diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index 9049e2fd..64f3cdd6 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "1.3.1"
+  ".": "0.8.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index b8f18e4b..d22f2a82 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,365 @@
 # Changelog
 
+## [0.8.0](https://github.com/TPTBusiness/Predix/compare/v1.3.1...v0.8.0) (2026-04-21)
+
+
+### Features
+
+* [AutoRL-Bench] Update DeepSearchQA split and translate task instructions to English ([#1368](https://github.com/TPTBusiness/Predix/issues/1368)) ([ffb9491](https://github.com/TPTBusiness/Predix/commit/ffb9491c4703290a5b292baa6328ae06bc520f9b))
+* Add 'predix evaluate' command to CLI ([728d8c6](https://github.com/TPTBusiness/Predix/commit/728d8c6ca140a23454d655b18f8f114e83c934ec))
+* Add 'predix top' command + explain factor evaluation results ([2340543](https://github.com/TPTBusiness/Predix/commit/23405439f9218e543e49d400456c43027dea82d5))
+* Add 6 new CLI commands - all scripts integrated with local LLM ([b0b2668](https://github.com/TPTBusiness/Predix/commit/b0b2668d36c5ab4d1aaaa56befc2af8913a7a56f))
+* add a rag mcp in proposal ([#1267](https://github.com/TPTBusiness/Predix/issues/1267)) ([dc7b732](https://github.com/TPTBusiness/Predix/commit/dc7b732b2c428e3cca3373e839a0e724a844c79b))
+* add a web UI server ([#1345](https://github.com/TPTBusiness/Predix/issues/1345)) ([1439548](https://github.com/TPTBusiness/Predix/commit/14395488b9c7ea476022a32211ea46de9925cf11))
+* Add advanced ML models (Transformer, TCN, PatchTST, CNN+LSTM) ([a45445a](https://github.com/TPTBusiness/Predix/commit/a45445ac4196335a086d5a58e1ef4ce54ce9a7ca))
+* Add AI Strategy Builder (StrategyCoSTEER) - Closed Source ([b4ced5d](https://github.com/TPTBusiness/Predix/commit/b4ced5d0c8b1069d234b0b64766861bbfa44faf1))
+* Add beautiful CLI welcome screen for GitHub README ([4fef3e3](https://github.com/TPTBusiness/Predix/commit/4fef3e34d22b9c0c9fc5176500aa8520e6f0ad79))
+* Add CLI model selection (local vs OpenRouter) ([54c60dc](https://github.com/TPTBusiness/Predix/commit/54c60dc3ed799fb2616214b96aac8e1559c283fb))
+* add code change summary ([#1000](https://github.com/TPTBusiness/Predix/issues/1000)) ([66e0e8f](https://github.com/TPTBusiness/Predix/commit/66e0e8ffd8b5615bff269153810740936bd0cbf3))
+* add coder check and give more time ([#1127](https://github.com/TPTBusiness/Predix/issues/1127)) ([e0519b5](https://github.com/TPTBusiness/Predix/commit/e0519b56ae19df618469a09bd380ca9015a2e5ba))
+* Add complete ML pipeline with graceful degradation (closed source) ([524c68e](https://github.com/TPTBusiness/Predix/commit/524c68ed7a155abadc804ab60ce201d7b9108717))
+* add daily log rotation, llama health wait, factor auto-fixer, and README updates ([4ae4d6f](https://github.com/TPTBusiness/Predix/commit/4ae4d6f0f1388d229e44333130306ae05767f2e5))
+* add enable_cache toggle for UI data caching ([#1075](https://github.com/TPTBusiness/Predix/issues/1075)) ([5496168](https://github.com/TPTBusiness/Predix/commit/5496168d07ed18e15f94cc4861aa10cf64faa2fc))
+* add extra_eval config and import_class for custom evaluators ([#1097](https://github.com/TPTBusiness/Predix/issues/1097)) ([ab97dd8](https://github.com/TPTBusiness/Predix/commit/ab97dd8b7742e9438ce0ccfc5d8abc9b82ddc9a5))
+* Add factor code and description to saved results ([141c835](https://github.com/TPTBusiness/Predix/commit/141c8356b7386b96e9080c281dbd975d7f2ef134))
+* Add GitHub infrastructure, CI/CD pipelines, and examples ([a0b5dc4](https://github.com/TPTBusiness/Predix/commit/a0b5dc464eaac831c76bdbf805cf60c9083e7d80))
+* add hide_base_name option and update data folder prompts ([#1004](https://github.com/TPTBusiness/Predix/issues/1004)) ([cd23729](https://github.com/TPTBusiness/Predix/commit/cd237292ea17bc0922168f0c45189102f9443f35))
+* add hypo_critic and hypo_rewrite in proposal ([#1106](https://github.com/TPTBusiness/Predix/issues/1106)) ([a6703aa](https://github.com/TPTBusiness/Predix/commit/a6703aa313d3e095a17d46a08624cfdcce012cfe))
+* add improve_mode to MultiProcessEvolvingStrategy for selective task implementation ([#1273](https://github.com/TPTBusiness/Predix/issues/1273)) ([03f22dc](https://github.com/TPTBusiness/Predix/commit/03f22dc7c72a039ee6f1a0e8d0393f35117ec3e1))
+* Add improved local prompt with MultiIndex code examples (v3) ([569470e](https://github.com/TPTBusiness/Predix/commit/569470e2d5a785aa51b930125450d71415543d9e))
+* add Kronos CLI commands, expand tests, document in README ([f911081](https://github.com/TPTBusiness/Predix/commit/f911081d1763d0dc4dd790b57dd97aae2dc62679))
+* add LLM-finetune scenario ([#1314](https://github.com/TPTBusiness/Predix/issues/1314)) ([6e19c9e](https://github.com/TPTBusiness/Predix/commit/6e19c9e632cf07059c19993f2d4fbc772fb3cf13))
+* add loop ID mapping to trace nodes and update UI labels ([#1098](https://github.com/TPTBusiness/Predix/issues/1098)) ([810af36](https://github.com/TPTBusiness/Predix/commit/810af369e0ebdcb97016966cdbcc3e542dbc9fd3))
+* add mask inference in debug mode ([#1154](https://github.com/TPTBusiness/Predix/issues/1154)) ([b4117cf](https://github.com/TPTBusiness/Predix/commit/b4117cf58a5618e1d9e92abb46e1c1dd98af5f13))
+* Add model loader system (same as prompts) ([1178474](https://github.com/TPTBusiness/Predix/commit/117847497fc55979579aeb175e616733f6938f74))
+* add only success filter toggle for traces ([#1047](https://github.com/TPTBusiness/Predix/issues/1047)) ([6fdf633](https://github.com/TPTBusiness/Predix/commit/6fdf63370f504a9d58abd06f06999e57ce4b0ae2))
+* add option to enable hyperparameter tuning only in first eval loop ([#1211](https://github.com/TPTBusiness/Predix/issues/1211)) ([f82de4a](https://github.com/TPTBusiness/Predix/commit/f82de4a380fa31a04a8494b196a743333aadf096))
+* Add P5 ML Training Pipeline with LightGBM and 46 tests ([916287a](https://github.com/TPTBusiness/Predix/commit/916287a2b5bda43991c238e94a4de1e57b198864))
+* Add parallel run system with API key distribution ([944152c](https://github.com/TPTBusiness/Predix/commit/944152ccaaf70c11914be4ec06d6c942931acb01))
+* add previous runner loops to runner history ([#1142](https://github.com/TPTBusiness/Predix/issues/1142)) ([2426a1d](https://github.com/TPTBusiness/Predix/commit/2426a1dc6700cc208360944cead9214a3da04889))
+* add reasoning attribute to DSRunnerFeedback for enhanced evaluation context ([#1162](https://github.com/TPTBusiness/Predix/issues/1162)) ([bfa4525](https://github.com/TPTBusiness/Predix/commit/bfa452541c1422c02f77491e70927ce43f21810c))
+* Add RL Trading Agent system with 99 tests ([caaa7d4](https://github.com/TPTBusiness/Predix/commit/caaa7d4704eb63b9373775b0d6abf6a852a96a38))
+* add sample submission file check ([#1053](https://github.com/TPTBusiness/Predix/issues/1053)) ([da67df1](https://github.com/TPTBusiness/Predix/commit/da67df19a456571a02eb63c0291025e893180585))
+* add show_hard_limit option and update time limit handling in DataScience settings ([#1144](https://github.com/TPTBusiness/Predix/issues/1144)) ([8a3e42d](https://github.com/TPTBusiness/Predix/commit/8a3e42d7fe8c36324c7578ede661297f2af59a37))
+* Add simple factor evaluator with direct IC/Sharpe computation ([7526be3](https://github.com/TPTBusiness/Predix/commit/7526be34e57158bdc2404141f88b17b5f17733af))
+* Add start_llama and start_loop CLI commands ([43277fc](https://github.com/TPTBusiness/Predix/commit/43277fcfb32606783f0870551c98b2e4983f94eb))
+* add stdout into workspace for easier debugging ([#1236](https://github.com/TPTBusiness/Predix/issues/1236)) ([0daeb82](https://github.com/TPTBusiness/Predix/commit/0daeb82d6330e46edfeedc6b704b1a1c01d1a111))
+* add time ratio limit for hyperparameter tuning in Kaggle settin… ([#1135](https://github.com/TPTBusiness/Predix/issues/1135)) ([6a49981](https://github.com/TPTBusiness/Predix/commit/6a4998154d000d95d7a5ec7cfb5e59305d4cbd11))
