gsd:ai-integration-phase

Name: gsd:ai-integration-phase
Author: davepoon

Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy

by davepoon(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Imported from davepoon/buildwithclaude (plugins/gsd/skills/ai-integration-phase/SKILL.md). Install upstream with npx skills add davepoon/buildwithclaude --skill ai-integration-phase. Copyright stays with the author.

<execution_context> @${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md @${CLAUDE_PLUGIN_ROOT}/references/ai-frameworks.md @${CLAUDE_PLUGIN_ROOT}/references/ai-evals.md </execution_context>

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

davepoon-buildwithclaude-ai-integration-phase.ocm.jsonjson

{
  "ocm": "1",
  "id": "davepoon-buildwithclaude-ai-integration-phase",
  "kind": "skill",
  "name": "gsd:ai-integration-phase",
  "description": "Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy",
  "publisher": "davepoon",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "legal"
    ],
    "tags": [
      "skill-md",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/davepoon/buildwithclaude",
      "path": "plugins/gsd/skills/ai-integration-phase/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/davepoon/buildwithclaude/blob/HEAD/plugins/gsd/skills/ai-integration-phase/SKILL.md",
      "key": "davepoon/buildwithclaude/plugins/gsd/skills/ai-integration-phase/SKILL.md"
    },
    "allowed_tools": [
      "Read",
      "Write",
      "Bash",
      "Glob",
      "Grep",
      "Task",
      "WebFetch",
      "WebSearch",
      "AskUserQuestion",
      "mcp__context7__*"
    ]
  },
  "instructions": "<objective>\nCreate an AI design contract (AI-SPEC.md) for a phase involving AI system development.\nOrchestrates gsd-framework-selector → gsd-ai-researcher → gsd-domain-researcher → gsd-eval-planner.\nFlow: Select Framework → Research Docs → Research Domain → Design Eval Strategy → Done\n</objective>\n\n<execution_context>\n@${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md\n@${CLAUDE_PLUGIN_ROOT}/references/ai-frameworks.md\n@${CLAUDE_PLUGIN_ROOT}/references/ai-evals.md\n</execution_context>\n\n<context>\nPhase number: $ARGUMENTS — optional, auto-detects next unplanned phase if omitted.\n</context>\n",
  "cost": {
    "context_tokens": 181
  }
}

Fetch it by URL: GET /api/v1/registry/davepoon-buildwithclaude-ai-integration-phase/manifest?version=1.0.0

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Manifest

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