Document PlanExe system prompts and update coding standards#122
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82deutschmark wants to merge 44 commits intoPlanExeOrg:mainfrom
Open
Document PlanExe system prompts and update coding standards#12282deutschmark wants to merge 44 commits intoPlanExeOrg:mainfrom
82deutschmark wants to merge 44 commits intoPlanExeOrg:mainfrom
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82deutschmark
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Mar 2, 2026
82deutschmark
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- Updated CODING_STANDARDS.md with Egon/Linux-friendly phrasing and clarified non-negotiables, plan requirements, and documentation expectations
- Added system_prompts.jsonl (snapshot of 115 system prompts)
- Added docs/system-prompts-review.md with review notes
… to PLANEXE_FRONTEND_MULTIUSER_PUBLIC_URL
…uted execution, explain API, semantic search
… creating plans. I have a Gradio UI for creating plans, but it's far from what I have in mind.
- Add TokenMetrics database model to store per-call token usage metrics
- Implement token extraction from multiple LLM providers (OpenAI, OpenRouter, Anthropic, Ollama, etc.)
- Add TokenMetricsStore for database operations with lazy initialization
- Add token instrumentation module for pipeline integration
- Add API endpoints to retrieve token metrics (aggregated and detailed)
- Initialize token tracking for each plan execution
- Import TokenMetrics in Flask app for automatic table creation
- Comprehensive documentation with usage examples and troubleshooting guide
Metrics tracked per LLM invocation:
- Input tokens, output tokens, thinking tokens
- Duration and success/failure status
- LLM model and task name
- Raw provider-specific usage data for debugging
API endpoints:
- GET /runs/{run_id}/token-metrics - Aggregated summary
- GET /runs/{run_id}/token-metrics/detailed - Per-call details
Supports automatic metric recording from LLM responses across all provider types.
…ow, extensions, reporting, safety, and roadmap
This reverts commit 9c79a93.
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