+* Add Trading Protection System with 4 protections + comprehensive tests ([0c7651e](https://github.com/TPTBusiness/Predix/commit/0c7651ea210f9ab7c4b906853d68ce90b26dac71))
+* add user interaction in data science scenario ([#1251](https://github.com/TPTBusiness/Predix/issues/1251)) ([6e09dc6](https://github.com/TPTBusiness/Predix/commit/6e09dc6d692f3ae2fcc0ffddf620e8f3e8dc1bd9))
+* add ws CLI and support optional timeout/cache ([#1066](https://github.com/TPTBusiness/Predix/issues/1066)) ([51d458a](https://github.com/TPTBusiness/Predix/commit/51d458a7d7d1742a179a1c172bcb208d534afef4))
+* added running time statistics for the DS scenario experiment ([#1007](https://github.com/TPTBusiness/Predix/issues/1007)) ([667af3e](https://github.com/TPTBusiness/Predix/commit/667af3e1eaaa7f735be2de18830fc26676c93d58))
+* analyze feedback based on sota numbers ([#1116](https://github.com/TPTBusiness/Predix/issues/1116)) ([5e959a5](https://github.com/TPTBusiness/Predix/commit/5e959a5f593ec656b0f3c20c4a840733afd9b086))
+* Auto-start dashboard for fin_quant ([cf8904e](https://github.com/TPTBusiness/Predix/commit/cf8904e8966e0a6b2dfed38cd42675e904736402))
+* Auto-start dashboard for fin_quant ([bc656e9](https://github.com/TPTBusiness/Predix/commit/bc656e9b11c6a82ec04f1914792eb9666ecd81d3))
+* **backtest:** add FTMO-realistic backtest mode with leverage, daily/total loss limits and realistic EUR/USD costs ([f6f9f87](https://github.com/TPTBusiness/Predix/commit/f6f9f871f28579e8a5f7e57799f28fd6ad9b3214))
+* **backtest:** add rolling walk-forward validation and Monte Carlo trade permutation test ([637a94c](https://github.com/TPTBusiness/Predix/commit/637a94c1d987da763869f4f9b73372a3f37d873c))
+* **backtest:** add walk-forward OOS validation to backtest_signal_ftmo ([1147971](https://github.com/TPTBusiness/Predix/commit/1147971540dd295ecc9872d8ee284ec17298be9d))
+* Backtesting Engine + Risk Management + Results Database ([0adcb6d](https://github.com/TPTBusiness/Predix/commit/0adcb6d0cfc428a553a38b67b47a770d654171ad))
+* Backtesting Engine + Risk Management + Results DB ([2110b55](https://github.com/TPTBusiness/Predix/commit/2110b55d19ce3c8adc9d83d0e8cd1b5260d899d4))
+* **backtest:** use backtest_signal_ftmo in strategy orchestrator and optuna optimizer ([2e223a3](https://github.com/TPTBusiness/Predix/commit/2e223a3e2e8dcbbf66925425f0b2396ea2e79e22))
+* Beautiful CLI dashboard + corrected start command ([2c07c15](https://github.com/TPTBusiness/Predix/commit/2c07c15a33e284bbb7f2ce8f3069b9a17a4f49d4))
+* Centralize all prompts in prompts/ directory ([ba27e2b](https://github.com/TPTBusiness/Predix/commit/ba27e2bf5df45756c353ea71c472c611c025755d))
+* CLI Commands for strategy generation (P4 complete) ([82d91a8](https://github.com/TPTBusiness/Predix/commit/82d91a82dba660aac9c6434ef879acec6ded8df1))
+* Complete P6-P9 implementation (73 tests) ([c0b56cb](https://github.com/TPTBusiness/Predix/commit/c0b56cbb5a22c189e015a5bed813890e746b8e46))
+* create Jupyter notebook pipeline file based on main.py file ([#1134](https://github.com/TPTBusiness/Predix/issues/1134)) ([f03b1b9](https://github.com/TPTBusiness/Predix/commit/f03b1b918d32ec5a0ace1443d9f22e0c0598b2fc))
+* Data Loader module with tests (P0 complete) ([df46dde](https://github.com/TPTBusiness/Predix/commit/df46ddea079ebac3466e14e83852d02f7008864b))
+* Diverse factor selection + improved prompt v3 ([8f4188b](https://github.com/TPTBusiness/Predix/commit/8f4188bd4600f5b5fd1f0a8661d3b073966aac92))
+* enable drafting with knowledge ([#998](https://github.com/TPTBusiness/Predix/issues/998)) ([1c35004](https://github.com/TPTBusiness/Predix/commit/1c3500478290405608cfca95def693b1eb6d7241))
+* enable finetune llm ([#1055](https://github.com/TPTBusiness/Predix/issues/1055)) ([35c209b](https://github.com/TPTBusiness/Predix/commit/35c209b09295d28d6d835c720fa1d300bdf43d13))
+* enable LLM‑based hypothesis selection with time‑aware prompt & colored logging ([#1122](https://github.com/TPTBusiness/Predix/issues/1122)) ([90dd2f7](https://github.com/TPTBusiness/Predix/commit/90dd2f7b9bf49f5e1620e9d2c2eedf6c21f3e839))
+* enable meta planner ([#1103](https://github.com/TPTBusiness/Predix/issues/1103)) ([a3c0f29](https://github.com/TPTBusiness/Predix/commit/a3c0f294519bac96125e4e1194e25952dac3016a))
+* enable to inject diversity cross async multi-trace ([#1173](https://github.com/TPTBusiness/Predix/issues/1173)) ([b05a530](https://github.com/TPTBusiness/Predix/commit/b05a53012603c21847803e4709da10c5b868cab6))
+* enhance timeout handling in CoSTEER and DataScience scenarios ([#1150](https://github.com/TPTBusiness/Predix/issues/1150)) ([811d4e7](https://github.com/TPTBusiness/Predix/commit/811d4e7631dc83f228cd96a2a498803db46256a9))
+* enhance timeout management and knowledge base handling in CoSTEER components ([#1130](https://github.com/TPTBusiness/Predix/issues/1130)) ([305eff1](https://github.com/TPTBusiness/Predix/commit/305eff1c5e36f3da5e93dc165105f50ccb990e32))
+* EURUSD FX patches - prompts, factor spec, experiment settings ([4cb7035](https://github.com/TPTBusiness/Predix/commit/4cb7035a639aedf16bb0ca272eb595fb93830ae2))
+* EURUSD model experiment setting + model simulator text patched ([5afbf91](https://github.com/TPTBusiness/Predix/commit/5afbf912baeb8aa470fbd285acd5e0e0eaee8029))
+* EURUSD Trading-Verbesserungen (Phase 2 & 3) ([bab2107](https://github.com/TPTBusiness/Predix/commit/bab2107786ef2f5f859adc08dcbf7948c252316a))
+* EURUSD Trading-Verbesserungen implementiert (Phase 1) ([a9c5df0](https://github.com/TPTBusiness/Predix/commit/a9c5df00479a2299e97105f899cb715011c9a1a8))
+* EURUSD walk-forward splits, bars terminology, README no $factor ([94634d0](https://github.com/TPTBusiness/Predix/commit/94634d06bcde441785413ea9b45b2c40f1cb4cd4))
+* **factor-coder:** Add critical rules to prevent common factor implementation errors ([a1edca8](https://github.com/TPTBusiness/Predix/commit/a1edca87dd5e75ee402ea555f1b7a07b45c4b1f0))
+* fallback to acceptable results ([#1129](https://github.com/TPTBusiness/Predix/issues/1129)) ([7fc0916](https://github.com/TPTBusiness/Predix/commit/7fc09169bc5a779eeb650b799a43a36b44930a61))
+* Fast mode - CoSTEER goes to backtest after 1 iteration ([ddd7f93](https://github.com/TPTBusiness/Predix/commit/ddd7f9392cd654a08fe7a5d3bda80a31ac74c7da))
+* **fin_quant:** auto-generate Kronos factor before loop start ([277063f](https://github.com/TPTBusiness/Predix/commit/277063f3e36cd071db859cdc77f69135c1f0763b))
+* Fix 1min data integration and centralize all prompts ([b4b8616](https://github.com/TPTBusiness/Predix/commit/b4b86164a9e7db0c3e5c30d138a9040068d3e328))
+* Fix realistic backtesting (Step 1+2) ([d0ef9ba](https://github.com/TPTBusiness/Predix/commit/d0ef9ba5e7980f7f84c4a21a2bf9fecbe0ab8964))
+* Full auto strategy generation in fin_quant loop ([d10708e](https://github.com/TPTBusiness/Predix/commit/d10708e2401acfb69a1302035deb2528b761b4e4))
+* Full system integration - RL + Protections + Backtesting + CLI ([d156fbe](https://github.com/TPTBusiness/Predix/commit/d156fbe4b18004ba0ebc73b262a6846c4d0ca460))
+* FX feedback loop, EURUSD ticker examples, bars terminology ([5e0e55b](https://github.com/TPTBusiness/Predix/commit/5e0e55bb0ec0f3f32bc7b882799e36658d696cb0))
+* FX Multi-Agent Validator (TradingAgents-inspired) - Session/Macro/Bull-Bear/Trader ([b2dfba3](https://github.com/TPTBusiness/Predix/commit/b2dfba3cce2712ba867ff0dd7b8376b1a6156078))
+* improve fallback handling in CoSTEER and add GPU usage guidelin… ([#1165](https://github.com/TPTBusiness/Predix/issues/1165)) ([9c190e3](https://github.com/TPTBusiness/Predix/commit/9c190e3268b4515945dcf5531dbaa222e843ceef))
+* Improve predix portfolio command with robust error handling ([09f6cac](https://github.com/TPTBusiness/Predix/commit/09f6caca9c4d5be200d685afdbfa14d0598da0af))
