Framework Builder
Turns recurring domain expertise into a five-layer, agent-readable framework document.
Test report
- Verdict
- Tested · Works
- Score
- 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-builderTurns 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.