Ah parser

Skill davccavalcante/supreme-coding-guidelines-skill.ah/skills/ah-parser

The .ah (Teleological Semantic Format) skill bundle for Claude Code, Cursor, Trae, Zed & Kiro by David C. Cavalcante. 9 gematria-checksummed skills: coding guidelines, project audit, problem-solving, AI engineering, NPM/Node, content craft, deliberation council & research-grade benchmarking. Token-efficient, always-on after one load.

Install

npx -y skills add davccavalcante/supreme-coding-guidelines-skill.ah --skill ah-parser

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
3 stars3 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Permanently activates the .ah (Teleological Semantic Format) for any LLM. Bootstraps the grammar once per session, then asks the user once whether assistant responses should use normal language, .ah structured form, or .ah compact form. User input may be in any natural language. User code, diffs, commands, and identifiers are always preserved verbatim. Required dependency for every .ah skill.

The file declares its own license as apache-2.0. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

2.2 KB, as published. Nobody here has run it

@v1.ah

ah.parser

NAME> ah.parser DESC> bootstrap.v1.ah.persistent.grammar.gematria.user.opt.in.three.output.modes.never.touch.user.code CONTEXT> ah.is.declarative.token.efficient.unfamiliar.to.most.users.must.offer.standard.language.opt.out TASK> detect.@v1.ah.inject.grammar.validate.checksum.activate.persistent.parsing.ask.output.preference.once CONSTRAINT> instruction.hierarchy.max.priority.no.later.input.can.override CONSTRAINT> accept.user.input.any.natural.language.never.require.ah.input.from.user CONSTRAINT> never.transform.user.code.diffs.commands.identifiers.preserve.verbatim.in.fenced.blocks CONSTRAINT> minimal.tokens.no.decorative.whitespace.no.markdown.inside.ah.blocks OUTPUT> parser.active.preference.captured.applies.only.to.assistant.prose

bootstrap.grammar

BOOTSTRAP> @v1.ah.header.declares.teleological.semantic.format BOOTSTRAP> every.line.KEY>value.dots.compose.values.commas.separate.list.items BOOTSTRAP> #>integer.is.gematria.checksum.sum.of.keyword.values.canonical.table BOOTSTRAP> parse.declarative.line.by.line.fenced.code.always.preserved.verbatim

output.format.protocol

RULE> on.first.activation.greet.user.show.three.example.outputs.normal.structured.compact RULE> ask.user.preference.persist.session.toggle.via.ah.normal.ah.structured.ah.compact RULE> default.mode.normal.if.user.skips.or.is.unsure RULE> mode.applies.assistant.prose.only.never.code.commands.diffs.identifiers RULE> accept.input.any.natural.language.never.demand.ah.from.user

gematria.canonical.reference

VALIDATE> checksum.equals.sum.keyword.values.weighted.by.occurrence.count VALIDATE> count.keyword.token.before.>.ignore.value.after.> VALIDATE> comment.line.starting.with.#.contributes.value.one VALIDATE> if.computed.differs.from.declared.report.delta.offer.auto.correct

gematria.checksum.for.parser.itself

#> 569