Goal

SkillDev tools

Find and merge redundant or highly overlapping research ideas

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 Goal skill

What this skill tells your AI

The instructions your AI receives, as published by causify-ai/helpers in .claude/skills/research_idea.check_redundant/SKILL.md and read by ahel’s review.

  • Find research ideas in research/ideas/*.md that are redundant or highly overlapping, and merge them on user confirmation

Workflow

Step 1: Read the Existing Ideas

  • Read research/ideas/README.md
  • Read the template research/ideas/template.research_idea.md
  • Read the research ideas under research/ideas/*.md

Step 2: Find Redundant Ideas

  • Find the ideas that are redundant or highly overlapping
  • Propose which files could be merged, and into which target file

Step 3: Wait for the User

  • Wait for the user to confirm the merge plan before changing any file

Step 4: Merge the Ideas

  • Merge the confirmed ideas into one file using the template research/ideas/template.research_idea.md
  • Keep the file with the more complete specs (higher Complete Specs) as the target, and fold unique content from the other file(s) into it
  • Delete the file(s) that were merged away

Conventions

  • Follow .claude/skills/research_idea.rules.md

Constraints

  • Never merge or delete files without explicit user confirmation of the plan
  • Do not drop information: if two ideas differ, keep the union of their content, not just one side

Examples

  • See .claude/skills/research_idea.rules.md # Examples for a fully formatted research idea

Verification

  • Merge plan was confirmed by the user before any file was changed
  • The merged file follows research/ideas/template.research_idea.md
  • No unique content from the merged-away file(s) was lost
  • The merged-away file(s) were deleted

Signals

GitHub stars
145
Forks
159
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
research-idea-check-redundant
Source
github.com/causify-ai/helpers