Spec-Driven Development with math-glyph compression
The article discusses the pilot-spec framework for spec-driven development, emphasizing the importance of maintaining consistency in code generation. It introduces a single-spec file approach that enhances collaboration and reduces complexity in managing specifications. The framework aims to streamline the development process by integrating commands for design, specification, building, and checking code against defined invariants.
- ▪Pilot-spec utilizes a single SPEC.md file to consolidate all specifications, tasks, and bugs.
- ▪The framework includes commands for design proposals, specification amendments, task execution, and drift reporting.
- ▪Math-glyph compression is employed to make the specification denser and more efficient than traditional prose.
Opening excerpt (first ~120 words) tap to expand
pilot-skills Claude Code plugin marketplace. pilot-spec drives spec-driven dev, pilot-plan drafts the GitHub paperwork, pilot-core ships shared skills. The bet Consistency is the only quality that survives velocity. Modern LLMs write code faster than any human can read it — and faster than the agent can stay coherent with itself. Vibe coding outruns spec-driven dev right up to the third feature that contradicts the first two. Multi-agent orchestration makes it worse: sub-agents race on shared files, tooling glues the diffs together, and the reasoning ends up scattered across N transcripts nobody reads. pilot-spec inverts that. Single-thread Claude. One SPEC.md. Math-glyph compression.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.