Our review
Searches a shared knowledge base for existing solutions before solving a problem from scratch.
Strengths
- Prevents reinventing the wheel by leveraging already established solutions
- Saves time on known issues through structured search
- Encourages reuse and knowledge sharing within the team
- Simple integration via a dedicated CLI
Limitations
- Requires the knowledge base to be available locally (cloned repository)
- Search quality depends on how rich and up-to-date the base is
- Only covers problems for which an entry has been saved
Use this skill when facing a common problem or suspecting that a solution already exists in the shared knowledge base.
Avoid using it for highly specific or confidential problems where the solution is not suitable for public sharing.
Security analysis
CautionThe skill instructs running node scripts from a user-maintained repository. While the scripts are intended for search, Bash execution of scripts always carries risk. However, the skill explicitly warns against saving private data, showing security awareness. No exfiltration or destructive commands are present.
- •Executes Node.js scripts from a local repository via Bash. This could execute arbitrary code if the repository is compromised, but the skill itself does not instruct destructive actions.
Examples
Search CCI for react hooks typescriptCheck the knowledge base for API authentication patternsFind CCI entries about docker deploymentname: cci description: Search Claude Collective Intelligence knowledge base for solutions to problems. Use when the user asks about common issues, wants to find existing solutions, or mentions "CCI", "collective intelligence", or "knowledge base". allowed-tools: Bash, Read
Claude Collective Intelligence (CCI) Skill
Search the shared knowledge base for existing solutions before solving problems from scratch.
When to Use
- User asks about common programming problems
- User mentions "CCI", "knowledge base", or "collective intelligence"
- You're about to solve a problem that might have been solved before
- User wants to find what solutions exist for a topic
How to Search
Use the CCI CLI to search the knowledge base:
# Set the CCI repo path
export CCI_REPO="$HOME/code/claude-collective-intelligence"
# Search for relevant entries
node "$CCI_REPO/src/search.js" "your search query"
# For verbose output (full solutions)
node "$CCI_REPO/src/search.js" -v "your search query"
# View stats
node "$CCI_REPO/src/search.js" --stats
# List recent entries
node "$CCI_REPO/src/search.js" --list 5
Response Format
When you find relevant entries:
- Summarize the most relevant solution found
- Adapt it to the user's specific context
- Credit the source (date and contributor if available)
- Offer to show more results if available
When no entries match:
- Let the user know you checked CCI but found no matches
- Proceed to solve the problem normally
- Suggest saving the solution to CCI when done
Example Queries
- "search CCI for react hooks typescript"
- "check knowledge base for API authentication patterns"
- "find CCI entries about docker deployment"
CRITICAL: No Private Data in CCI
CCI is a PUBLIC GitHub repo. Before saving ANY entry, you MUST scrub:
- IP addresses — use
HOSTor<server-ip>placeholders - Passwords / secrets / API keys — use
PASSWORD,SECRET,API_KEYplaceholders - Server hostnames / domains specific to the user's infrastructure
- Email addresses — use generic examples like
user@example.com - Database connection strings with real credentials
- Full file paths that reveal private project structure
The insight is what matters, not the specific infrastructure. Keep solutions generic and reusable by anyone.
After Solving New Problems
Remind users they can save successful solutions:
"This solution worked! Would you like to save it to CCI for future reference? Just say 'save to CCI' and I'll help capture it."
To manually add an entry:
node "$CCI_REPO/bin/cci.js" add
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