- Add return type annotation (list[str]) to Config.validate()
- Add type annotations (msg: str, -> None) to logger convenience functions
- Add FileParser.is_supported() classmethod for checking file format support
Background threads (graph building, simulation prep, report generation,
profile generation) now inherit the requesting user's locale preference.
Previously these fell back to 'zh' because Flask request context was
unavailable in spawned threads.
Ensure poster_type stays PascalCase English and stance stays English enum
values regardless of language setting. Only natural language fields follow
the user's language preference.
The language instruction was causing LLM to change entity/relation naming
conventions. Now explicitly enforce PascalCase/UPPER_SNAKE_CASE for technical
identifiers while only applying language preference to description fields.
Adds a canonical machine-readable probability signal endpoint that distils
a completed simulation report into a structured prediction thesis.
New: backend/app/services/signal_extractor.py
- SignalExtractor.extract() calls chat_json() (3 attempts, temp 0.1, step 0.05)
against the report markdown and returns a validated MiroSignal dataclass
- Validates and normalises all fields: p_yes clamped to [0.01, 0.99],
confidence/action enums enforced, action recomputed from p_yes when invalid
- _trim_report() keeps the tail (conclusions) for long reports to stay within
token limits
- _salvage() fallback_parser recovers a minimal signal from partial LLM output
using regex probability extraction
New endpoint: POST /api/report/<report_id>/signal
- 404 if report not found
- 400 if report not yet completed or content is empty
- 422 if LLM fails after all retry attempts
- Returns canonical signal with thesis.{p_yes, confidence, action, regime,
summary, drivers, invalidators} — schema_version 1.1
New: backend/tests/services/test_signal_extractor.py
- 27 tests covering happy path, field validation/normalisation, report
trimming, _salvage fallback, and LLM failure propagation
- No real API calls — LLMClient fully mocked
Closes#277
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
30 tests covering _clean_response_text (think tags, markdown fences),
_fix_truncated_json (unclosed braces/brackets/strings), _try_fix_json
(near-valid JSON recovery), and chat_json retry behaviour (max_attempts,
temperature backoff, fallback_parser, ValueError after all attempts fail,
finish_reason==length truncation repair, API exception handling).
All tests use mocked OpenAI client — no real API calls.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Implemented `_get_report_id_for_simulation` to find the most recent report ID associated with a simulation ID by scanning the reports directory.
- Updated `get_simulation_history` to include the retrieved report ID in the response, enhancing the simulation data returned to the client.
- Updated simulation history retrieval to read project details directly from the Simulation file.
- Improved simulation configuration handling by reading simulation requirements from JSON.
- Added project file listing to the simulation history, displaying up to three associated files.
- Refined card layout in HistoryDatabase.vue to accommodate new file display features and improved responsiveness.
- Deleted docker-compose.yml, backend Dockerfile, frontend Dockerfile, and nginx configuration to streamline project setup.
- Updated .env.example to reorganize LLM and ZEP API configurations for clarity and ease of use.
- Enhanced README.md to reflect changes in project structure and provide clearer setup instructions.
- Created package-lock.json for dependency management.
- Updated package.json and frontend package.json to version 0.1.0.
- Adjusted backend pyproject.toml to reflect version 0.1.0.
- Introduced uv.lock for Python dependency resolution.
- Modified the backend setup script to clear the virtual environment before installation.
- Improved README.md by restructuring the prerequisites section into a table for better readability.
- Added installation instructions for the `uv` package and clarified terminal requirements post-installation.
Laura Roganovic
BaiFu
lllopic
ghostubborn
LoryGlory