Goal

agent-memory

Persistent agent memory: skills as team memory, learning from corrections, reflection, compiling knowledge into reusable skills

7 claims · 0 canon · 7 contributing sources

Claims

● SYNTH Books can compile into agent skills — salience 0.76

● SYNTH Skills are persistent team memory that compounds across sessions — salience 0.64

● SYNTH Corrections are stronger learning signals than approvals — salience 0.54

● SYNTH Skills-driven publishing works from a single content dump — salience 0.53

● SYNTH Ontologies make agent knowledge structures more reliable — salience 0.52

● SYNTH Agents can author working skills from terse goal prompts alone — salience 0.41

● SYNTH Investing in skills, docs and rules makes agents measurably better — salience 0.36

Contributing links

GitHub - virgiliojr94/book-to-skill: Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. - virgiliojr94/book-to-skill

shared by @sergeykadomsky · 2026-06-10 · github.com

Continual learning — skills as team memory

shared by @glebkalinin · 2026-06-10

Self-improving skills via reflection

shared by @glebkalinin · 2026-06-10

writing-clearly-and-concisely — softaworks/agent-toolkit

Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for…

shared by @ivanermakov · 2026-06-11 · skills.sh

archive.is/20260330175842/https://medium.com/@nayan.j.paul/ontology-dr⚠ UNREACHABLE

shared by @sergeykadomsky · 2026-06-11 · archive.is

claude-skills/synthetic-session-generator at main · glebis/claude-skills

Collection of Claude Code skills for enhanced AI workflows - glebis/claude-skills

shared by @glebkalinin · 2026-06-10 · github.com

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