chenpg2/kw-engine

Methodology evolution engine — distill transferable principles from literature, search by problem structure

11Stars on the repository
13Mods indexed here, across every type
2mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

kw-distiller

01

chenpg2/kw-engine

Agent

Distills a Layer-1 paper reading into abstract, transferable Layer-2 principle records (first-principles), capturing problem-signature ↔ mechanism ↔ rationale.

11 2mo ago A 38 tokens original MIT

kw-fetcher

02

chenpg2/kw-engine

Agent

Acquires ONE paper PDF into paper/ .pdf via a robust multi-source open-access fallback chain, validates it is a real PDF, and registers a pending index entry. Use to fetch a paper before kw-reader reads it. Never reads/abstracts the paper.

11 2mo ago A 58 tokens original MIT

kw-reader

03

chenpg2/kw-engine

Agent

Faithfully reads one paper PDF into a Layer-1 structured reading per the memory contract. Use to extract (not abstract) a paper.

11 2mo ago A 31 tokens original MIT

kw-synthesizer

04

chenpg2/kw-engine

Agent

Cross-paper Layer-3 synthesis — clusters principles into a design-space map, surfaces contradictions and gaps. Run periodically (Loop 1 re-synthesis).

11 2mo ago A 36 tokens original MIT

kw-verifier

05

chenpg2/kw-engine

Agent

Independent quality/integrity reviewer for memory records. Checks SCHEMA invariants, provenance resolution, L1 faithfulness, L2 abstraction. Never produces records — review lane only.

11 2mo ago A 40 tokens original MIT