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By 0xabrar
Strategy and decision-making frameworks distilled from Garry Tan's gstack — seven focused skills for what to build, how to scope, when to ship, how to review, and more.
npx claudepluginhub 0xabrar/gstack-distilled --plugin gstack-distilledWorking with AI coding agents — User Sovereignty, agreement-as-signal, Karpathy/Willison framing, per-model overlays, and the rule to measure your prompt nudges.
Estimate work and scope decisions in the AI-coding era. Boil the Lake, AI compression ratios, three-layer search before building.
Compound knowledge across sessions. Plan-tune dual-track psychographic profile (declared vs behavior), retro philosophy that demotes LOC, the keep-or-toss test for learnings.
Code review, debugging, and incident discipline. Confidence calibration, root-cause iron law, alert-on-changes rule, the pre-existing blame protocol.
When to ship vs not ship. The single ship gate, six auto-decision principles for plan reviews, and the Confusion Protocol for when to stop and ask.
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39 Mental Models and Frameworks for Critical Thinking in Claude Code
Strategic thinking partner for product decisions. Works through problems conversationally, challenges assumptions, helps you ship faster. Grounded in frameworks from Marty Cagan, Teresa Torres, Elena Verna, Brian Balfour, Chip Huyen, Ryan Singer, Hamel Husain, and more. Complete eval chain from first 20 test cases through error analysis, LLM judges, and RAG evaluation. Plus backlog automation with Linear/GitHub integration.
Lean agent skills for building, shipping, strategy, and growth — no context bloat.
Core skills: ecosystem guide, skill creator, research patterns, session reflection, and plugin development. Includes UserPromptSubmit hook for forced skill evaluation.
Verification-first engineering toolkit for Claude Code. 15 skills across a 5-phase spine (Investigate → Design → Implement → Verify → Ship), 8 specialist agents, an interactive setup wizard. Every skill has rationalizations + evidence requirements. Built for senior ICs and tech leads.
AI skills framework: UNDERSTAND → ENVISION → DELIVER → REFLECT. Process enforcement, 14 workflows, 37 skills, 5 agent personas.
The strategy and decision-making frameworks from Garry Tan's gstack, as focused standalone skills.
gstack is Garry Tan's open-source Claude Code config — 60+ skills encoding how YC's president builds. The skills are large because they include their full operational layer: bash preambles, telemetry, gbrain memory sync, voice rules, model-specific patches, completion protocols.
This repo extracts the strategy and judgment layer on its own. Just the frameworks. No setup script, no install, no telemetry.
Useful when you want to:
Seven decision-making frameworks, each a standalone skill:
Plus doctrine.md — the whole thing in one file for the impatient.
/plugin marketplace add 0xabrar/gstack-distilled
/plugin install gstack-distilled@gstack-distilled
This installs all seven skills as a managed plugin. Updates via /plugin update.
For Cursor, Gemini, or any agent that supports the Agent Skills standard:
npx skills add 0xabrar/gstack-distilled
Each skills/<name>/SKILL.md is plain markdown. Browse the repo, open doctrine.md for the single-file version, or copy any section into an agent's system prompt. The doctrine is model-agnostic.
git clone https://github.com/0xabrar/gstack-distilled.git ~/.gstack-distilled
ln -sf ~/.gstack-distilled/skills/* ~/.claude/skills/
Update later with cd ~/.gstack-distilled && git pull.
100% derived from gstack (MIT, © Garry Tan). Original frameworks, principles, and quoted text are Garry's. This repo organizes and condenses them.
Each skill file lists the gstack source files it harvests from. See ATTRIBUTION.md for the full mapping.
For the live tooling — the headless browser daemon, gbrain memory layer, multi-host installer, parallel-Conductor workflow — use gstack directly.
MIT. See LICENSE.