy_pythagoras/strategies"
+"strategy_pythagoras/prompts.json" = "strategy_pythagoras/prompts.json"

src/strategy_pythagoras/strategy_pythagoras/prompts.json

@@ -0,0 +1 @@
+{}

uv.lock

@@ -18,6 +18,7 @@ members = [
     "multi-swarm-coevolutive",
     "multi-swarm-core",
     "strategy-crypto",
+    "strategy-pythagoras",
 ]
 
 [[package]]
@@ -900,6 +901,7 @@ source = { virtual = "." }
 dependencies = [
     { name = "multi-swarm-core" },
     { name = "strategy-crypto" },
+    { name = "strategy-pythagoras" },
 ]
 
 [package.dev-dependencies]
@@ -917,6 +919,7 @@ dev = [
 requires-dist = [
     { name = "multi-swarm-core", editable = "src/multi_swarm_core" },
     { name = "strategy-crypto", editable = "src/strategy_crypto" },
+    { name = "strategy-pythagoras", editable = "src/strategy_pythagoras" },
 ]
 
 [package.metadata.requires-dev]
@@ -1980,6 +1983,27 @@ requires-dist = [
     { name = "pyarrow", specifier = ">=18.0" },
 ]
 
+[[package]]
+name = "strategy-pythagoras"
+version = "0.1.0"
+source = { editable = "src/strategy_pythagoras" }
+dependencies = [
+    { name = "multi-swarm-core" },
+    { name = "nicegui" },
+    { name = "pandas" },
+    { name = "plotly" },
+    { name = "pyarrow" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "multi-swarm-core", editable = "src/multi_swarm_core" },
+    { name = "nicegui", specifier = ">=3.11.1" },
+    { name = "pandas", specifier = ">=2.2" },
+    { name = "plotly", specifier = ">=5.24" },
+    { name = "pyarrow", specifier = ">=18.0" },
+]
+
 [[package]]
 name = "tenacity"
 version = "9.1.4"