AI Coding Agent Starter Pack

Baseline coding rules, repo inspection flow and test-first patch loops.

Compatibility89

Build Stack With This Pack

Compatible Models

GPT-5.5
Claude Sonnet
Gemini
Qwen

Inside The Pack

prompts
rules
workflow templates
examples
tests

Included Workflows

Repo map prompt
Bugfix checklist
Lint/build gate
PR summary template

Install Skill Pack

Download through the server-checked manifest API, run the installer from this project root, then restart Codex.

Download JSON

Install command

node scripts/install-skill-pack.mjs ./ai-coding-starter.skillpack.json

Codex skills install into $CODEX_HOME/skills. The installer does not overwrite existing skill folders.

{
  "schemaVersion": 1,
  "kind": "artificial-search.skill-pack",
  "id": "ai-coding-starter",
  "name": "AI Coding Agent Starter Pack",
  "summary": "Baseline coding rules, repo inspection flow and test-first patch loops.",
  "tier": "Free",
  "compatibilityScore": 89,
  "notice": "This installs Codex skill files from the pack manifest. MCP servers still require a separate verified mcp.json configuration.",
  "install": {
    "target": "$CODEX_HOME/skills",
    "command": "node scripts/install-skill-pack.mjs ./ai-coding-starter.skillpack.json",
    "steps": [
      "Download this manifest as ai-coding-starter.skillpack.json.",
      "Run the installer from the Artificial Search project root.",
      "Restart Codex after installation so the new skills are loaded."
    ]
  },
  "skills": [
    {
      "id": "ai-coding-starter-rules",
      "name": "AI Coding Agent Starter Pack Rules",
      "description": "Rules skill for AI Coding Agent Starter Pack. Baseline coding rules, repo inspection flow and test-first patch loops.",
      "files": [
        {
          "path": "SKILL.md",
          "content": "---\nname: ai-coding-starter-rules\ndescription: \"Rules skill for AI Coding Agent Starter Pack. Baseline coding rules, repo inspection flow and test-first patch loops.\"\n---\n\n# AI Coding Agent Starter Pack Rules\n\nUse this skill when a task matches the AI Coding Agent Starter Pack pack.\n\n## Pack Summary\n\nBaseline coding rules, repo inspection flow and test-first patch loops.\n\n## Compatible Models\n\n- GPT-5.5\n- Claude Sonnet\n- Gemini\n- Qwen\n\n## Pack Contents\n\n- prompts\n- rules\n- workflow templates\n- examples\n- tests\n\n## Operating Rules\n\n- Use the pack scope before choosing a model, MCP server or prompt chain.\n- Keep generated outputs tied to explicit user intent and validated project context.\n- Do not expose secrets, private files or credentials through MCP tools.\n"
        }
      ]
    },
    {
      "id": "ai-coding-starter-workflow",
      "name": "AI Coding Agent Starter Pack Workflow",
      "description": "Workflow skill for AI Coding Agent Starter Pack. Baseline coding rules, repo inspection flow and test-first patch loops.",
      "files": [
        {
          "path": "SKILL.md",
          "content": "---\nname: ai-coding-starter-workflow\ndescription: \"Workflow skill for AI Coding Agent Starter Pack. Baseline coding rules, repo inspection flow and test-first patch loops.\"\n---\n\n# AI Coding Agent Starter Pack Workflow\n\nUse this skill when a task matches the AI Coding Agent Starter Pack pack.\n\n## Pack Summary\n\nBaseline coding rules, repo inspection flow and test-first patch loops.\n\n## Compatible Models\n\n- GPT-5.5\n- Claude Sonnet\n- Gemini\n- Qwen\n\n## Pack Contents\n\n- prompts\n- rules\n- workflow templates\n- examples\n- tests\n\n## Operating Rules\n\n- Repo map prompt\n- Bugfix checklist\n- Lint/build gate\n- PR summary template\n"
        }
      ]
    },
    {
      "id": "ai-coding-starter-validation",
      "name": "AI Coding Agent Starter Pack Validation",
      "description": "Validation skill for AI Coding Agent Starter Pack. Baseline coding rules, repo inspection flow and test-first patch loops.",
      "files": [
        {
          "path": "SKILL.md",
          "content": "---\nname: ai-coding-starter-validation\ndescription: \"Validation skill for AI Coding Agent Starter Pack. Baseline coding rules, repo inspection flow and test-first patch loops.\"\n---\n\n# AI Coding Agent Starter Pack Validation\n\nUse this skill when a task matches the AI Coding Agent Starter Pack pack.\n\n## Pack Summary\n\nBaseline coding rules, repo inspection flow and test-first patch loops.\n\n## Compatible Models\n\n- GPT-5.5\n- Claude Sonnet\n- Gemini\n- Qwen\n\n## Pack Contents\n\n- prompts\n- rules\n- workflow templates\n- examples\n- tests\n\n## Operating Rules\n\n- Check the recommended model and agent against the task constraints.\n- Verify every MCP server permission before using the generated config.\n- Run the relevant lint, build, smoke or review gate before delivery.\n"
        }
      ]
    }
  ]
}

How to use it

Pick the model and agent that match the task pressure: coding, documents, automation or private local work.

Attach only the MCP servers needed for that workflow and verify permissions before exposing files or secrets.

Run the pack checklist before delivery so prompts, rules and validation steps stay consistent.