+* Improved LLM prompt + Optuna integration (Step 3+5) ([44bd6fa](https://github.com/TPTBusiness/Predix/commit/44bd6fad436ec29abcb4815ea3de01edbe164e4f))
+* init pydantic ai agent & context 7 mcp ([#1240](https://github.com/TPTBusiness/Predix/issues/1240)) ([5ba5e83](https://github.com/TPTBusiness/Predix/commit/5ba5e8356cbacb5e4bd9f24b26d6f9ac01784822))
+* Integrate critical features into fin_quant workflow (P0+P1) ([f29e7bd](https://github.com/TPTBusiness/Predix/commit/f29e7bdbaa48df2fe6299f7aed132f83909f32e9))
+* Integrate factor code/description saving into fin_quant process ([b5b2ca3](https://github.com/TPTBusiness/Predix/commit/b5b2ca3adfe8bb2614f2350e7661d45f0c75fb47))
+* integrate Kronos-mini OHLCV foundation model (Option A + B) ([4ae3b99](https://github.com/TPTBusiness/Predix/commit/4ae3b99f2450930f72e202a1a470c407bfde3328))
+* Intelligent embedding chunking instead of truncation ([6e7a6cb](https://github.com/TPTBusiness/Predix/commit/6e7a6cbe381dc922f1786efd1e85b9072ec741cf))
+* **logging:** write complete LLM prompts and responses to daily JSONL log ([803ef13](https://github.com/TPTBusiness/Predix/commit/803ef13052c645392e71aa5de24874aae83f62a7))
+* **mcp:** cache with one-click toggle ([#1269](https://github.com/TPTBusiness/Predix/issues/1269)) ([4f493c8](https://github.com/TPTBusiness/Predix/commit/4f493c8d637dfda42f84af0dc08f8ecfc0501668))
+* mcts policy based on trace scheduler ([#1203](https://github.com/TPTBusiness/Predix/issues/1203)) ([ac6d8ed](https://github.com/TPTBusiness/Predix/commit/ac6d8edad4366b08b5caf75e9a5ee8da0061a078))
+* merge code summary and support more traces ([#1025](https://github.com/TPTBusiness/Predix/issues/1025)) ([ef5848d](https://github.com/TPTBusiness/Predix/commit/ef5848df8b44814bbf7f6ec9ca3751805b76d882))
+* migrate to 1min EURUSD data (2020-2026) ([a05050c](https://github.com/TPTBusiness/Predix/commit/a05050c70dbc9c4ae261766a29843e5fb19c8da6))
+* ML Training Pipeline with 46 tests (P5 complete) ([3ec37c4](https://github.com/TPTBusiness/Predix/commit/3ec37c4cd5b113dab9de400a4a3f685291f5d0b4))
+* new prompt for auto-sota-selector ([#1109](https://github.com/TPTBusiness/Predix/issues/1109)) ([733a17d](https://github.com/TPTBusiness/Predix/commit/733a17dd8485ec0c4d155658f5f5d3adb97d6601))
+* offline selector ([#1231](https://github.com/TPTBusiness/Predix/issues/1231)) ([d4c5399](https://github.com/TPTBusiness/Predix/commit/d4c539912abdb60e9d8950e7ea1186fd32bfeef3))
+* Optuna Parameter Optimizer with 60 tests (P3 complete) ([a96013e](https://github.com/TPTBusiness/Predix/commit/a96013e789128f4750966e44027f8b0a830dc1e1))
+* PDF performance reports for strategies (reportlab) ([60b8cde](https://github.com/TPTBusiness/Predix/commit/60b8cde493b4b4af31a9b4103a798a04c57ddd65))
+* predix.py wrapper for dashboard support ([543d9ca](https://github.com/TPTBusiness/Predix/commit/543d9cae8013b40745a8d5f3bd37dc2c0cf60ed7))
+* prob-based trace scheduler ([#1131](https://github.com/TPTBusiness/Predix/issues/1131)) ([7e15b5e](https://github.com/TPTBusiness/Predix/commit/7e15b5e2003628f40be12674a73197a956d86545))
+* query & cache package_info ([#1083](https://github.com/TPTBusiness/Predix/issues/1083)) ([7772591](https://github.com/TPTBusiness/Predix/commit/77725913faa31d4085ecf7460809f03d2db4c6e1))
+* Realistic backtesting with OHLCV data (P5 continued) ([c2f0eac](https://github.com/TPTBusiness/Predix/commit/c2f0eacfcd52c935e08d93505a50d34cef8c9676))
+* Realistic backtesting with OHLCV data and spread costs ([5c5d67c](https://github.com/TPTBusiness/Predix/commit/5c5d67c755ba461f9dcf49a3b8811d2ffbc3a6ad))
+* Redirect RD-Agent workspace to results/ directory ([bbee3ac](https://github.com/TPTBusiness/Predix/commit/bbee3acf172e135bfb1d7f69fa7029e6a1db1bc1))
+* refactor CoSTEER classes to use DSCoSTEER and update max seconds handling ([#1156](https://github.com/TPTBusiness/Predix/issues/1156)) ([c111966](https://github.com/TPTBusiness/Predix/commit/c111966d1975a4952c1266fb6d6af1c4f5fe83c1))
+* refine the logic of enabling hyperparameter tuning and add criteira ([#1175](https://github.com/TPTBusiness/Predix/issues/1175)) ([e77572f](https://github.com/TPTBusiness/Predix/commit/e77572fb5347e40506fb7b5b25dd861e5f9ebb2b))
+* **rl:** add AutoRL-Bench framework and benchmark integrations ([#1348](https://github.com/TPTBusiness/Predix/issues/1348)) ([7cd64a2](https://github.com/TPTBusiness/Predix/commit/7cd64a26fd84017042eb163e8eb4d3bd30c16de7))
+* Save all factor results to results/factors/ ([9d0a381](https://github.com/TPTBusiness/Predix/commit/9d0a38195a84d8896f5227cc3153d36bbae2ad7b))
+* Save factor results immediately after each evaluation ([5c60383](https://github.com/TPTBusiness/Predix/commit/5c6038334dd5ff2f74499d3441d07f148ece01d5))
+* **scripts:** add full file logging to strategy generation and rebacktest scripts ([8d810bc](https://github.com/TPTBusiness/Predix/commit/8d810bcd6892657a95397efb54015dd907ace29f))
+* show first evo round codes diff ([#1009](https://github.com/TPTBusiness/Predix/issues/1009)) ([ef6b586](https://github.com/TPTBusiness/Predix/commit/ef6b5866c747ad158a7eba17ca9573127e698ab6))
+* show the summarized final difference between the final workspace and the base workspace ([#1281](https://github.com/TPTBusiness/Predix/issues/1281)) ([35a7ae5](https://github.com/TPTBusiness/Predix/commit/35a7ae5e1ff929b3ee3b77c04cb1f4a684a4b2d7))
+* **strategies:** make OOS validation mandatory in strategy generator ([bb32a6b](https://github.com/TPTBusiness/Predix/commit/bb32a6be507de3c94ce6a398d6c6802ce36c19dc))
+* Strategy Generator working with local LLM (P0-P4) ([2a97a0b](https://github.com/TPTBusiness/Predix/commit/2a97a0b83b053ccb20b43c467904d7f1127893f8))
+* Strategy Orchestrator with 30 tests (P2 complete) ([55a8086](https://github.com/TPTBusiness/Predix/commit/55a80863684afc9d2051998b4faefb4e1777efeb))
+* Strategy performance reports, CLI docs, and README update ([90a4f7e](https://github.com/TPTBusiness/Predix/commit/90a4f7ee38f2efd5b0454c0812b2ad728631688a))
+* Strategy Worker module with 41 tests (P1 complete) ([4eea3a8](https://github.com/TPTBusiness/Predix/commit/4eea3a85cec475dec9dffac977040c7a369d96ba))
+* **strategy:** Continuous optimization with Optuna parameter injection ([4fda5ea](https://github.com/TPTBusiness/Predix/commit/4fda5eaa31bc570e295ad96380ee2c02b82db706))
+* streamline hyperparameter tuning checks and update evaluation g… ([#1167](https://github.com/TPTBusiness/Predix/issues/1167)) ([5866230](https://github.com/TPTBusiness/Predix/commit/586623084f5d59d88645e75ceab6d795ec497cab))
+* Support 25+ parallel runs with resource warnings ([451e9be](https://github.com/TPTBusiness/Predix/commit/451e9be06136c51aa3608a5ce604852df6b5fda8))
+* try coder on whole data ([#1017](https://github.com/TPTBusiness/Predix/issues/1017)) ([d0afa59](https://github.com/TPTBusiness/Predix/commit/d0afa599a7885aed8f5857cbd6fd17e828dc27f3))
+* ui, support disable cache ([#1217](https://github.com/TPTBusiness/Predix/issues/1217)) ([70fd91c](https://github.com/TPTBusiness/Predix/commit/70fd91cd051b2006df876ef6aa47a616058af95f))
+* unified backtest engine, LLM error handling, strategy refactor ([76b9341](https://github.com/TPTBusiness/Predix/commit/76b9341fe8ef0ff03fd911337c299cf0e8582f37))
+* update README with latest paper acceptance to NeurIPS 2025 ([#1252](https://github.com/TPTBusiness/Predix/issues/1252)) ([12969b4](https://github.com/TPTBusiness/Predix/commit/12969b491eafab626ce71f7e530458dab6f43246))
+* zentrale data_config.yaml + apply_config.py für dynamische Datenkonfiguration ([7bf93f4](https://github.com/TPTBusiness/Predix/commit/7bf93f49bc5caa49eee32a86ba328053c334d616))
+
+
+### Bug Fixes
+
