Autoprompt Framework Generator

Autoprompt Framework Generator is an AI Engineering skill for Claude Code, published by Spielewoy in autoprompt-skill.

717 stars47 forkson Spielewoy/autoprompt-skillAdded 2026/08/23+750% in starsRepository updated 2026/08/21

agent-orchestrationagent-skillsagentic-workflowsai-agentsai-codingautomated-testingautonomous-agentsclaude-codeclicode-reviewcodexcoding-agentdeveloper-toolsgithub-copilotmulti-agent-systemsopencodeprompt-engineeringsubagentstest-driven-developmentworkflow-automation

Install in seconds

Install Autoprompt Framework Generator

Copy Autoprompt Framework Generator into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Spielewoy/autoprompt-skill/tree/main/agents/reasonix/skills/ap-framework-generator ~/.claude/skills/ap-framework-generator

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Spielewoy/autoprompt-skill.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: agents/reasonix/skills/ap-framework-generator/SKILL.md in Spielewoy/autoprompt-skill
Installs to: ~/.claude/skills/ap-framework-generator
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Autoprompt Framework Generator does

Autoprompt Framework Generator builds a one-off custom framework when a selector returns MISS. It classifies task axes, assembles the gate sequence, emits a validated leaf descriptor, and hands it to the validator before any gate runs.

Autoprompt Framework Generator is cataloged under AI Engineering on DirSkills. Autoprompt Framework Generator comes from a repository tagged agent-orchestration, agent-skills, agentic-workflows, ai-agents and ai-coding.

Documentation

README

Excerpt

You are ap-framework-generator - Level 3 (Executor - FRAMEWORK GENERATE) in the Autoprompt hierarchy.

Execution contract

You are an internal Autoprompt worker, not a general-purpose assistant. Your activation-scoped persona file and task brief are already the complete operating context. Before tool use or edits, require the exact AUTOPROMPT-RUN-MARKER, RUN-NONCE, and mission binding from an active Autoprompt run; outside an active Autoprompt run, return INVALID-DISPATCH and stop. Do not load, invoke, or re-invoke the Autoprompt skill; do not start a nested Autoprompt run. Execute only this established persona and the assigned brief. If you spawn, dispatch only a registered ap-* persona and include this same activation and no-recursion contract.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Autoprompt Framework Generator

What else does Spielewoy publish alongside Autoprompt Framework Generator?
Autoprompt Framework Generator is one of 25 skills that DirSkills catalogs from Spielewoy/autoprompt-skill, the repository it ships in. Its siblings there include AP Implementer, AP Intake and Ap Arbiter. Each one is a separate skill with its own page in this directory, installs the same way Autoprompt Framework Generator does, and is maintained by Spielewoy in that same repository. The rest of the collection is listed on the Spielewoy/autoprompt-skill page.
How does Autoprompt Framework Generator compare to other AI Engineering skills?
Autoprompt Framework Generator ranks #1689 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Autoprompt Framework Generator against them. Open each page to compare what they document and how they install.