by Junhanliu-dev · Agent Tool · ★ 71
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Espalier Engineering An espalier trains a fruit tree to grow flat along a wall — pruned, wired, productive, and impossible to mistake for a wild one. Espalier does the same thing for your AI coding agents: it discovers the patterns already in your codebase, then encodes them as constraints so generated code grows along your conventions on the first try, not the fifth. v0.7.0 — read-only ask lane. New answers "how does X work / where is Y / why is Z built this way / what changed recently" from your wiki, rules, and change history first — verified against the actual code — falling back to a codebase search when the docs are silent. Read-only: it never edits a doc. As byproducts it opportunistically flags a stale wiki it caught mid-answer, and logs a question the docs couldn't answer as a wiki gap. Purely additive — no pipeline change. Existing users: run . It auto-detects your install version and applies the needed migration chain (… v0.6→v0.7) in order. See . The Problem AI coders write plausible-looking code that doesn't fit your codebase. They invent helpers when you already have one. They split files the team would keep together. They pick a logging library the project d
| Stars | 71 |
| Forks | 9 |
| Language | Shell |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 66.002792428876/100 |
| Last Updated | 2026-07-02 |
| Created | 2026-05-15 |
| Platforms | claude-code, cli |
| Est. Tokens | ~15k |
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espalier-engineering is Train your AI coders the way you'd train a vine — discover your codebase's actual patterns, then encode them as Claude Code rules, skills, agents, hooks, and a guided pipeline so generated code lands . It is categorized as a Agent Tool with 71 GitHub stars.
espalier-engineering is primarily written in Shell. It covers topics such as agent-orchestration, ai-agents, ai-coding.
You can find installation instructions and usage details in the espalier-engineering GitHub repository at github.com/Junhanliu-dev/espalier-engineering. The project has 71 stars and 9 forks, indicating an active community.
espalier-engineering is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to espalier-engineering on Agent Skills Hub include smart-ralph, claude-emporium, amux. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.