Individual skill
context-architecture
Audit a codebase and bind every claim it makes about itself to a mechanism that fails when the claim stops being true, so it is legible to people and AI agents. Applies Context Architecture's nine principles: make structure say what the system does, place AGENTS.md at boundaries, codify conventions, and bind every claim the repo makes about itself to a mechanism (compiler, linter, automated tests, review) that fails when the claim stops being true. Works greenfield (a repo born legible) and brownfield (a repo restructured in steps). Use when an agent reimplements code that already exists, invents structure, follows stale or deleted docs, propagates a deprecated pattern, or resolves ambiguity at random, or when asked to make a repository "agent-ready", "AI-legible", or to add or fix AGENTS.md / CLAUDE.md files. Related terms: harness engineering, context files, instruction bloat, cognitive debt, agent readiness.
cli-tool/components/skills/development/context-architecture/SKILL.md
Source commit ad81bf053f80b626801decf425f501ba49983d98
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 4, 2026
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- Repository last updated
- Nov 7, 2026
- License
- MIT
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# Context Architecture: bind a repository's claims to mechanisms
This skill applies **Context Architecture** to a repository: it makes the repo's intent and behavior
equally legible to people and AI agents, and binds every claim the repo makes about itself to a
mechanism that fails when that claim stops being true. It works from the first commit (a repo can be
born legible) and on a repo that grew without design (restructured in steps, never all at once). The
job is to take the repo as it is and make it legible and self-verifying, without a big-bang rewrite.
Context Architecture treats the repository itself (its file tree, boundaries, conventions, and
embedded context) as a designed artifact, not an accident of growth. Introduced by Sergio Azócar in
October 2025. Canonical specification: https://context-architecture.dev
## The one assumption