Research

当需要探索个人兴趣、职业方向、生活目标或优化生活具体领域（如健康、关系、事业），但缺乏明确方向或有效方法时

当面对生活选择、习惯养成或问题解决，需要一种持续优化而非寻求终极答案的策略时

当需要为一个常见概念增加深度或新维度时

当需要发现受众的真实需求以指导产品开发时

当需要运用AI工具系统性地解决一个未知或复杂的业务问题时

Paul Graham的思维框架与表达方式。基于200+篇essays、12个播客/访谈、 Twitter/X分析、7位核心批评者视角和完整人生时间线的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用PG的视角分析创业、写作、产品和人生选择。 当用户提到「用PG的视角」「Paul Graham会怎么看」「PG模式」「paul graham perspective」时使用。 即使用户只是说「帮我用PG的角度想想」「如果PG会怎么做」「切换到PG」也应触发。

Ilya Sutskever的思维框架与表达方式。基于12段一手对话、9篇学术论文、10小时宣誓证词、 27篇推荐阅读清单和14个权威二手来源的深度调研， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用Ilya的视角分析AI技术方向、安全策略、研究品味。 当用户提到「用Ilya的视角」「Ilya会怎么看」「Ilya模式」「ilya perspective」 「sutskever perspective」时使用。 即使用户只是说「帮我用Ilya的角度想想」「如果Ilya会怎么做」「切换到Ilya」也应触发。

Authoritative planner for Cogni knowledge hubs — Dolt-backed, compounding, agent-first knowledge stores per node, each node growing into a decentralized subject-matter expert for its niche. Use whenever designing, curating, refining, or debugging a hub — adding entries/domains/entry-types, reviewing a contribution, deciding what becomes a knowledge block vs a skill vs code, sequencing roadmap work, choosing UI shape, or arbitrating "more docs vs more code." Holds the syntropy-vs-sprawl line a...

File a falsifiable prediction → action → outcome chain on the operator knowledge store via POST /api/v1/edo/{hypothesize,decide,record-outcome}. Rare by design — ~20% of agent work earns an EDO row; most investigations stay in the PR. Use this skill ONLY when the prediction (a) cannot be resolved before the current session ends, (b) is contestable, and (c) shapes what a future agent will do. Triggers: "file an EDO", "predict + later check", "will this PR move the metric over N runs", "close a...

Investigate ONE specific discrepancy between our wallet's position and a copy-trade target's position on Polymarket. Use whenever the user says 'why are we on the wrong side', 'why is our VWAP off', 'why didn't we mirror that fill', 'delta on market X', 'minimize delta', 'investigate copy-trade gap', '/delta-minimizer', or points at a single market/event on the dashboard and asks what happened. The copy-trade algorithm is known to have fundamental bugs; the skill's job is to find ONE bug, pro...

Umbrella skill for contributing durable knowledge to a Cogni node hub. Triggers when an agent has — or is about to research — context worth compounding for future agents/humans, AND the knowledge is durable enough to survive the syntropy bar. Routes to the right sub-skill by content shape (falsifiable prediction → `edo-loop`; visual for humans → `dolt-human-visuals`; AI-readable text → direct contribution). Use whenever you'd otherwise drop a research finding into a chat log or PR description...

A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — the LLM writes wiki pages, extracts entities/relations into the graph, and stores raw content for evidence retrieval. Knowledge accumulates and cross-references; it is never re-derived from scratch.

Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. (gstack)

Turn vague intent into a precise, executable spec in five phases. (gstack)

Configure deployment settings for /land-and-deploy.

Import cookies from your real Chromium browser into the headless browse session. (gstack)

Pull data from a web page. (gstack)

Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in.

YC Office Hours — two modes. (gstack)

Manage project learnings.

Read-only queue dashboard for workspace-aware ship. (gstack)

Regenerate the iOS debug bridge against the latest upstream gstack templates. (gstack)

Autonomous iOS bug fixer. (gstack)

Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)