Detect and correct information loss and flow inefficiencies in pipeline DOT files.
npx skills add https://github.com/harperreed/dotfiles --skill dotfile-hone
Please help me install this Agent Skill. Skill: dotfile-hone Source: https://github.com/harperreed/dotfiles/tree/main/.claude/skills-archive/dot-file-hone Command: npx skills add https://github.com/harperreed/dotfiles --skill dotfile-hone
Dotfile-hone finds and fixes subtle pipeline inefficiencies and information loss that structural validation alone cannot detect, especially when prompts may have dropped domain rules from the original spec.
Use the dotfile-hone skill after dotfile-audit when you have a pipeline DOT that already passes structural validation but you want to deeply verify fidelity to the original spec.
High-intent search queries and answers about installing and using this skill.
To detect information loss in pipeline DOT files, run a reverse spec test that reconstructs the spec from the DOT graph alone and compares it against the original spec to expose missing or degraded domain rules.
Reverse spec testing is a validation method that rebuilds a complete spec from the DOT file alone and compares it to the original, exposing missing details, flow inefficiencies, and false sequential dependencies structural validation cannot catch.
To embed prompt invariants, inject concrete core invariants like paths, fields, permissions, enums, and immutability rules directly into component prompts, then re-verify that the reverse spec captures those previously missing sections.
Yes, you need structural validation to pass first. Deeply refining DOT dependency graphs for flow inefficiencies and prompt fidelity applies after audit stages, targeting subtle domain rule drops that basic structural checks miss.
Your DOT pipeline has unnecessary serialization because structural validation does not detect flow inefficiencies. Comparing reverse-engineered requirements against the original spec identifies false sequential dependencies and missing selective joins.
strawgateAudit TLA+ specifications for structural integrity, property strength, and abstraction fidelity.
Ibrahim-3dEvaluate business-logic implementations for rule compliance, edge cases, and state transitions.
x3fleetsafetyIdentify DOT compliance gaps through structured internal mock audits before FMCSA reviews.
notqueCompose type-safe pipeline chains from a Component Manifest into a Pipeline Spec JSON.
