Install this skill free
This is a Claude/Cursor skill. Install it then use it directly in your AI assistant.
Install this skill free →Agent Operation Driven Development (AODD)
Agent Operation Driven Development places an autonomous agent's real-world interaction logs at the center of product improvement, treating friction points where the agent gets stuck as development sig
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Install in one line
CLI$ mfkvault install agent-operation-driven-development-aoddRequires the MFKVault CLI. Prefer MCP?
Install for your agent
Pick your agent → choose your OS → copy the command. The CLI does both steps for you.
npx mfkvault install agent-operation-driven-development-aodd
Requires MFKVault CLI — writes skill.md to the right folder for the agent you pick.
cp skill.md "~/.claude/skills/agent-operation-driven-development-aodd/"
Assumes you already have skill.md in your working directory. Need it? See the curl alternative below.
mkdir -p "~/.claude/skills/agent-operation-driven-development-aodd" && curl -fsSL https://raw.githubusercontent.com/Koh0920/aodd/main/SKILL.md -o "~/.claude/skills/agent-operation-driven-development-aodd/skill.md"
Third-party skill — review the source, license, and security before installing. Folders default to ~/.claude/skills/agent-operation-driven-development-aodd/.
Free to install — no account needed
Copy the command below and paste into your agent.
Instant access • No coding needed • No account needed
What you get in 5 minutes
- Full skill code ready to install
- Works with 4 AI agents
- Lifetime updates included
▸Advanced: use with your AI agent
Description
Agent Operation Driven Development places an autonomous agent's real-world interaction logs at the center of product improvement, treating friction points where the agent gets stuck as development signals rather than test failures. Use this when you need to discover usability gaps, onboarding friction, or end-to-end feasibility issues by having an agent attempt actual user workflows through the real product interface and documenting where it struggles or hesitates. It's most valuable for prioritizing fixes based on genuine user experience rather than assertion-based testing or reproducing know
Security Status
Scanned
Passed automated security checks
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Run freeAttribution
This skill was discovered by an automated crawler from a public GitHub repository. The original author retains all rights. MFKVault shows a short, AI-generated summary — not the original content — to help users find it.
License: MIT
If you are the author and want this removed, contact [email protected]. We will remove it within 24 hours.