/plan-synthesize — best-of-all-worlds

SkillAI & models

Synthesize competing plans from multiple frontier models into a single best-of-all-worlds hybrid. Use after /plan has produced 2+ competing plans in .flywheel/plans/.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the /plan-synthesize — best-of-all-worlds skill

What this skill tells your AI

The instructions your AI receives, as published by hoangsonww/forge-agentic-coding-cli in .claude/skills/plan-synthesize/SKILL.md and read by ahel’s review.

Feed competing plans into a single GPT Pro session and produce a hybrid that integrates the strongest ideas from every input.

Workflow

  1. Pick a primary. Choose the best of the competing plans as your "base" — usually GPT Pro's. Its content gets the git-diff revisions applied to it.

  2. Open the synthesis prompt. Read .flywheel/prompts/plan-synthesize-best-of-all-worlds.md. Copy it into a fresh GPT Pro (web) conversation.

  3. Paste the base plan, then each competitor. Label each clearly.

  4. Receive git-diff revisions. GPT Pro will produce a list of diff-style changes integrating the best ideas.

  5. Apply in-place with Claude / Codex. Use the prompt in .flywheel/prompts/plan-integrate-synthesis.md. The agent applies the diffs to .flywheel/plans/<date>-<slug>-gpt-pro.md (renaming it to -hybrid.md is a good practice) and reports which revisions it wholeheartedly agrees with, somewhat agrees with, or disagrees with.

  6. Iterate. Use .flywheel/prompts/plan-refine.md in fresh GPT Pro conversations 4–5 more times until convergence.

  7. Sanity overshoot. Once per synthesis, run .flywheel/prompts/overshoot-mismatch-hunt.md to catch elements the model silently dropped.

Output

A single hybrid plan at .flywheel/plans/<date>-<slug>-hybrid.md. This is the one you'll feed into /plan-to-beads.

Signals

GitHub stars
22
Forks
9
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
plan-synthesize
Source
github.com/hoangsonww/forge-agentic-coding-cli