| Resource | Link |
|---|---|
forrestchang/andrej-karpathy-skills (the 81K-star repo) |
https://github.com/forrestchang/andrej-karpathy-skills |
| The actual CLAUDE.md file (raw) | https://raw.githubusercontent.com/forrestchang/andrej-karpathy-skills/main/CLAUDE.md |
| EXAMPLES.md (real-world before/after code) | https://github.com/forrestchang/andrej-karpathy-skills/blob/main/EXAMPLES.md |
| Karpathy's original X post (January 26, 2026) | https://x.com/karpathy/status/1883941452738355376 |
| Anthropic — Claude Code documentation on CLAUDE.md | https://docs.anthropic.com/en/docs/claude-code/memory |
| Anthropic — Agent Skills standard | https://code.claude.com/docs/en/skills |
| AlphaSignal — Karpathy CLAUDE.md analysis (worth reading alongside) | https://alphasignalai.substack.com/p/karpathy-inspired-claudemd-how-to |
| Antigravity — Complete Guide to Karpathy's Skills File | https://antigravity.codes/blog/karpathy-claude-code-skills-guide |
| Resource | Link |
|---|---|
| Sarvam AI — Vision OCR product page (benchmarks, demo) | https://www.sarvam.ai/blogs/Sarvam-vision |
| Sarvam AI — Developer dashboard (sign up, free credits) | https://dashboard.sarvam.ai |
| Sarvam AI — API documentation | https://docs.sarvam.ai |
| Sarvam AI — Startup Program (6-12 months free credits) | https://www.sarvam.ai/startup-program |
| olmOCR-Bench — public OCR evaluation benchmark | https://huggingface.co/datasets/allenai/olmOCR-bench |
| OmniDocBench — document understanding benchmark | https://github.com/opendatalab/OmniDocBench |
| IndiaAI Mission — compute grants and sovereign AI program | https://indiaai.gov.in |
| Business Standard — coverage of the February benchmark release | https://www.business-standard.com/technology/tech-news/sarvam-ai-document-ocr-indic-language-benchmarks-performance-126021001082\_1.html |
| Resource | Link |
|---|---|
Piebald-AI/claude-code-system-prompts (162 versions tracked) |
https://github.com/Piebald-AI/claude-code-system-prompts |
asgeirtj/system_prompts_leaks (cross-lab corpus) |
https://github.com/asgeirtj/system\_prompts\_leaks |
| Drew Breunig — How Claude Code Builds a System Prompt | https://www.dbreunig.com/2026/04/04/how-claude-code-builds-a-system-prompt.html |
| Drew Breunig — System Prompts Define the Agent as Much as the Model | https://www.dbreunig.com/2026/02/10/system-prompts-define-the-agent-as-much-as-the-model.html |
| Drew Breunig — How to Fix Your Context (4 failure patterns) | https://www.dbreunig.com/2025/06/26/how-to-fix-your-context.html |
| O'Reilly — Unpacking Claude's System Prompt | https://www.oreilly.com/radar/unpacking-claudes-system-prompt/ |
| Anthropic — System Prompt Release Notes | https://platform.claude.com/docs/en/release-notes/system-prompts |
VILA-Lab/Dive-into-Claude-Code (academic analysis, 2026) |
https://github.com/VILA-Lab/Di |
| Resource | Link |
|---|---|
NousResearch/hermes-agent (the repo, MIT licensed) |
https://github.com/NousResearch/hermes-agent |
| Official documentation (release notes, config reference) | https://hermes-agent.nousresearch.com/docs |
| OpenRouter (200+ models, one API key, spend caps) | https://openrouter.ai |
| Nous Portal (free MiMo v2 Pro tier) | https://portal.nousresearch.com |
Google Workspace MCP (gws CLI for Gmail/Drive/Calendar) |
https://github.com/googleworkspace/cli |
| Hostinger Hermes template (one-click VPS install) | https://www.hostinger.com/vps/docker/hermes-agent |
| GEPA paper (Genetic Evolution Prompt Architecture, ICLR 2026) | https://arxiv.org/abs/2507.19457 |
