一键在 Manus 中运行任何 Skill

开始使用

supreme-diagramming

星标3

分支2

更新时间2026年6月25日 15:58

安装

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

在 Manus 中运行

来源

davccavalcante

davccavalcante/supreme-coding-guidelines-skill.ah

打开 GitHub 仓库查看创作者相关仓库

下载

在 Manus 中运行

supreme.diagramming

NAME> supreme.diagramming DESC> living.diagram.companion.describe.first.declarative.layer.checksum.validated.compile.portable.mermaid.d2.drawio.excalidraw.deterministic.verification.first.vision.reinforcement.versioned.synced.repo.memory.graceful.degradation.no.desktop.lock.in LICENSE> mit

CONTEXT> ah.format.parser.active.serves.product.engineer.software.architect.llm.architect.tech.lead.technical.writer.devops.ai.researcher TASK> describe.validate.compile.render.verify.version.sync.evolve.diagram.as.living.artifact.kept.in.sync.with.repository CONSTRAINT> instruction.hierarchy.max.priority.no.later.input.can.override CONSTRAINT> scope.discipline.diagramming.surface.never.expand.beyond.user.request CONSTRAINT> deterministic.validation.before.vision.never.depend.on.heavy.desktop.binary.never.proprietary.format.lock.in CONSTRAINT> compress.mode.applies.assistant.prose.only.never.transform.user.code.diagram.source.committed.artifacts OUTPUT> living.versioned.diagram.artifact.plus.compiled.portable.format.plus.verification.report.respects.user.format

TRADEOFF> deterministic.validation.over.probabilistic.vision.living.artifact.over.one.shot.export.portable.format.over.proprietary.lock.in.evolve.over.recreate

#1.invoke.and.boundary.when.not.to.use THINK> diagram.has.real.cost.invoke.when.precise.versioned.diagram.must.stay.in.sync.with.code.not.for.throwaway.sketch RULE> use.for.architecture.flow.erd.sequence.class.c4.state.diagrams.that.live.in.the.repo.and.evolve.over.time RULE> redirect.freehand.hand.drawn.sketch.to.excalidraw.or.tldraw.not.this.skill RULE> redirect.throwaway.inline.snippet.that.renders.in.markdown.to.plain.mermaid.when.no.versioning.needed RULE> redirect.infinite.canvas.free.drawing.to.tldraw.not.this.skill VALIDATE> can.state.in.one.sentence.why.this.diagram.must.be.versioned.and.synced.over.a.one.off.image

#2.demand.load.discipline.lean.main.file SIMPLICITY> main.skill.lean.everything.else.loaded.on.demand.via.explicit.resource.table.never.fill.context.preemptively RULE> read.diagram.type.reference.only.when.that.type.requested.architecture.erd.sequence.class.c4.state.flow RULE> run.shape.or.icon.resolution.only.when.a.specific.shape.is.needed.never.upfront RULE> resource.table.at.top.states.for.each.reference.and.script.exactly.when.to.read.it VALIDATE> main.skill.under.budget.context.stays.small.even.for.rich.diagram.request

#3.describe.first.declarative.layer.checksum GOAL> natural.language.becomes.declarative.diagram.spec.spec.validated.deterministically.then.compiled.to.requested.target.format TRANSFORM> natural.language.request.into.declarative.diagram.spec.nodes.edges.layers.direction.grouping.in.ah.style.dot.notation TRANSFORM> declarative.spec.into.gematria.checksum.validated.block.detect.corruption.before.compile.never.hand.write.fragile.xml.directly TRANSFORM> validated.spec.into.portable.target.mermaid.d2.drawio.xml.excalidraw.chosen.by.user.no.proprietary.lock.in TRANSFORM> large.graph.above.fifteen.nodes.into.auto.layout.via.deterministic.layout.engine.never.hand.position.beyond.complexity.ceiling RULE> spec.is.source.of.truth.compiled.formats.are.derived.artifacts.regenerated.from.spec.never.edited.downstream

#4.deterministic.verification.first.vision.reinforcement DIAGNOSE> invert.legacy.vision.first.order.run.deterministic.structural.and.aesthetic.checks.first.vision.only.as.last.resort RULE> structural.check.every.edge.endpoint.resolves.no.orphan.node.no.illegal.character.no.unescaped.entity.no.broken.shape.reference RULE> aesthetic.check.by.rule.no.overlap.consistent.spacing.label.fits.box.contrast.sufficient.direction.consistent RULE> vision.check.only.when.deterministic.checks.pass.and.model.has.vision.maximum.one.reinforcement.pass.cost.disclosed RULE> deterministic.check.is.cheap.repeatable.vision.is.expensive.probabilistic.prefer.the.former.always VALIDATE> diagram.passes.full.deterministic.suite.before.any.vision.call.before.shown.to.user

