cloud-concept-skills

Name the meaning first — then write code, run a CLI, or draft a spec.

cloud-concept-skills is a set of eight Agent Skills for ontology, semantic layers, concept design, and presentation authoring. Each skill keeps its protocol in a thin SKILL.md and loads bulky domain material from references/ only when the task needs it.

Huawei Cloud operational skills now live in concept-git/concept-skills and are no longer distributed from this repository.

The concept-design skills adapt Daniel Jackson's concepts-and-synchronizations model — The Essence of Software (2021), with the current when/where/then sync notation from Beyond Objects (arXiv:2606.27258) — for agent use; an adaptation, not endorsed by the author.

中文说明见 README-CN.md.

Current release v4.4.0 (中文). concept-* family is explicit-only; concept-guardrails modes drop the wyx: prefix and consume Jackson notation only.

Skills
Install
Usage
Contributing
Changelog
License

Skills

Concept design

Requirements to modules, with the concept model as the contract. Each skill stops at its own boundary and hands off: design → prd / implementation → audit.

Skill	Version	What it does
`concept-design`	0.7.0	Explicit-invocation-only — designs independent concepts and synchronizations; reviews concept purposes through operational principles and application purposes through end-to-end scenarios, with evidence and counterexamples.
`concept-prd`	0.6.0	Explicit-invocation-only — transcribes confirmed models into an overall PRD, per-concept specifications and synchronizations, preserving concept/application purposes, assumptions, unresolved decisions and acceptance traceability.
`concept-implementation`	0.7.0	Explicit-invocation-only — implements confirmed concept models as modular monoliths with independent modules, causal synchronization, colocated specifications, and tests tied to concept and application purposes.
`concept-audit`	0.6.0	Explicit-invocation-only — read-only audit of concept and application design arguments, with optional implementation conformance checks; covers fitness for purpose, independence, composition, drift and product subsets, routing evidenced findings by root cause.
`concept-guardrails`	0.31.0	Explicit-invocation-only — six modes for specification coverage, concept backfill, drift, pipelines, synchronizations and derived maps; distinguishes evidence, inferred purposes and design gaps in the local Jackson notation, with optional wyx hooks.

Ontology and semantics

Enterprise knowledge from APIs and databases (semantic-km-creator); personal knowledge from source text (semantic-pkm-creator).

Skill	Version	What it does
`semantic-km-creator`	0.6.0	Enterprise knowledge: turns an API, CLI, or table/database into a grain-first Kimball semantic layer through an HTML decision workbench; emits OKF or YAML, every field traceable to observed evidence
`semantic-pkm-creator`	0.3.0	Personal knowledge: extracts scenes, concepts, and entities from source text in two rounds — skeleton for human confirmation, then IPO, decomposition, assembly, and eight relation types

Presentation

Skill	Version	What it does
`html-slides`	0.1.0	Explicit-only deck builder: outline → per-page table → plain single-file HTML deck in a pluggable style (generic, Huawei official light/dark, Apple); optional PPTX export

Per-skill details and safety boundaries: docs/skills/. Machine-readable index: docs/catalog.yml. Monorepo changelog: CHANGELOG.md. Per-skill changelogs: qa/<name>/CHANGELOG.md.

Install

Requires Node.js for npx.

npx skills add ontology-of-everything/cloud-concept-skills \
  --skill <skill-name> \
  --agent cursor \
  --copy -y

--agent accepts cursor, claude-code, or codex. Several skills at once, and --global to install into ~/.agents/skills/ (scanned by both Cursor and Codex) instead of the project's .agents/skills/:

npx skills add ontology-of-everything/cloud-concept-skills \
  --skill concept-design concept-prd concept-guardrails \
  --agent cursor codex \
  --global --copy -y

List what's available, or install from a local checkout while developing:

npx skills add ontology-of-everything/cloud-concept-skills --list
npx skills add ./skills/<skill-name> --skill <skill-name> --agent cursor --copy -y

Discovery: skills.sh (groups in skills.sh.json) · SkillsMP (GitHub topics claude-skills, claude-code-skill) · ClawHub.

Agent-specific notes: Cursor · Claude Code · Codex.

Read a skill before using it — skills run with your agent's permissions.

Usage

Skills normally activate from their description, so plain requests are enough. The concept-* family is explicit-only and must be named (/concept-design in Cursor, $concept-design in Codex):

$concept-design 把这个需求建成概念模型
$concept-prd 模型定了，出一份 PRD 规格
$concept-guardrails 给 src/orders 写概念规格，然后查漂移
把这套接口做成语义层                        → semantic-km-creator
做一份 15 分钟产品介绍网页胶片               → $html-slides

To pin a skill explicitly: /skill-name in Cursor, $skill-name in Codex.

Contributing

docs/CONTRIBUTING.md · docs/authoring.md

./tools/skill-scaffold.sh <skill-name>   # new skill
./tools/install-git-hooks.sh             # pre-commit → validate-all.sh
./tools/validate-all.sh                  # all skills, same as CI
./qa/<skill-name>/validate.sh            # one skill

skills/<name>/ is the install payload; gates and evals live in qa/<name>/ and are never installed. Sync on every skill change: skills/, qa/ (VERSION, CHANGELOG.md), docs/catalog.yml, docs/skills/<name>.md.

License

Apache-2.0 © cloud-concept-skills contributors. Bundles published to ClawHub are MIT-0 there; the repository source stays Apache-2.0.

cloud-concept-skills

cloud-concept-skills

Table of Contents

Skills

Concept design

Ontology and semantics

Presentation

Install

Usage

Contributing

License

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