| Self-Host Hermes guide (production-grade walkthrough) | https://www.virtua.cloud/learn/en/tutorials/self-host-hermes-agent-vps |
| Component | Cost floor | Cost ceiling | What changes it |
|---|---|---|---|
| Infrastructure (VPS + storage) | $4–$5/mo | $14/mo | Browser automation requires 4 GB RAM minimum, pushing you to Hostinger KVM 2 or equivalent |
| Inference (LLM API tokens) | $3/mo | $420/mo | This is where 99% of builders lose. See below. |
| Resource | Link |
|---|---|
NousResearch/hermes-agent (the repo, MIT licensed) |
https://github.com/NousResearch/hermes-agent |
| Official documentation (release notes, config reference) | https://hermes-agent.nousresearch.com/docs |
| OpenRouter (200+ models, one API key, spend caps) | https://openrouter.ai |
| Nous Portal (free MiMo v2 Pro tier) | https://portal.nousresearch.com |
Google Workspace MCP (gws CLI for Gmail/Drive/Calendar) |
https://github.com/googleworkspace/cli |
| Hostinger Hermes template (one-click VPS install) | https://www.hostinger.com/vps/docker/hermes-agent |
| GEPA paper (Genetic Evolution Prompt Architecture, ICLR 2026) | https://arxiv.org/abs/2507.19457 |
| Self-Host Hermes guide (production-grade walkthrough) | https://www.virtua.cloud/learn/en/tutorials/self-host-hermes-agent-vps |
| Component | Cost floor | Cost ceiling | What changes it |
|---|---|---|---|
| Infrastructure (VPS + storage) | $4–$5/mo | $14/mo | Browser automation requires 4 GB RAM minimum, pushing you to Hostinger KVM 2 or equivalent |
| Inference (LLM API tokens) | $3/mo | $420/mo | This is where 99% of builders lose. See below. |
| Resource | Link |
|---|---|
NousResearch/hermes-agent (the repo, MIT licensed) |
https://github.com/NousResearch/hermes-agent |
| Official documentation (release notes, config reference) | https://hermes-agent.nousresearch.com/docs |
| OpenRouter (200+ models, one API key, spend caps) | https://openrouter.ai |
| Nous Portal (free MiMo v2 Pro tier) | https://portal.nousresearch.com |
Google Workspace MCP (gws CLI for Gmail/Drive/Calendar) |
https://github.com/googleworkspace/cli |
| Hostinger Hermes template (one-click VPS install) | https://www.hostinger.com/vps/docker/hermes-agent |
| GEPA paper (Genetic Evolution Prompt Architecture, ICLR 2026) | https://arxiv.org/abs/2507.19457 |
| Self-Host Hermes guide (production-grade walkthrough) | https://www.virtua.cloud/learn/en/tutorials/self-host-hermes-agent-vps |
| Component | Cost floor | Cost ceiling | What changes it |
|---|---|---|---|
| Infrastructure (VPS + storage) | $4–$5/mo | $14/mo | Browser automation requires 4 GB RAM minimum, pushing you to Hostinger KVM 2 or equivalent |
| Inference (LLM API tokens) | $3/mo | $420/mo | This is where 99% of builders lose. See below. |
| Resource | Link |
|---|---|
NousResearch/hermes-agent (the repo, MIT licensed) |
https://github.com/NousResearch/hermes-agent |
| Official documentation (release notes, config reference) | https://hermes-agent.nousresearch.com/docs |
| OpenRouter (200+ models, one API key, spend caps) | https://openrouter.ai |
| Nous Portal (free MiMo v2 Pro tier) | https://portal.nousresearch.com |
Google Workspace MCP (gws CLI for Gmail/Drive/Calendar) |
https://github.com/googleworkspace/cli |
| Hostinger Hermes template (one-click VPS install) | https://www.hostinger.com/vps/docker/hermes-agent |
| GEPA paper (Genetic Evolution Prompt Architecture, ICLR 2026) | https://arxiv.org/abs/2507.19457 |
| Self-Host Hermes guide (production-grade walkthrough) | https://www.virtua.cloud/learn/en/tutorials/self-host-hermes-agent-vps |
NewerOlder