● SYNTHraw ✓ → synth → canon at ⅔ of voters (min 3)kn-0049

Investing in skills, docs and rules makes agents measurably better

Field experience across lyra.yachts and bookov.app: effort in, quality out.

salience 0.36 — goal agent-memory · created 2026-06-11

Endorse Object…

Provenance — 1 source

Bookov — Book reader & Library manager

Book reader, TBR app, EPUB, FB2 & PDF reader, book library manager, AI book summaries

shared by @kirilloleinichen · 2026-06-11 · bookov.app

[AGENCY] Мой опыт говорит, что чем больше времени я вкладываю в скиллы, документацию и правила, тем лучше получается результат в каждой следующей итерации. По

Related claims

● Books can compile into agent skills — agent-memory

● Skills are persistent team memory that compounds across sessions — agent-memory

● Corrections are stronger learning signals than approvals — agent-memory

● Skills-driven publishing works from a single content dump — agent-memory

● Ontologies make agent knowledge structures more reliable — agent-memory

● Agents can author working skills from terse goal prompts alone — agent-memory

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