Fullstack Debugging Pack

Failure reproduction, log triage and focused frontend/backend validation.

Compatibility90

Build Stack With This Pack

Compatible Models

GPT-5.5
Claude Sonnet
DeepSeek

Inside The Pack

prompts
rules
tests
examples

Included Workflows

Minimal repro template
Hypothesis log
Regression tests
Root-cause summary

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 ./fullstack-debugging.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": "fullstack-debugging",
  "name": "Fullstack Debugging Pack",
  "summary": "Failure reproduction, log triage and focused frontend/backend validation.",
  "tier": "Premium",
  "compatibilityScore": 90,
  "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 ./fullstack-debugging.skillpack.json",
    "steps": [
      "Download this manifest as fullstack-debugging.skillpack.json.",
      "Run the installer from the Artificial Search project root.",
      "Restart Codex after installation so the new skills are loaded."
    ]
  },
  "skills": [
    {
      "id": "fullstack-debugging-rules",
      "name": "Fullstack Debugging Pack Rules",
      "description": "Rules skill for Fullstack Debugging Pack. Failure reproduction, log triage and focused frontend/backend validation.",
      "files": [
        {
          "path": "SKILL.md",
          "content": "---\nname: fullstack-debugging-rules\ndescription: \"Rules skill for Fullstack Debugging Pack. Failure reproduction, log triage and focused frontend/backend validation.\"\n---\n\n# Fullstack Debugging Pack Rules\n\nUse this skill when a task matches the Fullstack Debugging Pack pack.\n\n## Pack Summary\n\nFailure reproduction, log triage and focused frontend/backend validation.\n\n## Compatible Models\n\n- GPT-5.5\n- Claude Sonnet\n- DeepSeek\n\n## Pack Contents\n\n- prompts\n- rules\n- tests\n- examples\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": "fullstack-debugging-workflow",
      "name": "Fullstack Debugging Pack Workflow",
      "description": "Workflow skill for Fullstack Debugging Pack. Failure reproduction, log triage and focused frontend/backend validation.",
      "files": [
        {
          "path": "SKILL.md",
          "content": "---\nname: fullstack-debugging-workflow\ndescription: \"Workflow skill for Fullstack Debugging Pack. Failure reproduction, log triage and focused frontend/backend validation.\"\n---\n\n# Fullstack Debugging Pack Workflow\n\nUse this skill when a task matches the Fullstack Debugging Pack pack.\n\n## Pack Summary\n\nFailure reproduction, log triage and focused frontend/backend validation.\n\n## Compatible Models\n\n- GPT-5.5\n- Claude Sonnet\n- DeepSeek\n\n## Pack Contents\n\n- prompts\n- rules\n- tests\n- examples\n\n## Operating Rules\n\n- Minimal repro template\n- Hypothesis log\n- Regression tests\n- Root-cause summary\n"
        }
      ]
    },
    {
      "id": "fullstack-debugging-validation",
      "name": "Fullstack Debugging Pack Validation",
      "description": "Validation skill for Fullstack Debugging Pack. Failure reproduction, log triage and focused frontend/backend validation.",
      "files": [
        {
          "path": "SKILL.md",
          "content": "---\nname: fullstack-debugging-validation\ndescription: \"Validation skill for Fullstack Debugging Pack. Failure reproduction, log triage and focused frontend/backend validation.\"\n---\n\n# Fullstack Debugging Pack Validation\n\nUse this skill when a task matches the Fullstack Debugging Pack pack.\n\n## Pack Summary\n\nFailure reproduction, log triage and focused frontend/backend validation.\n\n## Compatible Models\n\n- GPT-5.5\n- Claude Sonnet\n- DeepSeek\n\n## Pack Contents\n\n- prompts\n- rules\n- tests\n- examples\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.