#ast
GitHub repositories that have self-applied the topic "ast" — a creator-tagged metadata that surfaces how AI projects describe themselves.
REPOS Repos for #ast (top 5 by stars)
Pre-registered benchmark: HTML dialect + whole-tree rewrite (barkup) vs JSON, granular mutation tools, and two patch dialects, for LLM agents editing typed trees. 9,600 scored runs across 4 models. Findings in REPORT.md.
thesm-os/techneAtomic, build-gated developer tools for AI coding agents: type-checked refactors, semantic search, and verify→fix loops over MCP, CLI, and TUI.
NickCirv/engram-skill-packengramx's bi-temporal mistakes + structural code-graph as auto-discoverable Claude Code Skills. Catches recurring mistakes before agents repeat them. Apache 2.0, local SQLite, zero cloud.
The-Design-Alchemist/visual-editorVisual gestures on your Next.js dev page → deterministic edits to your source. Tailwind, CSS Modules, styled-components. Refuses loudly when a mutation isn't provably safe. Drivable from Claude Code over stdio MCP.
lakshanmuruganandam/tiny-titan-compilerAn AI compiler that maps broken pseudo-code into high-performance C++.
RELATED Other topics · full topics ranking →
#claude-code
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1,160#llm
1,071#claude
943#python
806#ai
741#developer-tools
728#mcp
727#codex
521Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology