Goal
SkillDev toolsFind and merge redundant or highly overlapping research ideas
Available today. Use it from your connected AI after setup.
No other account needed.
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/*.mdthat 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# Examplesfor 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