+* (to main) litellm's Timeout error is not picklable ([#1294](https://github.com/TPTBusiness/Predix/issues/1294)) ([315850e](https://github.com/TPTBusiness/Predix/commit/315850ea81761aa2478639ad32302d7a55f8181b))
+* add a switch for ensemble_time_upper_bound and fix some bug in main ([#1226](https://github.com/TPTBusiness/Predix/issues/1226)) ([fc18942](https://github.com/TPTBusiness/Predix/commit/fc18942339b3ca59077ddc903f84b2d54193e5bc))
+* Add Bandit security scanning and fix critical vulnerabilities ([26f2c12](https://github.com/TPTBusiness/Predix/commit/26f2c12c89a44db0d8b858b0e6a64d7131b30f31))
+* Add critical column name rules to factor generation prompt ([3e74410](https://github.com/TPTBusiness/Predix/commit/3e7441079f0f1c5867829a365c6e45cd7d2071df))
+* Add get_factor_count() to QuantTrace to prevent parallel run crashes ([d898bb5](https://github.com/TPTBusiness/Predix/commit/d898bb5ec54c63ffd3b6583d0276cd4561afb2d2))
+* add gpu_info in research phase ([#1094](https://github.com/TPTBusiness/Predix/issues/1094)) ([b1b77bd](https://github.com/TPTBusiness/Predix/commit/b1b77bd98b7829aaf22f93c3efc4d695bc8789a2))
+* add json format response fallback to prompt templates ([#1246](https://github.com/TPTBusiness/Predix/issues/1246)) ([694afd8](https://github.com/TPTBusiness/Predix/commit/694afd81331227d2be7f780f72023d00c0c9864e))
+* add metric in scores.csv and avoid reading sample_submission.csv ([#1152](https://github.com/TPTBusiness/Predix/issues/1152)) ([80c953d](https://github.com/TPTBusiness/Predix/commit/80c953d4053dff66d12e4cf400b069d0fac16cbd))
+* Add missing os import in factor_runner.py ([14d533f](https://github.com/TPTBusiness/Predix/commit/14d533f6546af4e65e8206d4dac6def81240fe62))
+* Add missing Panel import in predix evaluate command ([980f0c4](https://github.com/TPTBusiness/Predix/commit/980f0c4ba02a2a385e56d31972eecf43abd6b95d))
+* add missing self parameter to instance methods in DSProposalV2ExpGen ([#1213](https://github.com/TPTBusiness/Predix/issues/1213)) ([c8bf617](https://github.com/TPTBusiness/Predix/commit/c8bf617aca57ea9c53d4a76d23806cb5ab5173ab))
+* Add nosec comments for schema migration SQL in results_db.py ([bbdf296](https://github.com/TPTBusiness/Predix/commit/bbdf2967fd81c2cd33c434d9fe3e766965a10a66))
+* add spec for hyperparameters in task design and coder ([#995](https://github.com/TPTBusiness/Predix/issues/995)) ([6f3a44c](https://github.com/TPTBusiness/Predix/commit/6f3a44c18a01764d20b4b0fb2a7c6aad669ff835))
+* align scenario descriptions and include debug timeout ([#1079](https://github.com/TPTBusiness/Predix/issues/1079)) ([daea490](https://github.com/TPTBusiness/Predix/commit/daea4909416cdcf1c236a084c89bd10bf4b5a26b))
+* allow prev_out keys to be None in workspace cleanup assertion ([#1214](https://github.com/TPTBusiness/Predix/issues/1214)) ([f02dc5f](https://github.com/TPTBusiness/Predix/commit/f02dc5f47d5973673bcc314ada89933a5d807d21))
+* avoid triggering errors like "RuntimeError: dictionary changed s… ([#1285](https://github.com/TPTBusiness/Predix/issues/1285)) ([b180543](https://github.com/TPTBusiness/Predix/commit/b18054371c6ce08c6bc322a7b0de41b67fc60408))
+* based on response schema; not function calling ([#1038](https://github.com/TPTBusiness/Predix/issues/1038)) ([a09b09f](https://github.com/TPTBusiness/Predix/commit/a09b09ff8e52a6a1dd00a78b7e582f8baa6d64f6))
+* cancel tasks on resume and kill subprocesses on termination ([#1166](https://github.com/TPTBusiness/Predix/issues/1166)) ([0e3f4cf](https://github.com/TPTBusiness/Predix/commit/0e3f4cf08f08e27f9c483a5bbe069313d0d8014e))
+* change runner prompts ([#1223](https://github.com/TPTBusiness/Predix/issues/1223)) ([be3433f](https://github.com/TPTBusiness/Predix/commit/be3433f26b04054a482dfdc7cdd5c8c0a756a60c))
+* **ci:** fix closed-source asset check false positives in security workflow ([4b83c2b](https://github.com/TPTBusiness/Predix/commit/4b83c2bfe7e90c0c7a11116f07a1b989035b7a3f))
+* **ci:** remove CodeQL workflow (conflicts with default setup), drop duplicate lint job ([a671361](https://github.com/TPTBusiness/Predix/commit/a671361ee4de9a7e00ccc66d8fd5732c2ed1fee9))
+* **ci:** remove env-print step to avoid leaking sensitive environment variables ([#1299](https://github.com/TPTBusiness/Predix/issues/1299)) ([c067ea6](https://github.com/TPTBusiness/Predix/commit/c067ea640030c67c549e3ca2dbad178f144e8b31))
+* **ci:** set JAVA_TOOL_OPTIONS UTF-8 in Codacy workflow ([e36721c](https://github.com/TPTBusiness/Predix/commit/e36721c765a02a325b8a7dfd3c262b2aca7b1652))
+* clear ws_ckp after extraction to reduce workspace object size ([#1137](https://github.com/TPTBusiness/Predix/issues/1137)) ([28ceb41](https://github.com/TPTBusiness/Predix/commit/28ceb41e1cdb603c4e0bd2fe7b72acef1b29ec47))
+* CLI dashboard in separate terminal window ([b511be6](https://github.com/TPTBusiness/Predix/commit/b511be6876217d9fb4cb18e23f49c11b565349be))
+* **collect_info:** parse package names safely from requirements constraints ([#1313](https://github.com/TPTBusiness/Predix/issues/1313)) ([99a71bf](https://github.com/TPTBusiness/Predix/commit/99a71bf533211df743b5801f913de788259e64cb))
+* correct DS_LOCAL_DATA_PATH error in devcontainer ([#1063](https://github.com/TPTBusiness/Predix/issues/1063)) ([d8790a0](https://github.com/TPTBusiness/Predix/commit/d8790a0e7a206415cb063896763d344cc6fce5e3))
+* **deps:** bump python-dotenv to >=1.2.2 (CVE symlink overwrite) ([126ae7d](https://github.com/TPTBusiness/Predix/commit/126ae7d5fb556b677d09d10221862a0d648d697a))
+* **deps:** pin aiohttp>=3.13.4 to patch 4 CVEs ([81adddc](https://github.com/TPTBusiness/Predix/commit/81adddcfcd14819a1f85c06288a663e7d222a8fb))
+* Disable ANSI color codes when not running in TTY ([f9b6720](https://github.com/TPTBusiness/Predix/commit/f9b67207c9a20298ca1e2b409a2aa7552c280409))
+* Disable Flask debug mode by default (Security Alert [#2](https://github.com/TPTBusiness/Predix/issues/2)) ([90528f2](https://github.com/TPTBusiness/Predix/commit/90528f2ba77a8e5c3c4f0a9c5c985613a1736cc7))
+* Display litellm messages as info instead of warnings ([287f852](https://github.com/TPTBusiness/Predix/commit/287f852a6cc27f14d6d21f81b795cb269825b912))
+* **dockerfile:** install coreutils to resolve timeout command error ([#1260](https://github.com/TPTBusiness/Predix/issues/1260)) ([35580cb](https://github.com/TPTBusiness/Predix/commit/35580cbdf87347d5d6105b2a9b5ad1694b695820))
+* **docs:** update rdagent ui with correct params ([#1249](https://github.com/TPTBusiness/Predix/issues/1249)) ([3b9ad11](https://github.com/TPTBusiness/Predix/commit/3b9ad1145769862a24cc7533a1828f750f72170d))
+* Embedding Context Length Error ([aeb36a1](https://github.com/TPTBusiness/Predix/commit/aeb36a13749b90559adb305ccaf9288c734813eb))
+* enable embedding truncation ([#1188](https://github.com/TPTBusiness/Predix/issues/1188)) ([880a6c7](https://github.com/TPTBusiness/Predix/commit/880a6c70c41024cb51f9fc4349ac7f1d2dbda434))
+* end-timestamp 23:45,  weg, SZ-beispiele weg ([a4d923a](https://github.com/TPTBusiness/Predix/commit/a4d923a050e677502c161dcbf51de13da3a0dc55))
+* enhance feedback handling in MultiProcessEvolvingStrategy for improved task evolution ([#1274](https://github.com/TPTBusiness/Predix/issues/1274)) ([afb575c](https://github.com/TPTBusiness/Predix/commit/afb575cc91114dbe41d8f582294dcc3692990695))
+* Ensure backtest results save to DB and JSON files ([a0debc6](https://github.com/TPTBusiness/Predix/commit/a0debc64ea1d3d0a6a5c963a42f93389ab9e20dc))
+* error in prompt template ([#1065](https://github.com/TPTBusiness/Predix/issues/1065)) ([e610fca](https://github.com/TPTBusiness/Predix/commit/e610fcaa57109efc3f83a13700ad9b5f3ff602c1))
+* evaluator erkennt 15min als valid (nicht daily) ([4eff97a](https://github.com/TPTBusiness/Predix/commit/4eff97a69c40ecf55e95db7e4495561bc56d4519))
