Agent Prompt Engineering
A five-part checklist (role, paths, deliverables, constraints, comms) for writing sub-agent prompts that need zero follow-up.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 15, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Jul 18, 2026 · 868e5ff
Drafted a spawn prompt for a 3-agent marketing-site redesign both ways: the baseline copy-agent prompt was one vague sentence ('improve the copy'), the skill-directed version had absolute file paths to read, two deliverables with exact output paths and acceptance criteria, a CRITICAL constraint not to invent pricing figures, and a reporting protocol -- exactly the 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 Agent Prompt Engineering does
Reference guide for writing self-contained prompts when spawning sub-agents via the Task tool: role/scope, exhaustive absolute file paths, deliverables with exact output paths and acceptance criteria, labeled CRITICAL constraints, and a communication protocol. Triggers when delegating work to agents, designing multi-agent workflows, or when spawned agents keep returning underspecified results.
How to install Agent Prompt Engineering
git clone https://github.com/hesreallyhim/really-claude-code
mkdir -p ~/.claude/skills
cp -r really-claude-code/agent-autonomy/autonomous-team-coordination/skills/agent-prompt-engineering ~/.claude/skills/agent-prompt-engineering
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Agent Prompt Engineering
-
/agent-prompt-engineeringA five-part checklist (role, paths, deliverables, constraints, comms) for writing sub-agent prompts that need zero follow-up.
It also activates on plain-language prompts like these:
-
Help me write a self-contained prompt to spawn a sub-agent. -
I'm designing a multi-agent workflow, review my delegation prompts. -
My spawned agents keep returning vague results, fix my prompts.
Frequently asked questions
- Is the Agent Prompt Engineering skill free?
- Yes. The skill itself is free from hesreallyhim/really-claude-code. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Agent Prompt Engineering work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 15, 2026. Verdict: Tested · Works. Drafted a spawn prompt for a 3-agent marketing-site redesign both ways: the baseline copy-agent prompt was one vague sentence ('improve the copy'), the skill-directed version had absolute file paths to read, two deliverables with exact output paths and acceptance criteria, a CRITICAL constraint not to invent pricing figures, and a reporting protocol -- exactly the gap the skill claims to close.
- What is the Agent Prompt Engineering 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 Agent Prompt Engineering?
- 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 Prompt Engineering 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.