Automated summary
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
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/claude-collective-intelligence-knowledge-search-mmbizjel/download' --output '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md.part' && mv '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md.part' '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
Tools declared by the author (check availability in your agent): Bash, Read
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.
Claude Code
test -f '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md' && test -s '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/cci' && cp -R '.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel' '.claude/skills/cci'OpenSkills
OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.
Official OpenSkills installationopenskills install './.skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel'openskills read 'claude-collective-intelligence-knowledge-search-mmbizjel'Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.
For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.
openskills syncManual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/claude-collective-intelligence-knowledge-search-mmbizjel/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
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