{"id":"dfb9b204-6e0d-440f-8f62-1ca3bc977e7f","slug":"universal-ai-engineer","kind":"skill","name":"universal-ai-engineer","summary":"Cross-platform end-to-end AI/software engineering workflow skill for Claude Code (plugin marketplace, 10 modes).","owner":"shinigamijoy","repoUrl":"https://github.com/shinigamijoy/universal-ai-engineer","license":"MIT","licenseTier":"permissive","trust":"community","stars":3,"match":null,"fewStars":true,"format":"skill","createdAt":"2026-06-24T11:52:02.000Z","addedAt":"2026-10-14T06:30:07.937Z","logoUrl":"https://avatars.githubusercontent.com/u/68458286?u=b5558cd08fca602ae195aa4d9602ca353b1ff208&v=4","linkOnly":false,"collection":null,"skillPath":null,"categories":["developer-tools"],"tags":["ai-engineering","claude-code","code-review","developer-tools","drawio","plugin-marketplace"],"runtime":"binary","local":true,"cloudCapable":false,"cloudCapability":"unknown","cloudReadyOnPlatform":false,"needsApiKey":false,"reviewed":false,"syncedAt":"2026-10-17T10:44:49.035Z","sample":false,"url":"https://conduits.dev/tools/universal-ai-engineer","language":"Python","transports":["stdio"],"install":{},"requirements":{"env":[],"upstreamMayCharge":false},"tools":null,"readme":"# universal-ai-engineer\n\nA Claude Code **skill** that turns ad-hoc AI coding into a disciplined, safety-gated, end-to-end\nengineering workflow for **any** software project (web apps, CLIs, libraries, APIs, services, data\npipelines, AI/RAG/agent systems) on **any OS** (Windows / WSL / Linux / macOS).\n\n> Distributed as a Claude Code **plugin marketplace**.\n\n## What it does\n\n`project setup → environment prep → safe dependency install → architecture check → implement →\ntest → review (Codex or built-in) → fix confirmed issues → retest → ship-check → summary`\n\n**10 modes:** `preflight` · `analyze` · `start-project` · `prepare-env` · `implement` · `review` ·\n`refresh-docs` · `ship-check` · `self-upgrade` · `ensure-skills`\n\nHighlights:\n- **Safety-gated** — plans and asks before editing; asks once before any global/system install;\n  never touches `.env`/secrets; you make the final call.\n- **Token-light** — progressive disclosure: a lean `SKILL.md` core + reference files loaded only\n  for the active mode.\n- **External-prerequisites check** — flags accounts/subscriptions/API keys/services the code needs\n  but the repo lacks, and asks you.\n- **Per-stage notifications** — a short status at each milestone (plan/env/tests/review/ship/\n  complete), on the **PC by default**, or **WhatsApp** (CallMeBot/Twilio/Meta) if you set it up.\n- **draw.io visuals** — generates architecture/plan diagrams (`.drawio`) you can open and edit.\n- **Codex-optional review** — uses the `codex` CLI if you've signed in, else the built-in\n  `/code-review` + `/security-review`.\n\n## Install\n\n```text\n/plugin marketplace add shinigamijoy/universal-ai-engineer\n/plugin install universal-ai-engineer@universal-ai-engineer-marketplace\n```\n\n(You can also just copy `plugins/universal-ai-engineer/skills/universal-ai-engineer/` into your\n`~/.claude/skills/` directory.)\n\n## Usage\n\n```text\n/universal-ai-engineer start-project ~/projects/my-app     # new project\n/universal-ai-engineer analyze .                           # assess an existing folder (read-only)\n/universal-ai-engineer implement add user login            # build a feature / fix a bug\n/universal-ai-engineer review current changes\n/universal-ai-engineer ship-check                          # before commit/PR\n```\n\n## What it runs / permissions (transparency)\n\n- **Edits are gated:** it shows a plan and waits for your approval before changing files.\n- **Installs:** project-local (e.g. `.venv`, `node_modules`) auto after showing the command;\n  **global/system installs are never silent** — it shows the command and asks once.\n- **Secrets:** never read, stored, logged, or committed; WhatsApp/Codex credentials live only in\n  **your** environment (env vars / the `codex` CLI), never in this skill or in chat.\n- **Helper scripts** (stdlib-only Python, no dependencies):\n  - `scripts/notify.py` — optional WhatsApp / PC status notifier.\n  - `scripts/visualize.py` — generates a `.drawio` (or HTML) plan/architecture diagram.\n- **Per-device setup** (notifications, `codex login`, git) is opt-in and runs at the start of a\n  project (or via `preflight`); nothing is required for the core workflow.\n\n## Versioning\n\nCurrent: **1.7.0** — see the `CHANGELOG` section at the bottom of\n`plugins/universal-ai-engineer/skills/universal-ai-engineer/SKILL.md`.\n\n## License\n\nMIT — see [LICENSE](LICENSE).\n"}