---
description: Generate a self-contained prompt for another AI assistant
---

Generate a high-quality prompt for another AI assistant that may not have access to this workspace memory.

Read:

@core/README.md
@core/memory/operational-memory.md
@project-knowledge/01-current/current-work.md
@project-knowledge/01-current/work-items.md
@project-knowledge/03-context/project.md
@agent-memory/workflows/ai-to-ai-prompting.md

Read active profile, if present:

!`profile="${AIW_PROJECT_PROFILE:-fidelity}"; if [ -f "profiles/$profile/profile.md" ]; then cat "profiles/$profile/profile.md"; elif [ -f profiles/fidelity/profile.md ]; then cat profiles/fidelity/profile.md; else echo "No profile file found."; fi`

Relevant active work item files, if available:

!`python3 - <<'PY'
import re
from pathlib import Path

summary = Path("project-knowledge/01-current/work-items.md")
if not summary.is_file():
    print("No work item files available.")
    raise SystemExit(0)

text = summary.read_text()
paths = re.findall(r"Detail: `(project-knowledge/02-work-items/[^`]+)`", text)
if not paths:
    print("No work item files available.")
    raise SystemExit(0)

for rel in paths:
    path = Path(rel)
    if not path.is_file():
        continue
    print(f"\n### {rel}")
    print(path.read_text())
PY`

User request:

$ARGUMENTS

Instructions:

- use `ai-prompt-engineering` when available
- make the prompt self-contained
- include only relevant project context
- tell the target AI what to inspect before changing code or producing conclusions
- include constraints, non-goals, expected output, and validation expectations
- include work-item IDs and approved titles when relevant
- do not assume the target AI can read this workspace
- do not invent file paths if the implementation repository is not available here

Return only the prompt unless the user asks for explanation.