Why reciprocal links matter
A backlink alone proves reachability, not quality. Reciprocal pairs are a narrow, inspectable signal that two ideas explicitly point at each other; the audit preserves every edge so the user can judge the relationship.
Open a local Markdown ZIP. The audit checks link structure and explicit loop-stage metadata; it never uploads files or claims semantic understanding.
Frontmatter format: loop-stage: learn, implement, or record. Missing metadata stays visible rather than being guessed from prose.
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A backlink alone proves reachability, not quality. Reciprocal pairs are a narrow, inspectable signal that two ideas explicitly point at each other; the audit preserves every edge so the user can judge the relationship.
Automatic links can inflate connectivity without preserving experiments, mistakes, or decisions. This tool never assigns learning stages from prose and never claims that a connected note is current, correct, or useful to Codex.