+* filter log folders bug in ui ([#1073](https://github.com/TPTBusiness/Predix/issues/1073)) ([38aff84](https://github.com/TPTBusiness/Predix/commit/38aff84ed218e64b7e1c6e65b54b3c0f54cf5e9f))
+* fix a bug in return curve display ([#1042](https://github.com/TPTBusiness/Predix/issues/1042)) ([c03a519](https://github.com/TPTBusiness/Predix/commit/c03a519cbc8ff92a4223a9a729775c43ea79235e))
+* fix a minor bug in DS eval ([#1012](https://github.com/TPTBusiness/Predix/issues/1012)) ([fb8f2b5](https://github.com/TPTBusiness/Predix/commit/fb8f2b561eeeba7fc375ef9fec63f2a7c636d3d5))
+* fix a small bug in json_mode ([#1041](https://github.com/TPTBusiness/Predix/issues/1041)) ([09dd0ca](https://github.com/TPTBusiness/Predix/commit/09dd0ca3db39431b16e3d507abb4374327f10f85))
+* fix a small bug in response_schema ([#1043](https://github.com/TPTBusiness/Predix/issues/1043)) ([53d7c3b](https://github.com/TPTBusiness/Predix/commit/53d7c3b6da3a3f1d0488a923eebd0cd64cc26e44))
+* fix bug for hypo_select_with_llm when not support response_schema ([#1208](https://github.com/TPTBusiness/Predix/issues/1208)) ([d759ca9](https://github.com/TPTBusiness/Predix/commit/d759ca95e714a7a1476839a2a04bb652c0fbb863))
+* fix chat_max_tokens calculation method to show true input_max_tokens ([#1241](https://github.com/TPTBusiness/Predix/issues/1241)) ([7e99605](https://github.com/TPTBusiness/Predix/commit/7e996055f2c7fd37595573ebdb13aa57c425a6cc))
+* fix code diff bug ([#1115](https://github.com/TPTBusiness/Predix/issues/1115)) ([514c191](https://github.com/TPTBusiness/Predix/commit/514c191b75a899386c94c3db173538853c428bd2))
+* fix mcts ([#1270](https://github.com/TPTBusiness/Predix/issues/1270)) ([5003aff](https://github.com/TPTBusiness/Predix/commit/5003affb17505525336e6c30ba9c690b810c252b))
+* fix mount ([#1001](https://github.com/TPTBusiness/Predix/issues/1001)) ([e3278bf](https://github.com/TPTBusiness/Predix/commit/e3278bfe84952a4400fe3d012c2080c002304c51))
+* Fix parallel runner dashboard rendering error ([3e58db4](https://github.com/TPTBusiness/Predix/commit/3e58db4bb5bf1bda3294a76c70753aeda950618c))
+* fix some bugs in quant scen ([#1026](https://github.com/TPTBusiness/Predix/issues/1026)) ([f2cb3ce](https://github.com/TPTBusiness/Predix/commit/f2cb3ce9098fbb0fdc27eaafd61af696c3383cc3))
+* fix some bugs in RD-Agent(Q) ([#1143](https://github.com/TPTBusiness/Predix/issues/1143)) ([7134a51](https://github.com/TPTBusiness/Predix/commit/7134a51afa71ab146b52987c194adace62f8b034))
+* Forward-fill daily factors to 1-min frequency ([9d36cd2](https://github.com/TPTBusiness/Predix/commit/9d36cd28421e317501e40f5144c2cf29c0c95673))
+* generate.py nutzt rdagent4qlib env für Qlib-Datenzugriff ([8b690ad](https://github.com/TPTBusiness/Predix/commit/8b690adb20e4718ee0ba39d8ca35ec17bb906f11))
+* **graph:** using assignment expression to avoid repeated function call ([#1174](https://github.com/TPTBusiness/Predix/issues/1174)) ([b6fae75](https://github.com/TPTBusiness/Predix/commit/b6fae75cde256c9c8a84783dbd135a9bcca6ac8d))
+* Handle failed experiments in feedback step to prevent crashes ([0de969a](https://github.com/TPTBusiness/Predix/commit/0de969ad3e28e90652241ea0da0b1b402bd2edd7))
+* handle mixed str and dict types in code_list ([#1279](https://github.com/TPTBusiness/Predix/issues/1279)) ([32ecf92](https://github.com/TPTBusiness/Predix/commit/32ecf92afcf647f257b430c748cbe6bb5fa0fac4))
+* Handle negative/zero values in performance report charts ([985e912](https://github.com/TPTBusiness/Predix/commit/985e912cc7ef429212a34836b9b270e9ef7a5239))
+* handle None output and conditional step dump in LoopBase execution ([#1212](https://github.com/TPTBusiness/Predix/issues/1212)) ([9de8d60](https://github.com/TPTBusiness/Predix/commit/9de8d6066994fcd7037fd03d9339b6590ab2fac9))
+* Handle Qlib Docker backtest failures gracefully (SECURITY FIX) ([233e9a6](https://github.com/TPTBusiness/Predix/commit/233e9a6e7881ce2aa96389aac0013ac77cbafb09))
+* handle the bug of wrong dag_parant index ([#996](https://github.com/TPTBusiness/Predix/issues/996)) ([cd0aab3](https://github.com/TPTBusiness/Predix/commit/cd0aab3c315cfdfc5dfce0a02172d17e5c2e76a8))
+* handle the no-update case of root node in uncommited_rec_status ([#1062](https://github.com/TPTBusiness/Predix/issues/1062)) ([0c6e6a4](https://github.com/TPTBusiness/Predix/commit/0c6e6a4c3150d9a5b0c26c3dc286b09a96cb1356))
+* Handle timeout exceptions safely in predix_full_eval.py ([22dbe68](https://github.com/TPTBusiness/Predix/commit/22dbe68c13ba0a14f52258937c5fd3e7fcbe1e23))
+* handle ValueError in stdout shrinking and refactor shrink logic ([#1228](https://github.com/TPTBusiness/Predix/issues/1228)) ([6fc3877](https://github.com/TPTBusiness/Predix/commit/6fc3877a39baabbf26e0cc1cbd327b0f6e2e325e))
+* Harden _safe_resolve to fix CodeQL alert [#3](https://github.com/TPTBusiness/Predix/issues/3) ([120d17a](https://github.com/TPTBusiness/Predix/commit/120d17a3cbabd22e73c97fc277aa5b5a25785c5e))
+* Harden path validation in Job Summary UI to fix CodeQL alert [#17](https://github.com/TPTBusiness/Predix/issues/17) ([c0abfcd](https://github.com/TPTBusiness/Predix/commit/c0abfcdbf9b66d0894fa5092b71fa98c9e6ba497))
+* Harden path validation to fix CodeQL alert [#20](https://github.com/TPTBusiness/Predix/issues/20) ([eb5aee2](https://github.com/TPTBusiness/Predix/commit/eb5aee2162701ffc6421c1570c3c713ea5c256ad))
+* ignore case when checking metric name ([#1160](https://github.com/TPTBusiness/Predix/issues/1160)) ([1b84f7b](https://github.com/TPTBusiness/Predix/commit/1b84f7b7546a9dee4f27e24e07c49fa8ee3a370d))
+* ignore class types when filtering workflow steps ([#1085](https://github.com/TPTBusiness/Predix/issues/1085)) ([79d2158](https://github.com/TPTBusiness/Predix/commit/79d21589c111674bc6572c7dd1fc29cf442dc77c))
+* ignore RuntimeError for shared workspace double recovery ([#1140](https://github.com/TPTBusiness/Predix/issues/1140)) ([bd8a16d](https://github.com/TPTBusiness/Predix/commit/bd8a16d92f9176d835bbc27478f9259f0fe9a827))
+* Import pandas in predix portfolio_simple command ([7196f09](https://github.com/TPTBusiness/Predix/commit/7196f098769ffa6758a1de6a4b6aa417f28d7261))
+* improve log folder sorting and selection UX ([#993](https://github.com/TPTBusiness/Predix/issues/993)) ([7e77a44](https://github.com/TPTBusiness/Predix/commit/7e77a44e11abbf974cb7af7ab8cf3fe5c00e7123))
+* Improve path traversal prevention with dedicated helper function ([57ca1c4](https://github.com/TPTBusiness/Predix/commit/57ca1c4c37860965e09664c47dfd0246a6897a8e))
+* improve the logic of json_schema and refine the reasoning extraction logic for reasoning model ([#1044](https://github.com/TPTBusiness/Predix/issues/1044)) ([e4d4cea](https://github.com/TPTBusiness/Predix/commit/e4d4ceafa20102c29f5d5e29e168fddf74fde8c4))
+* increase retry count in hypothesis_gen decorator to 10 ([#1230](https://github.com/TPTBusiness/Predix/issues/1230)) ([86ce4f1](https://github.com/TPTBusiness/Predix/commit/86ce4f135d649cfb12f2f88626cd31868cb447e7))
+* increase time default not controlled by LLM ([#1196](https://github.com/TPTBusiness/Predix/issues/1196)) ([e4bd647](https://github.com/TPTBusiness/Predix/commit/e4bd647d1b20cbaa26a00cf23c49bfbc0bc80477))
+* Initialize EnvController in QuantTrace.__init__ ([882bf92](https://github.com/TPTBusiness/Predix/commit/882bf92dd025e231d5bbeabe50cf9c0e994a552c))
+* inject correct MultiIndex template into factor prompt ([c420ed8](https://github.com/TPTBusiness/Predix/commit/c420ed81353979f8f3307cd9a2ec14d3007c373c))
+* inject MultiIndex warning into factor interface prompt (YAML valide) ([6587759](https://github.com/TPTBusiness/Predix/commit/6587759329da7d6665f9f70e0c8eeb5ee7161913))
