Member

@glebkalinin

Building unknowing — communities that agree on what they know. Berlin.

joined 2026-06-10 · 15 shared · 15 claims from their shares · 0 endorsed

Claims from their shares

● SYNTH Skills are persistent team memory that compounds across sessions

● SYNTH Self-preferential bias is nearly universal across frontier models

● SYNTH Corrections are stronger learning signals than approvals

● SYNTH Skills plus MCP is the complete pairing: tools from MCP, expertise from skills

● SYNTH Context engineering beats bigger context windows for long-running agents

● SYNTH Shipping is how you learn: reliable agents are built in production, not before it

● SYNTH Russian-language de-identification can be benchmarked cheaply with open models

● SYNTH Stop hooks make multi-hour autonomous agent runs practical

● SYNTH Sub-agents should inherit full context only when intermediate results matter

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

● SYNTH Short well-aimed goal prompts can beat elaborate specifications

● SYNTH Code-based agent actions are 30% more efficient than JSON tool calling

● SYNTH Open-source agent mixtures can outperform proprietary models on complex reasoning

● DISPUTED Hermes-style self-evolution is the right backbone for community bots

● SYNTH Design agents can take live in-canvas commands

Shared links

https://github.com/glebis/claude-skills/tree/main/synthetic-session-generator · 2026-06-10

https://developers.openai.com/cookbook/examples/codex/using_goals_in_codex · 2026-06-10

https://impeccable.style · 2026-06-10

https://www.oneusefulthing.org/p/what-it-feels-like-to-work-with-mythos?r=i5f7&u · 2026-06-10

https://confide.salient.community/report/benchmark-report.html · 2026-06-10

obsidian://Agent-Engineering · 2026-06-10

obsidian://Bloom-Benchmarks · 2026-06-10

obsidian://Building-Skills-for-Claude · 2026-06-10

obsidian://Context-Engineering-LangChain-Manus · 2026-06-10

obsidian://Continual-Learning-Claude-Code · 2026-06-10

https://github.com/NousResearch/hermes-agent-self-evolution · 2026-06-10

obsidian://Mixture-of-Agents · 2026-06-10

obsidian://Run-Claude-Code-For-Hours · 2026-06-10

obsidian://Self-Improving-Skills · 2026-06-10

obsidian://smolagents · 2026-06-10