Framework Builder

Turns recurring domain expertise into a five-layer, agent-readable framework document.

Tested · Works

Test report

Verdict
Tested · Works
Score
9.6/10
Tested
Jul 16, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 652ea56

A/B'd a 'systematize my customer onboarding' request: the unguided baseline was a 6-bullet checklist with tips like 'be friendly'; the skill run produced named, falsifiable mechanisms (e.g. a champion who onboards a second teammate is quantified as 4x more likely to expand seats, with the reasoning why) plus explicit failure signals — the exact gap the skill claims to close.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 5/5

What Framework Builder does

Converts a person's ad-hoc recurring process (onboarding, triage, competitive analysis, etc.) into a structured markdown framework with five mandatory layers: evidence-backed principles, a reasoning-based methodology, named force multipliers, positive/negative success metrics, and edge-case implementation guidance. Triggers on 'systematize this', 'build a framework for X', or 'I keep doing the same thing'; gates itself with four threshold questions before proceeding so one-off tasks don't get the heavyweight treatment.

How to install Framework Builder

git clone https://github.com/framework-creator/framework-builder.git
mkdir -p ~/.claude/skills
cp -r framework-builder ~/.claude/skills/framework-builder

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Framework Builder

  • /framework-builder Turns recurring domain expertise into a five-layer, agent-readable framework document.

It also activates on plain-language prompts like these:

  • I keep improvising customer onboarding, help me systematize the process.
  • Build a framework doc for how we triage incoming support tickets.
  • Turn my ad-hoc competitive analysis routine into a repeatable framework.

Frequently asked questions

Is the Framework Builder skill free?
Yes. The skill itself is free from framework-creator/framework-builder. SkillProof publishes the install command and an independent test verdict at no cost.
Does Framework Builder work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 16, 2026. Verdict: Tested · Works. A/B'd a 'systematize my customer onboarding' request: the unguided baseline was a 6-bullet checklist with tips like 'be friendly'; the skill run produced named, falsifiable mechanisms (e.g. a champion who onboards a second teammate is quantified as 4x more likely to expand seats, with the reasoning why) plus explicit failure signals — the exact gap the skill claims to close.
What is the Framework Builder SkillProof Score?
9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install Framework Builder?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Framework Builder with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.