+* insert await asyncio.sleep(0) to yield control in loop ([#1186](https://github.com/TPTBusiness/Predix/issues/1186)) ([e0453e0](https://github.com/TPTBusiness/Predix/commit/e0453e0058e2a4ec74feb0b31883f45604a9bf0c))
+* jinja problem of enumerate ([#1216](https://github.com/TPTBusiness/Predix/issues/1216)) ([6725f15](https://github.com/TPTBusiness/Predix/commit/6725f15f30df30a3ce37024fded621354d8114a7))
+* kaggle competition metric direction ([#1195](https://github.com/TPTBusiness/Predix/issues/1195)) ([04878f9](https://github.com/TPTBusiness/Predix/commit/04878f9e703fee9caff9208ab23995586f165c95))
+* **kronos:** lazy torch import to fix CI ModuleNotFoundError ([ccc1d27](https://github.com/TPTBusiness/Predix/commit/ccc1d27dbe5ab06a57085a589d456ac7bf49cc08))
+* **kronos:** pass actual datetime Series to Kronos predictor timestamps ([dc6e7ce](https://github.com/TPTBusiness/Predix/commit/dc6e7ce207d21fbc21976f2af7691058530fac2f))
+* **kronos:** replace rdagent_logger with stdlib logging for CI compatibility ([b4558f2](https://github.com/TPTBusiness/Predix/commit/b4558f2456659c6109bd1b3cf100510491cd3e6c))
+* merge candidates ([#1254](https://github.com/TPTBusiness/Predix/issues/1254)) ([46aad78](https://github.com/TPTBusiness/Predix/commit/46aad789ef710d9603e2330788dc66849cb6cab3))
+* minor conflict in prompts ([#1081](https://github.com/TPTBusiness/Predix/issues/1081)) ([427f5d2](https://github.com/TPTBusiness/Predix/commit/427f5d270ec1ef87823fc4973bdaded3351e18e0))
+* minor fix to runtime_environment ([#1089](https://github.com/TPTBusiness/Predix/issues/1089)) ([51921c2](https://github.com/TPTBusiness/Predix/commit/51921c2344d06b6822a2c15cb1934c1942d10a61))
+* model/factor experiment filtering in Qlib proposals ([#1257](https://github.com/TPTBusiness/Predix/issues/1257)) ([9e34b4e](https://github.com/TPTBusiness/Predix/commit/9e34b4e855cbd709cd077f529950b8e1f5c01486))
+* move snapshot saving after step index update in loop execution ([#1206](https://github.com/TPTBusiness/Predix/issues/1206)) ([774346d](https://github.com/TPTBusiness/Predix/commit/774346d92e3d9faa858f935bb2651d0f1aa12a6c))
+* move task cancellation to finally block and fix subprocess kill typo ([#1234](https://github.com/TPTBusiness/Predix/issues/1234)) ([a984f69](https://github.com/TPTBusiness/Predix/commit/a984f69f681dda1c6c58f45e2505d7b0e8d75cf0))
+* **optuna:** fix inverted parameter range in Stage 2/3 when signal_bias is negative ([eaf885e](https://github.com/TPTBusiness/Predix/commit/eaf885ec2d20ebd93e34d1e2cb445532d2fb0ed3))
+* Override webshop's Werkzeug dependency to fix CVE-2026-27199 ([53c63b7](https://github.com/TPTBusiness/Predix/commit/53c63b78d01265b2115ce69846cf192946228751))
+* package and timer bug ([#1092](https://github.com/TPTBusiness/Predix/issues/1092)) ([9b82bc1](https://github.com/TPTBusiness/Predix/commit/9b82bc10ad80bc20db6a6ae1c4486ca62da7e5b5))
+* path traversal risk ([#1050](https://github.com/TPTBusiness/Predix/issues/1050)) ([bd0a95e](https://github.com/TPTBusiness/Predix/commit/bd0a95efac3378fe53985fc997a888cf5c142fb6))
+* preserve null end_time when rendering dataset segments template ([#1326](https://github.com/TPTBusiness/Predix/issues/1326)) ([6196ba3](https://github.com/TPTBusiness/Predix/commit/6196ba31f2e43db4761eeb482c3301e2238bc4cf))
+* prevent calendar index overflow when signal data ends early ([#1324](https://github.com/TPTBusiness/Predix/issues/1324)) ([3dbd703](https://github.com/TPTBusiness/Predix/commit/3dbd7038280f21793246e5354f083ba472772a10))
+* prevent JSON content from being added multiple times during retries ([#1255](https://github.com/TPTBusiness/Predix/issues/1255)) ([31b19de](https://github.com/TPTBusiness/Predix/commit/31b19dee80c5006c72a0a9698834a04a3acd4af9))
+* prevent parallelism in feedback and record steps ([#1046](https://github.com/TPTBusiness/Predix/issues/1046)) ([12d4e8a](https://github.com/TPTBusiness/Predix/commit/12d4e8a850f51ca43555ddb577a4f60833ef78a8))
+* Prevent path injection in FT Job Summary UI ([ca1fbb1](https://github.com/TPTBusiness/Predix/commit/ca1fbb11200a7459067a6a57af57fe2d42c731ea))
+* Prevent path injection in RL Job Summary UI ([8c9b782](https://github.com/TPTBusiness/Predix/commit/8c9b782855edb809496be575eb3b9b9c6afce93c))
+* Prevent path traversal in autorl_bench server.py ([56888cf](https://github.com/TPTBusiness/Predix/commit/56888cf774e688c2aeadd7a741eb572bc7912789))
+* Prevent path traversal in get_job_options() app.py ([a58aa9f](https://github.com/TPTBusiness/Predix/commit/a58aa9f83836ec9d7dc0c5a535d74ef00dd5f7d4))
+* Prevent path traversal in RL UI app.py ([5137143](https://github.com/TPTBusiness/Predix/commit/51371434037d29b5f9e9500194639bb8a2c9d4ed))
+* Prevent path traversal in Streamlit UI app.py ([ebb5c84](https://github.com/TPTBusiness/Predix/commit/ebb5c8445e1c1ebb2fb9f08175f14c8a7988d8e5))
+* prompt yaml ([#1112](https://github.com/TPTBusiness/Predix/issues/1112)) ([0c3d0cd](https://github.com/TPTBusiness/Predix/commit/0c3d0cd32765bb19ee6485a96178ccb1c81b2db9))
+* properly assign sota_exp_fb before None comparison ([#1037](https://github.com/TPTBusiness/Predix/issues/1037)) ([aa006a5](https://github.com/TPTBusiness/Predix/commit/aa006a50ffabbea10fe5064ed79200d813343835))
+* Refactor path validation to fix CodeQL alert [#16](https://github.com/TPTBusiness/Predix/issues/16) ([b6d58b0](https://github.com/TPTBusiness/Predix/commit/b6d58b04f9132746bd601e958373e4d074f3b917))
+* refine DSCoSTEER_eval prompts ([#1157](https://github.com/TPTBusiness/Predix/issues/1157)) ([5594ab4](https://github.com/TPTBusiness/Predix/commit/5594ab418b46422e2f2e2edc08f0aadd0e95af04))
+* refine prompt, equal lightgbm, discourage over hypertuning ([#1072](https://github.com/TPTBusiness/Predix/issues/1072)) ([8974704](https://github.com/TPTBusiness/Predix/commit/89747045679f7f7b0b4870c8e554fd7049abeb75))
+* refine prompt; runner focus on low hanging fruit ([#1076](https://github.com/TPTBusiness/Predix/issues/1076)) ([de34c99](https://github.com/TPTBusiness/Predix/commit/de34c9993139226b92c59bbc09e5f175acdce2fa))
+* refine prompts and add additional package info ([#1179](https://github.com/TPTBusiness/Predix/issues/1179)) ([5353bd3](https://github.com/TPTBusiness/Predix/commit/5353bd31f25a98cba552145709af743cd4e83cf5))
+* refine task scheduling logic in MultiProcessEvolvingStrategy for… ([#1275](https://github.com/TPTBusiness/Predix/issues/1275)) ([27d38af](https://github.com/TPTBusiness/Predix/commit/27d38af7bd7e1fdb73e3617e94435abe7901dd21))
+* refine the prompt to force complete code & refine the logic of running ([#1069](https://github.com/TPTBusiness/Predix/issues/1069)) ([e3679d6](https://github.com/TPTBusiness/Predix/commit/e3679d6c0df0a4ca8a21d5b60512806c3e220722))
+* remove $factor from prompt, update example count to EURUSD ([0a9e982](https://github.com/TPTBusiness/Predix/commit/0a9e9825861f07c48c19e3bb007017de6a505d51))
+* remove all Chinese stock references, replace with EURUSD 1min FX ([ae0693c](https://github.com/TPTBusiness/Predix/commit/ae0693c5f472c3bbe64662ebd68448f25916f7bc))
+* Remove API key from test_benchmark_api.py config ([057b3f1](https://github.com/TPTBusiness/Predix/commit/057b3f10c7df19919ceaf54284fb775b9058645a))
+* Remove API key logging from eurusd_llm.py ([5fc14a1](https://github.com/TPTBusiness/Predix/commit/5fc14a13d2057ef117cf64603fb7ccb67c8ff7ae))
+* Remove API key parameter from generate_api_config() ([15897ae](https://github.com/TPTBusiness/Predix/commit/15897aeb2f97c09fd6d116bf31decf54771638d0))
+* Remove API key presence detection from logging ([061340b](https://github.com/TPTBusiness/Predix/commit/061340b77e73208942df9df5ab9ed50daad609e5))
+* Remove clear-text storage of API key (CodeQL alert [#8](https://github.com/TPTBusiness/Predix/issues/8)) ([45e64c2](https://github.com/TPTBusiness/Predix/commit/45e64c2d04e604af9945b9e0e5e0e81c8e537d7b))
