gsd-ai-integration-phase

gsd-ai-integration-phase is a command for Claude Code from mrmyothet/zach-hair-studio. It costs 23 tokens per session (317 once invoked), scanned A, original, MIT.

A command that writes an AI-SPEC.md design contract for a development phase involving an AI system. A design contract records the planned system structure, evaluation approach, and implementation decisions.

In plain words
What is it for?
Use it when planning a phase that builds an AI system and you need a design specification covering the system approach and how its quality will be evaluated.
Why use it?
It gives an AI project a written technical plan before development begins. This helps keep the phase aligned with relevant AI frameworks and evaluation guidance.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: names the AskUserQuestion tool.

Good fit Use it when planning a phase that builds an AI system and you need a design specification covering the system approach and how its quality will be evaluated.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/mrmyothet/zach-hair-studio

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for gsd-ai-integration-phase

README.md
[![agentmods](https://agentmods.dev/badge/commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase/github.svg)](https://agentmods.dev/commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase)
Your own site
<a href="https://agentmods.dev/commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase"><img src="https://agentmods.dev/badge/commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for gsd-ai-integration-phase

Your own site · 80×15
<a href="https://agentmods.dev/commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase"><img src="https://agentmods.dev/badge/commands/mrmyothet/zach-hair-studio/gsd-ai-integration-phase.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 23 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 317 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00023 $0.00317
Opus 5 $0.00012 $0.00159
Sonnet 5 $0.00005 $0.00063
Haiku 4.5 $0.00002 $0.00032

Measured 12d ago against content hash ffaed4f189bf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

gsd-ai-integration-phase scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

landing-page/.claude/commands/gsd-ai-integration-phase.md · 38 lines

What it actually says

<execution_context> @/home/myothet/repos/vct/zach-hair-studio/landing-page/.claude/gsd-core/workflows/ai-integration-phase.md @/home/myothet/repos/vct/zach-hair-studio/landing-page/.claude/gsd-core/references/ai-frameworks.md @/home/myothet/repos/vct/zach-hair-studio/landing-page/.claude/gsd-core/references/ai-evals.md </execution_context>

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 38 lines · 23 tokens per session scan A ffaed4f189bf

Subscribe to this mod's changes

gsd-ai-integration-phase is a command published in the GitHub repository mrmyothet/zach-hair-studio (11 stars, last pushed 27d ago), licensed MIT. It adds 23 tokens to every session and 317 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.