Prompt Architect
Improves prompts by scoring them and applying one of 31 prompt-engineering frameworks
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 31, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 955bd2a
Fetched SKILL.md and the repo tree via GitHub API; frontmatter parses with name+description; spot-checked bab_template.txt, references/techniques/few-shot.md, references/frameworks/co-star.md — all HTTP 200. Confirmed 31 frameworks (30 framework .md files plus rise.md covering RISE-IE/RISE-IX) and 7 intent categories, matching README claims; no security smells. Output test: improved the prompt "Write a product description for my new water bottle" both ways — baseline silently fabricated "insulated" (not in the original) and gave no format/audience, while the skill-followed version emitted [you fill this in: ...] placeholders, added an explicit "Do not invent features not listed" rule, a 40-60 word hook + 3-4 bullets format, and a before/after score of 3.4.
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 7/10
- Docs & honesty 5/5
What Prompt Architect does
A prompt-engineering skill that scores a user's prompt on five dimensions (clarity, specificity, context, completeness, structure), detects intent across seven categories, and rewrites it using one of 31 frameworks (CO-STAR, BAB, RISEN, ReAct, and more) via fill-in templates. Triggers when a user asks to improve, rewrite, structure, or engineer a prompt, or asks which framework to use. Emits a clean copy-paste prompt with placeholders for facts only the user can supply.
How to install Prompt Architect
git clone --depth 1 https://github.com/ckelsoe/prompt-architect.git /tmp/prompt-architect-src
mkdir -p ~/.claude/skills
cp -R /tmp/prompt-architect-src/skills/prompt-architect ~/.claude/skills/prompt-architect
# No external deps. SKILL.md lives at skills/prompt-architect/ with assets/templates/ and references/ alongside.
# Plugin-marketplace alternative: repo ships .claude-plugin/marketplace.json (owner ckelsoe) if you prefer plugin install.
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Prompt Architect
-
/prompt-architectImproves prompts by scoring them and applying one of 31 prompt-engineering frameworks
It also activates on plain-language prompts like these:
-
Help me write a better prompt for this task -
Improve this prompt using a proven framework -
What framework should I use for this classification prompt
Frequently asked questions
- Is the Prompt Architect skill free?
- Yes. The skill itself is free from ckelsoe/prompt-architect. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Prompt Architect work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 31, 2026. Verdict: Tested · Works. Fetched SKILL.md and the repo tree via GitHub API; frontmatter parses with name+description; spot-checked bab_template.txt, references/techniques/few-shot.md, references/frameworks/co-star.md — all HTTP 200. Confirmed 31 frameworks (30 framework .md files plus rise.md covering RISE-IE/RISE-IX) and 7 intent categories, matching README claims; no security smells. Output test: improved the prompt "Write a product description for my new water bottle" both ways — baseline silently fabricated "insulated" (not in the original) and gave no format/audience, while the skill-followed version emitted [you fill this in: ...] placeholders, added an explicit "Do not invent features not listed" rule, a 40-60 word hook + 3-4 bullets format, and a before/after score of 3.4.
- What is the Prompt Architect SkillProof Score?
- 8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 5/5.
- How do I install Prompt Architect?
- 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 Prompt Architect 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.