Agent System Prompt Architect
Turns rough agent requirements into a layered, deployable system prompt.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 15, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 1419e60
Same expense-tracker system-prompt task: the skill version added concrete tool-call decision criteria and a mandatory disambiguate-before-delete procedure that the baseline only covered as a vague 'confirm before deleting' rule — a real, checkable uplift. The README's headline 0.917-vs-0.554 benchmark number lives in a gitignored evals-workspace/ folder not present in the repo, so it can't actually be verified.
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 8/10
- Docs & honesty 3/5
What Agent System Prompt Architect does
Drafts system prompts for other agent projects using a fixed layered architecture (role, scope, tools, output contract, safety, failure handling), with explicit rules for stripping backend/schema jargon out of the agent-facing text. Triggers when a user wants to design, review, or revise a system prompt for an agent, not for generic copywriting or one-off chat prompts.
How to install Agent System Prompt Architect
git clone https://github.com/CR-730/agent-system-prompt-architect-skill.git
cd agent-system-prompt-architect-skill
mkdir -p ~/.claude/skills
cp -r skills/agent-system-prompt-architect ~/.claude/skills/agent-system-prompt-architect
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Agent System Prompt Architect
-
/agent-system-prompt-architectTurns rough agent requirements into a layered, deployable system prompt.
It also activates on plain-language prompts like these:
-
Draft a deployable system prompt for an expense-tracking agent -
Review this agent's system prompt and tighten the failure handling section -
Strip the backend jargon out of this agent prompt before we deploy it
Frequently asked questions
- Is the Agent System Prompt Architect skill free?
- Yes. The skill itself is free from CR-730/agent-system-prompt-architect-skill. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Agent System Prompt Architect work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 15, 2026. Verdict: Tested · Works. Same expense-tracker system-prompt task: the skill version added concrete tool-call decision criteria and a mandatory disambiguate-before-delete procedure that the baseline only covered as a vague 'confirm before deleting' rule — a real, checkable uplift. The README's headline 0.917-vs-0.554 benchmark number lives in a gitignored evals-workspace/ folder not present in the repo, so it can't actually be verified.
- What is the Agent System Prompt Architect SkillProof Score?
- 8.4/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 3/5.
- How do I install Agent System 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 Agent System 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.