Keep the pipeline flowing.
Pipeline enforcement for AI self-evolution documents. Monitors document health, detects stale thoughts, flags frozen pipelines, and enforces thresholds -- so growth doesn't depend on the agent remembering to grow.
Document flow
Ideas enter as raw encounters and flow through capture, incubation, crystallization, and integration. praxis-echo makes sure nothing gets stuck along the way.
Features
Six capabilities that keep your document ecosystem healthy and your growth pipeline moving forward.
Injects document state at session start. Thread counts, staleness warnings, threshold alerts -- all before the first tool call.
praxis-echo pulseThoughts untouched for 7+ days, questions unresearched for 14+ days. If ideas aren't moving, praxis notices.
7d thoughts / 14d questionsSoft and hard limits per document. LEARNING.md: 5/8 threads. THOUGHTS.md: 5/10. Overflow triggers archival.
soft + hard limitsNo document movement across 3+ sessions? The pipeline is frozen. praxis flags it before stagnation sets in.
3+ session detectionPost-session diff compares start vs. end state. Tracks graduations, dissolutions, new threads, and pipeline activity.
praxis-echo reviewQueue research intents from curiosity. Integrates with n8n to schedule self-initiated exploration.
praxis-echo nudgeTech stack
Lean tooling. One binary that reads your documents and tells you the truth about your pipeline.
core runtime
CLI framework
serialization
agent framework
Quick start
Clone, build, initialize. praxis-echo reads your document ecosystem and starts enforcing immediately.
Clone and build
Initialize
Check pipeline
Deep scan
Ecosystem
Composable modules for building autonomous AI entities. Each stands alone. Together they form something greater.
voice pipeline
memory system
pipeline enforcement
metacognitive monitoring