+* Remove hardcoded credentials from test_benchmark_api.py ([6bee456](https://github.com/TPTBusiness/Predix/commit/6bee45626809f04425fbe5a52704ac088eed7bf3))
+* remove refine decision & bug fix ([#1031](https://github.com/TPTBusiness/Predix/issues/1031)) ([35b4224](https://github.com/TPTBusiness/Predix/commit/35b4224a039a5c9158752ba2903d19573b4fa612))
+* remove unused imports in data science scenario module ([#1136](https://github.com/TPTBusiness/Predix/issues/1136)) ([fd6cd39](https://github.com/TPTBusiness/Predix/commit/fd6cd3950c4d0463f2d1ccab63fa48be4de41a58))
+* Rename loader.py to prompt_loader.py to fix module conflict ([784f7b9](https://github.com/TPTBusiness/Predix/commit/784f7b9f3f17a7fef1e964bca453c2cc80b39e86))
+* replace hardcoded ChromeDriver path with webdriver-manager ([#1271](https://github.com/TPTBusiness/Predix/issues/1271)) ([e3d2443](https://github.com/TPTBusiness/Predix/commit/e3d24437cf7842623fe27fd9221e36a07457d7f7))
+* Resolve 88% empty backtest results + path fixes ([818b8f3](https://github.com/TPTBusiness/Predix/commit/818b8f3c0109c85100fee78da8640d9b27ea112d))
+* Resolve FORWARD_BARS NameError in backtest script ([7554107](https://github.com/TPTBusiness/Predix/commit/755410719cda657a2ac32c5dd140811fb2b32753))
+* Resolve security vulnerabilities (Dependabot + Code Scanning) ([2bbf529](https://github.com/TPTBusiness/Predix/commit/2bbf52943be5acb95a43b98e0814340bada233f1))
+* revert 2 commits ([#1239](https://github.com/TPTBusiness/Predix/issues/1239)) ([2201a47](https://github.com/TPTBusiness/Predix/commit/2201a4762343f2cc2deb3dff2b70baf99f102292))
+* revert to v10 setting ([#1220](https://github.com/TPTBusiness/Predix/issues/1220)) ([51f5bc9](https://github.com/TPTBusiness/Predix/commit/51f5bc9e117c6bfcb50c29355d5e73381d40b511))
+* scheduler next selection parallel disorder ([#1028](https://github.com/TPTBusiness/Predix/issues/1028)) ([f8d08be](https://github.com/TPTBusiness/Predix/commit/f8d08bed509935005e3433a94745a23b76e94b9c))
+* **security:** Patch 5 CodeQL path injection and clear-text logging alerts ([#22](https://github.com/TPTBusiness/Predix/issues/22)-[#25](https://github.com/TPTBusiness/Predix/issues/25), [#9](https://github.com/TPTBusiness/Predix/issues/9)) ([d386af9](https://github.com/TPTBusiness/Predix/commit/d386af98205722d1ea6d1465f585e89cb8df47de))
+* **security:** Patch 5 CodeQL path injection and weak hashing alerts ([#25](https://github.com/TPTBusiness/Predix/issues/25)-[#30](https://github.com/TPTBusiness/Predix/issues/30)) ([0d4c3b7](https://github.com/TPTBusiness/Predix/commit/0d4c3b7d69fdbdaafab00940bf7346c8b664928e))
+* **security:** Patch path injection and stack trace exposure (CodeQL [#31](https://github.com/TPTBusiness/Predix/issues/31), [#27](https://github.com/TPTBusiness/Predix/issues/27)) ([b0b8432](https://github.com/TPTBusiness/Predix/commit/b0b84328d13dac5c2ef79961200b011c0b5778f1))
+* **security:** replace relative_to() with realpath+startswith for CodeQL sanitization ([6d70f1e](https://github.com/TPTBusiness/Predix/commit/6d70f1ed944180c44d0eb75c0e86b013e5888b60))
+* **security:** resolve all 30 Bandit security alerts (B301, B614, B104) ([ce5983d](https://github.com/TPTBusiness/Predix/commit/ce5983d9d59c4c34341fb1ec749e44bbcfc4a1c4))
+* **security:** resolve CodeQL path-injection alerts in UI data loaders ([cced426](https://github.com/TPTBusiness/Predix/commit/cced426916cb726e95ad251dcbc0eb9ab6ec3591))
+* **security:** resolve CodeQL path-injection and clear-text-logging alerts ([ec50224](https://github.com/TPTBusiness/Predix/commit/ec50224c3580c5c82ddba02fe77af95efd9667ea))
+* **security:** Resolve GitHub Security Scan alerts ([6c85ba8](https://github.com/TPTBusiness/Predix/commit/6c85ba833a48326e39006e0f73c506b29a594bde))
+* **security:** Upgrade vllm and transformers to patch 4 CVEs ([6c9ba91](https://github.com/TPTBusiness/Predix/commit/6c9ba91d3bf7ce1ed389e544c68be55262bf4e28))
+* set requires_documentation_search to None to disable feature in eval ([#1245](https://github.com/TPTBusiness/Predix/issues/1245)) ([ee8c119](https://github.com/TPTBusiness/Predix/commit/ee8c119f31b72de1002e5ad5d30c56d0f4b6c9b9))
+* Skip already evaluated factors in predix_full_eval.py ([ae23e01](https://github.com/TPTBusiness/Predix/commit/ae23e019ed4b087bbb22eaf359198d0af44f041a))
+* skip res_ratio check if timer or res_time is None ([#1189](https://github.com/TPTBusiness/Predix/issues/1189)) ([dbe2142](https://github.com/TPTBusiness/Predix/commit/dbe214282e84f099512eeaf01925c7dee1b780a6))
+* split then sample & remove simple model guide in ds proposal ([#1034](https://github.com/TPTBusiness/Predix/issues/1034)) ([ece86d7](https://github.com/TPTBusiness/Predix/commit/ece86d7d514afbc04b6355e3523ad1925a9ca33f))
+* stop evolve if global timer is timeout ([#1039](https://github.com/TPTBusiness/Predix/issues/1039)) ([3c2c27c](https://github.com/TPTBusiness/Predix/commit/3c2c27c9d3760f0c820c981ccb1e56553a342253))
+* **strategy:** Fix template variables, APIBackend import, and JSON extraction ([8220faa](https://github.com/TPTBusiness/Predix/commit/8220faa3de6ea555717ac29ba90a3b68135fbf9e))
+* **strategy:** Re-evaluate Optuna-optimized strategies with full OHLCV backtest ([026edce](https://github.com/TPTBusiness/Predix/commit/026edce122284fb1da467e6e9de8a2b9116c7ace))
+* summary page bug ([#1219](https://github.com/TPTBusiness/Predix/issues/1219)) ([beab473](https://github.com/TPTBusiness/Predix/commit/beab473b40714fbd802ebb3b61c0dd3d3ba7d91a))
+* support experimental support for Deepseek models and update docs about configuration ([#1024](https://github.com/TPTBusiness/Predix/issues/1024)) ([f2272f3](https://github.com/TPTBusiness/Predix/commit/f2272f34c1e12620b315b49184729b5b3e366a93))
+* Switch to ThreadPoolExecutor for factor evaluation ([b600866](https://github.com/TPTBusiness/Predix/commit/b6008663f196119d74db5e80b657e4f7de06f4c2))
+* Translate remaining German comment in eurusd_macro.py ([5054f22](https://github.com/TPTBusiness/Predix/commit/5054f220dd4a4d62046b2b3e067351e498056a33))
+* TypeError: cannot unpack non-iterable bool object ([#1036](https://github.com/TPTBusiness/Predix/issues/1036)) ([7251976](https://github.com/TPTBusiness/Predix/commit/7251976f5573ab9930e746f785c6cf52050c28e6))
+* ui bug ([#1192](https://github.com/TPTBusiness/Predix/issues/1192)) ([2f8261f](https://github.com/TPTBusiness/Predix/commit/2f8261f82bf25ad714eff22be2283c6e645b5314))
+* update fallback criterion ([#1210](https://github.com/TPTBusiness/Predix/issues/1210)) ([dbbe374](https://github.com/TPTBusiness/Predix/commit/dbbe374ac8b0cefcde9145a76b4cd5c0b40b3f92))
+* Update LICENSE badge link from main to master branch ([485ae02](https://github.com/TPTBusiness/Predix/commit/485ae02243f77eb2d665d8654049f0776e35f89c))
+* update requirements.txt's streamlit ([#1133](https://github.com/TPTBusiness/Predix/issues/1133)) ([600d159](https://github.com/TPTBusiness/Predix/commit/600d159e86521cc0498df9df3756921e676e3332))
+* Update Werkzeug to 2.3.8 (latest secure 2.x version) ([24ea6dd](https://github.com/TPTBusiness/Predix/commit/24ea6dd5a5937d3a033d8b97cc57d6dc9a41f88a))
+* Use 96-bar forward returns in backtest (matching factor IC horizon) ([991eb06](https://github.com/TPTBusiness/Predix/commit/991eb061456a84e3c2d472d57078a286023cb29d))
+* use CoSTEERSettings for DSRunnerCoSTEERSettings ([#1096](https://github.com/TPTBusiness/Predix/issues/1096)) ([54d72e1](https://github.com/TPTBusiness/Predix/commit/54d72e1dcaabecda1c501b1c39dc7f58fbbe6db9))
+* Use num_api_keys instead of len(api_keys) for round-robin ([89f971e](https://github.com/TPTBusiness/Predix/commit/89f971ea70d7339da692bf7c62fc04d09eea4bfb))
+* weg, Timestamps mit Uhrzeit, kein SZ-Beispiel ([6f616cb](https://github.com/TPTBusiness/Predix/commit/6f616cb48138aee0b4d973a0df8fce6afadba92f))
+
