ai-integration-phase

Generate an AI-SPEC.md design contract for phases that involve building AI systems.

Skill by lseman

IndexedMIT★ 1

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/lseman-ai-integration-phase

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Generate an AI-SPEC.md design contract for phases that involve building AI systems.

Use cases: documents, design

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools: No tools found
Secrets: None asked for
Install scripts: None found

Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/ai-integration-phase

What's inside

Skill name: ai-integration-phase
Description: Generate an AI-SPEC.md design contract for phases that involve building AI systems.
License: MIT
Instructions: 22 lines in SKILL.md · view on GitHub

Agent Skills spec issues

name: "ai-integration-phase" does not match folder "gsd-ai-integration-phase"
allowed-tools: must be a space-separated string

Files (1)

SKILL.md

SKILL.md (first lines)

<objective>
Create an AI design contract (AI-SPEC.md) for a phase involving AI system development.
Orchestrates gsd-framework-selector → gsd-ai-researcher → gsd-domain-researcher → gsd-eval-planner.
Flow: Select Framework → Research Docs → Research Domain → Design Eval Strategy → Done
</objective>

<execution_context>
@repos/gsd-core/gsd-core/workflows/ai-integration-phase.md
@repos/gsd-core/gsd-core/references/ai-frameworks.md
@repos/gsd-core/gsd-core/references/ai-evals.md
</execution_context>

<context>
Phase number: $ARGUMENTS — optional; when omitted, the orchestrating workflow reads ROADMAP.md and selects the next unplanned phase. This is not a `gsd-tools.cjs` CLI feature — the CLI's phase-lookup primitives require an explicit phase number.
</context>

<process>
Execute end-to-end.
Preserve all workflow gates.
</process>

From lseman/logician, MIT.

Signals

Stars: 1
Forks: 0
Open issues: 0
Last commit (this folder): Sep 14, 2026 (1 month ago)
Last release: Aug 9, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License: MIT
Repository: github.com/lseman/logician
Website: logician.laioseman.com/
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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Cite this page

ai-integration-phase skill. Agent Mart. https://agentmart.dev/skills/lseman-ai-integration-phase (last updated 2026-10-24)