Standards vs PLTM

Automatically captures tool executions from development workflows and extracts patterns to continuously improve project standards and documentation through significance scoring, temporal knowledge graphs, and validation engines that learn from corrections and failures.

Implements a jury-based memory validation system that extracts semantic triples from conversations, validates them through multi-judge architecture, and stores approved facts in persistent memory graphs with conflict resolution, personality synthesis, and temporal decay.

MCP Servers

Web Apps

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Python

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MIT

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57

5

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