iot-ai-minimum-change
Evidence-bound Build Necessity / Minimum Necessary Change specialist for MC-GPT.
Skill by IoTAiTech
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/iotaitech-iot-ai-minimum-change
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.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: backend, data, ml, security
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
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/iot-ai-minimum-change
What's inside
- Skill name
iot-ai-minimum-change- Description
- Evidence-bound Build Necessity / Minimum Necessary Change specialist for MC-GPT. Use before implementation, dependency selection, architecture expansion, refactoring, installer creation, database/entity creation, agent/RAG creation, or when reviewing complexity and duplication. Select the first sufficient no-change, reuse, standard-library, native-platform, existing-dependency, minimal-local-change or minimum-new-code strategy. Never simplify away required security, privacy, data-loss prevention, accessibility, rollback, hardware calibration or deterministic verification.
- License
- LicenseRef-PolyForm-Noncommercial-1.0.0
- Instructions
- 66 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
More from IoTAiTech/MC-GPT
- 0.556score
iot-ai-multi-coder
IoTAiTech
Role-bound hybrid implementation with all eligible coders, deterministic tests, failure review, bounded repair and independent final judgment.
SkillBFreshness: B★ 3Claude Code +9 - 0.556score
iot-ai
IoTAiTech
Natural-language, conversation-aware closed-loop engineering through Tasks, Meetings, Multi-Coder, tests, repair, audit and terminal reporting.
SkillBFreshness: B★ 3Claude Code +9 - 0.553score
iot-ai-meeting
IoTAiTech
Automatic, governed full-hybrid meetings for planning, failures, repair decisions and final hard-judge review.
SkillBFreshness: B★ 3Claude Code +9 - 0.551score
iot-ai-update
IoTAiTech
Natural-language transactional install/update/rollback authority with package discovery, verification and fleet receipts.
SkillBFreshness: B★ 3Claude Code +9 - 0.551score
iot-ai-status
IoTAiTech
Explain current tasks, active waves, meetings, providers, tests, audits, checkpoints and next actors in one management view.
SkillBFreshness: B★ 3Claude Code +9 - 0.549score
iot-ai-web-visual-quality
IoTAiTech
Bounded visual-quality guidance for websites, dashboards, frontend UI, design systems and graphic prompts.
SkillBFreshness: B★ 3Claude Code +9 - 0.549score
garden-gpt-image-2
IoTAiTech
Derived image-prompt checklist.
SkillBFreshness: B★ 3Claude Code +9 - 0.549score
garden-kb-retriever
IoTAiTech
Derived retrieval checklist for local knowledge files.
SkillBFreshness: B★ 3Claude Code +9 - 0.549score
garden-web-design
IoTAiTech
Derived web-design quality checklist.
SkillBFreshness: B★ 3Claude Code +9 - 0.548score
iot-ai-help
IoTAiTech
Explain goals in natural language and show advanced commands only when an operator needs manual control.
SkillBFreshness: B★ 3Claude Code +9 - 0.547score
iot-ai-image-capability
IoTAiTech
Host-native image generation/editing capability status.
SkillBFreshness: B★ 3Claude Code +9 - 0.546score
garden-web-video-presentation
IoTAiTech
Derived web-slides guidance.
SkillBFreshness: B★ 3Claude Code +9
Signals
- Stars
- 3
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 3, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- LicenseRef-PolyForm-Noncommercial-1.0.0
- Repository
- github.com/IoTAiTech/MC-GPT
- Website
- iotaitech.github.io/MC-GPT/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from IoTAiTech
- 0.556score
iot-ai
IoTAiTech
Natural-language, conversation-aware closed-loop engineering through Tasks, Meetings, Multi-Coder, tests, repair, audit and terminal reporting.
SkillBFreshness: B★ 3Claude Code +9 - 0.556score
iot-ai-multi-coder
IoTAiTech
Role-bound hybrid implementation with all eligible coders, deterministic tests, failure review, bounded repair and independent final judgment.
SkillBFreshness: B★ 3Claude Code +9 - 0.553score
iot-ai-meeting
IoTAiTech
Automatic, governed full-hybrid meetings for planning, failures, repair decisions and final hard-judge review.
SkillBFreshness: B★ 3Claude Code +9 - 0.551score
iot-ai-update
IoTAiTech
Natural-language transactional install/update/rollback authority with package discovery, verification and fleet receipts.
SkillBFreshness: B★ 3Claude Code +9 - 0.551score
iot-ai-status
IoTAiTech
Explain current tasks, active waves, meetings, providers, tests, audits, checkpoints and next actors in one management view.
SkillBFreshness: B★ 3Claude Code +9 - 0.549score
iot-ai-web-visual-quality
IoTAiTech
Bounded visual-quality guidance for websites, dashboards, frontend UI, design systems and graphic prompts.
SkillBFreshness: B★ 3Claude Code +9
Cite this page
iot-ai-minimum-change skill. Agent Mart. https://agentmart.dev/skills/iotaitech-iot-ai-minimum-change (last updated 2026-10-24)