+
+### Performance Improvements
+
+* **kronos:** batch GPU inference via predict_batch — 75x faster ([74611d0](https://github.com/TPTBusiness/Predix/commit/74611d071ac123a655eb15d0737bb73b8c1bd2b0))
+* **kronos:** batch GPU inference via predict_batch — 75x faster ([2babeb9](https://github.com/TPTBusiness/Predix/commit/2babeb95f42828e13a37dc16166c75538f33fd4b))
+
+
+### Documentation
+
+* Add ATTRIBUTION.md with clear usage guidelines ([17b1e62](https://github.com/TPTBusiness/Predix/commit/17b1e62d021624868f1971483622c7ee550b0232))
+* Add CLI welcome screenshot to README ([e6f2374](https://github.com/TPTBusiness/Predix/commit/e6f237437595745406c310b58a9bd7214ff914ae))
+* Add comprehensive CHANGELOG.md for v1.0.0 release ([24f768e](https://github.com/TPTBusiness/Predix/commit/24f768ef0cc1bc9e75a1568310e69ce9a893115a))
+* Add comprehensive CLI help and update README with quick start ([f5f8515](https://github.com/TPTBusiness/Predix/commit/f5f8515618c2f09430f0093a392427b08fc19fd4))
+* Add comprehensive data setup guide to README ([f721d53](https://github.com/TPTBusiness/Predix/commit/f721d53e5681be6997418c13acc3439897168048))
+* Add comprehensive Git commit guidelines to QWEN.md ([1dd5cff](https://github.com/TPTBusiness/Predix/commit/1dd5cffe3d62a486d5ffa53f91cb66bc970e6b41))
+* Add conda requirement to README + fix predix CLI ([df45698](https://github.com/TPTBusiness/Predix/commit/df45698b20e0a3e6e0079decf2b8eecb6983a175))
+* Add CRITICAL rule - NEVER commit closed-source/private assets ([917683f](https://github.com/TPTBusiness/Predix/commit/917683fff7fb88cca0f98dfc8a8f715461490587))
+* Add CRITICAL rule - NEVER commit trading strategies or JSON files ([2b60fcc](https://github.com/TPTBusiness/Predix/commit/2b60fccd00b569479f0d78e29738d0b47395ec49))
+* add documentation for Data Science configurable options ([#1301](https://github.com/TPTBusiness/Predix/issues/1301)) ([d603d5a](https://github.com/TPTBusiness/Predix/commit/d603d5a5aa86e43cfc0ee3efedc5ab18919809f5))
+* add execution environment configuration guide (Docker vs Conda) ([#1288](https://github.com/TPTBusiness/Predix/issues/1288)) ([27ed3d1](https://github.com/TPTBusiness/Predix/commit/27ed3d1a75b15a5589af84d4f597a8484006e71e))
+* Add implementation summary ([38dfe2b](https://github.com/TPTBusiness/Predix/commit/38dfe2b2e0397eacc405933b8f2b5fa13bad6915))
+* Add live trading system documentation to QWEN.md ([a9d7fb8](https://github.com/TPTBusiness/Predix/commit/a9d7fb8891aba150cf711e848ec980e1d7750f7b))
+* Add Microsoft RD-Agent acknowledgment to README ([be2739f](https://github.com/TPTBusiness/Predix/commit/be2739f17c914e5b3a9ab8ea1c18494d81b83fe0))
+* Add professional badges to README header ([0bb89f0](https://github.com/TPTBusiness/Predix/commit/0bb89f08cd944f6fb5ee0a79faba82214ece9ce6))
+* add Properties code-block for BACKEND setting in docs ([#1060](https://github.com/TPTBusiness/Predix/issues/1060)) ([c27f3b4](https://github.com/TPTBusiness/Predix/commit/c27f3b4aa8b19c5730e7423a3a34fa733eb74f68))
+* add README for exp_gen folder structure proposal ([#1010](https://github.com/TPTBusiness/Predix/issues/1010)) ([deb01ac](https://github.com/TPTBusiness/Predix/commit/deb01ac5c1ed167e9c0c8e068cff41dbaca6c2cf))
+* Add results/ directory README for storage documentation ([02f31ee](https://github.com/TPTBusiness/Predix/commit/02f31eecadc0c02e4f266ca583248419e617e72a))
+* add submission grading steps to devcontainer README ([#1054](https://github.com/TPTBusiness/Predix/issues/1054)) ([083f1bd](https://github.com/TPTBusiness/Predix/commit/083f1bdafee20ae9dcc772d20d673bfe3393a389))
+* Add v2.0.0 release changelog ([ff265ec](https://github.com/TPTBusiness/Predix/commit/ff265ec7e19217b434bc10ff6a65513d90906717))
+* **claude:** add release cadence policy — manual on request, patch bumps ([bbc89e1](https://github.com/TPTBusiness/Predix/commit/bbc89e1e9ece4954f45ebdd76be10008990d3b5d))
+* **claude:** auto-merge release-please PR after every push ([f500917](https://github.com/TPTBusiness/Predix/commit/f500917b699ee78dc676e84e01574d49bdc8e796))
+* Clean changelog of closed-source performance metrics ([a0f6587](https://github.com/TPTBusiness/Predix/commit/a0f6587ab1724293924da07fe18c40891ca612a1))
+* Create changelog/ directory with v1.0.0.md release notes ([dd291ae](https://github.com/TPTBusiness/Predix/commit/dd291aec9601e56e7aecf8334ae94729ca607d43))
+* Final system completion - all 9 phases done ([d6e4044](https://github.com/TPTBusiness/Predix/commit/d6e4044971e3b575ee747c35aaa79cc5d8e06885))
+* fix duplicate sections, add hardware requirements and data setup guide ([6c771b3](https://github.com/TPTBusiness/Predix/commit/6c771b37e6f88526a896499e86929cfca2c199eb))
+* improve README badges, fix llama-server flags, clean up structure ([336e1a5](https://github.com/TPTBusiness/Predix/commit/336e1a5afb4933ec13572ef050a3e5a2ca183400))
+* Remove 'Inspired by' comments and add comprehensive Acknowledgments ([b03975b](https://github.com/TPTBusiness/Predix/commit/b03975b65e377285f75e4861710bf382f7e04ea9))
+* Simplify README for git-clone-only installation ([3a09c5f](https://github.com/TPTBusiness/Predix/commit/3a09c5f891cad1e70e5d0975f4631357b6de4bf7))
+* Translate all code comments to English ([cc07144](https://github.com/TPTBusiness/Predix/commit/cc07144ff1a389f19fa70d038f9d3605cefab4cc))
+* Translate data_config.yaml to English ([baeae68](https://github.com/TPTBusiness/Predix/commit/baeae68f15b565ca911f3460de268cec14affee1))
+* Translate server.py comments to English ([fde1e47](https://github.com/TPTBusiness/Predix/commit/fde1e476958f5611c0612661ac38221d25211ecd))
+* Translate server.py docstring to English ([f8b144a](https://github.com/TPTBusiness/Predix/commit/f8b144ae32b5da34e5201bcd968059b6da6aed0c))
+* update configuration docs ([#1155](https://github.com/TPTBusiness/Predix/issues/1155)) ([56ed919](https://github.com/TPTBusiness/Predix/commit/56ed919b2e44f4398ac304a4f6cdf099dd382096))
+* update data science docs ([#1015](https://github.com/TPTBusiness/Predix/issues/1015)) ([81d0ac7](https://github.com/TPTBusiness/Predix/commit/81d0ac71858de3369346d10d22e2c13d45f3f88c))
+* update docs/installation_and_configuration.rst for Configuration ([#1061](https://github.com/TPTBusiness/Predix/issues/1061)) ([6469a06](https://github.com/TPTBusiness/Predix/commit/6469a0679a9fb23803fd073d5aa8231c137ba6b6))
+* update installation methods in readme ([#1058](https://github.com/TPTBusiness/Predix/issues/1058)) ([dfd73cb](https://github.com/TPTBusiness/Predix/commit/dfd73cb61954477c83a4b19f9d61d05e02e285df))
+* Update QWEN.md with complete 5-phase architecture and results ([7e13541](https://github.com/TPTBusiness/Predix/commit/7e13541d6098a3d8369ae13fccbc7d9486679149))
+* Update QWEN.md with detailed Git history correction guide ([f5784a2](https://github.com/TPTBusiness/Predix/commit/f5784a2282f2e05b1713d69fc7e50edcc4fa61d5))
+* Update QWEN.md with implementation guide ([b72167e](https://github.com/TPTBusiness/Predix/commit/b72167e8265728423dd5a33d8561d7cab91eaec9))
+* Update SECURITY.md and CONTRIBUTING.md ([273131f](https://github.com/TPTBusiness/Predix/commit/273131ff44a963913f937b0e84d2018e29eb02cc))
+* Update TODO.md with v1.0.0 completed items and future roadmap ([5b2d723](https://github.com/TPTBusiness/Predix/commit/5b2d72397c126ad72a9e127f157de4c3da463e4b))
+
+
+### Miscellaneous Chores
+
+* release 0.6.1 ([5c2f015](https://github.com/TPTBusiness/Predix/commit/5c2f015757b49ffd3c4b335451ca3b1e319ca580))
+* release 0.7.0 ([7299ab1](https://github.com/TPTBusiness/Predix/commit/7299ab1f6a0696657b468cf85d26dce72ed6f150))
+* release 0.8.0 ([8c15238](https://github.com/TPTBusiness/Predix/commit/8c1523802c3c0237eae27ebef3e155af2cddd05e))
+
 ## [1.3.1](https://github.com/TPTBusiness/Predix/compare/v1.3.0...v1.3.1) (2026-04-21)