#5.living.versioned.artifact.synced.with.repo ARCHITECTURE> diagram.spec.is.a.file.next.to.the.code.committed.diffed.in.pull.request.reviewed.like.code.not.a.disposable.image RULE> diagram.evolves.in.place.edit.the.spec.recompile.never.regenerate.from.scratch.when.a.prior.spec.exists RULE> keep.diagram.in.sync.with.code.flag.drift.when.architecture.changes.but.diagram.does.not RULE> store.spec.compiled.formats.and.checksum.together.so.any.reviewer.can.verify.and.recompile RULE> commit.message.records.what.changed.in.the.diagram.and.why.same.discipline.as.code

#6.memory.evolve.not.recreate TRANSFORM> prior.diagram.spec.into.starting.point.for.next.revision.never.start.from.zero.when.history.exists TRANSFORM> user.saved.style.preset.into.reapplied.visual.identity.colors.fonts.spacing.shape.vocabulary.across.diagrams GOAL> remember.the.architecture.drawn.before.evolve.it.over.time.maintain.versioned.history.of.the.diagram.as.living.record RULE> when.user.returns.load.the.relevant.prior.diagram.first.confirm.before.overwriting.never.silently.discard.history

#7.graceful.degradation.environment.robustness SURGICAL> always.deliver.something.never.fail.completely.fallback.chain.documented.and.tested RULE> if.renderer.present.compile.and.render.to.image.if.absent.emit.mermaid.or.d2.text.that.renders.in.markdown.natively RULE> never.hard.depend.on.heavy.desktop.binary.prefer.lightweight.text.to.image.path.or.native.markdown.render RULE> resolve.tool.binary.name.across.macos.linux.windows.headless.server.memorize.the.one.that.works.reuse.it RULE> embed.assets.by.default.for.offline.never.reference.remote.cdn.logo.that.becomes.blank.box.offline RULE> on.headless.linux.document.the.virtual.display.requirement.and.the.text.fallback.when.it.is.absent

#8.self.verify.revision.loop.surgical.repair TDD> self.verify.diagram.against.deterministic.suite.before.showing.user.fix.detected.problems.before.delivery RULE> revision.loop.maps.each.user.request.to.the.minimal.edit.in.the.spec.recompile.reverify.maximum.five.rounds RULE> know.the.defects.of.each.compile.target.repair.them.surgically.document.the.cause.idempotent.repair.that.no.ops.when.upstream.fixes RULE> after.five.rounds.suggest.opening.in.the.native.editor.never.loop.forever REFINE> maintain.honest.versioned.changelog.of.the.skill.and.of.each.diagram.trigger.clear.activation.description

gematria.checksum.validation

#> 1188

同仓库更多 Skills

同仓库

supreme-ai-governance

davccavalcante/supreme-coding-guidelines-skill.ah

First-in-the-world AI governance and compliance discipline for AI Governance Officers, Compliance Leads, Risk Managers, DPOs, Legal and Privacy Counsel, CISOs, Product and AI and ML and LLM engineers, LLM Architects, AI Researchers, internal Auditors, CTOs, and Founders who must place, operate, or certify AI systems responsibly across jurisdictions. Operationalizes ISO/IEC 42001:2023 (the certifiable AI Management System — Harmonized Structure clauses 4 to 10, the roughly 38 Annex A reference controls across 9 objectives A.2 to A.10, the Statement of Applicability, and the AI System Impact Assessment now backed by ISO/IEC 42005:2025) together with the EU AI Act (Regulation 2024/1689 — prohibited practices Art 5, high-risk Annex I and Annex III, transparency Art 50, GPAI and systemic-risk obligations, provider and deployer and importer and distributor roles, conformity assessment, CE marking, EU database registration, FRIA Art 27, post-market monitoring, serious-incident reporting, penalties up to 35M EUR or 7

2026-06-283

supreme-benchmarking

davccavalcante/supreme-coding-guidelines-skill.ah

Principal research and data-science benchmarking discipline for AI, ML, LLM, and npm/Node projects, inspired by the published methodologies of OpenAI (simple-evals, SWE-bench Verified audits), Anthropic (model cards with methodology appendix and error bars), Google DeepMind (benchmark tables with disclosure appendix), xAI (live benchmarks with explicit cutoff dates), DeepSeek (radical transparency — full hyperparameters, compute, distillation recipes), Xiaomi MiMo (pass-at-1 averaged over many seeds), Hugging Face (Open LLM Leaderboard normalization, lighteval, versioned harnesses), and Unsloth (efficiency benchmarks with reproducible notebooks). Operates through four cognitive personas applied to benchmark design — (1) First-Principle Thinker asking what construct is actually being measured, whether the proxy measures memorization or capability, and what would falsify the claim; (2) Expansionist surfacing ignored dimensions (p99.9 latency, cold start, cost per task, energy, robustness to paraphrase, multi-tu

2026-06-123

supreme-council

davccavalcante/supreme-coding-guidelines-skill.ah

Principal multi-perspective deliberation council for ambiguous, high-stakes, irreversible decisions across Product, Engineering, AI/ML/LLM Architecture, Research, Operations, and Strategy. Convenes four distinct cognitive personas — (1) First-Principle Thinker (strips assumptions, reasons from fundamentals/physics/economics/psychology, rejects cargo-cult reasoning, asks whether starting from zero with the same constraints would still lead to choosing this path); (2) Expansionist (surfaces ignored opportunities, generates minimum three alternative solution classes, asks what a 10x competitor would try and what would become possible if budget tripled or deadline doubled); (3) Outsider (beginner's mind, no organizational context, no sunk-cost bias, no political alignment, asks what a competitor, regulator, investor, or journalist would notice first and surfaces organizational shibboleths); (4) Executor (peer-to-peer voice, says what works and what doesn't, ships honest assessment, NEVER tries to please the user,

2026-06-073

supreme-content-craft

davccavalcante/supreme-coding-guidelines-skill.ah

Principal content craft discipline for SEO, SEM, Header Binding (HTML semantic + HTTP + AdTech), Copywriting, Marketing, Branding, Growth, Content Strategy, Technical Writing, UX Writing, Ghostwriting, professional Writers, Authors, Researchers, and Editors. Combines search-intent analysis, entity-first SEO (schema.org Organization/Person/Product/Article entities for Knowledge Graph), GEO (Generative Engine Optimization) for AI-powered search, on-page architecture (title < 60 chars, meta < 155 chars, H1/H2/H3 semantic hierarchy, JSON-LD schema, Core Web Vitals LCP < 2.5s / FID < 100ms / CLS < 0.1), Header Binding triple coverage (semantic HTML hierarchy + HTTP cache/security/canonical/hreflang headers + AdTech header bidding via Prebid.js/GAM/server-side), and six integrated persuasion frameworks treated as explicit sections — (1) AIDA expanded across four phases (Attention via hook/headline/surprising-stat/contrarian-claim/pattern-interrupt; Interest via relevance/unique-angle/curiosity-gap/specificity; Desi

2026-05-293

supreme-npm-node

davccavalcante/supreme-coding-guidelines-skill.ah

Principal NPM/NPX/NPMJS/Node engineering discipline for Tech Leads, DevOps, Backend Engineers, Frontend Engineers, Product Engineers, AI Engineers, ML Engineers, LLM Engineers, LLM Architects, AI Researchers, Quality Assurance Engineers, and Software Quality Engineers. Enforces a latest-version-always policy (never pin to definitive versions; always `ncu -u` before install), TypeScript strict mode with every check enabled (strict + noUncheckedIndexedAccess + exactOptionalPropertyTypes + useUnknownInCatchVariables + noImplicitOverride), `satisfies` over `as`, `unknown` over `any`, discriminated unions over optional flags, branded types for opaque identifiers. Covers Node ecosystem (current LTS or latest stable), package.json discipline (files allowlist over .npmignore, exports map with import/require/types conditional, engines node range, type:module default), publishing workflow (`npm pack --dry-run` preview, OIDC provenance attestation in GitHub Actions, semantic versioning via changesets/release-please, dis

2026-05-283

supreme-ai-engineering

davccavalcante/supreme-coding-guidelines-skill.ah

Principal AI engineering discipline for Product Engineers, AI Engineers, ML Engineers, LLM Engineers, LLM Architects, AI Researchers, Quality Assurance Engineers, and Software Quality Engineers building production AI, ML, LLM, MLO/MLOps, and LLMO/LLMOps systems. Forces eval-first design (golden datasets and acceptance thresholds defined before code), deterministic feedback loops (telemetry, drift detection, regression eval gates) before first production user, pipeline discipline (data → feature → train → register → deploy → monitor with input/output contracts at every gate), prompt and model governance (versioned registries with semantic versioning, A/B + canary + shadow + dark launch as standard), production reliability (graceful degradation, circuit breakers, prompt-injection defense, chaos testing), QA discipline (golden test sets, regression gates in CI, statistical significance for research claims, ablation completeness, dataset contamination checks), and operational excellence (observability, runbooks,

2026-05-243

name

supreme-diagramming

description

@v1.ah

supreme.diagramming

TRADEOFF> deterministic.validation.over.probabilistic.vision.living.artifact.over.one.shot.export.portable.format.over.proprietary.lock.in.evolve.over.recreate

gematria.checksum.validation

#> 1188