rubicanjr/recall
skills/recall/SKILL.md
Query the memory system for relevant learnings from past sessions using semantic search.
databases
Updated Apr 24, 2026
$ install --global
skillsauthnpx skillsauth add rubicanjr/FinCognis recallInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 24, 2026, 6:39 AM137.0s1 file scanned
SKILL.md
- name:
- recall
- description:
- Query the memory system for relevant learnings from past sessions using semantic search.
Recall - Semantic Memory Retrieval
Query the memory system for relevant learnings from past sessions.
Usage
/recall <query>
Examples
/recall hook development patterns
/recall wizard installation
/recall TypeScript errors
What It Does
- Runs semantic search against stored learnings (PostgreSQL + BGE embeddings)
- Returns top 5 results with full content
- Shows learning type, confidence, and session context
Execution
When this skill is invoked, run:
cd $CLAUDE_OPC_DIR && PYTHONPATH=. uv run python scripts/core/recall_learnings.py --query "<ARGS>" --k 5
Where <ARGS> is the query provided by the user.
Output Format
Present results as:
## Memory Recall: "<query>"
### 1. [TYPE] (confidence: high, id: abc123)
<full content>
### 2. [TYPE] (confidence: medium, id: def456)
<full content>
Options
The user can specify options after the query:
--k N- Return N results (default: 5)--vector-only- Use pure vector search (higher precision)--text-only- Use text search only (faster)
Example: /recall hook patterns --k 10 --vector-only
Related Skills
rubicanjr/workflow-router
development
VerifiedTrustedCommunity
Goal-based workflow orchestration - routes tasks to specialist agents based on user goals
SKILL.mdUpdated Apr 24, 2026
rubicanjr/wiring
tools
VerifiedTrustedCommunity
Wiring Verification
SKILL.mdUpdated Apr 24, 2026
rubicanjr/websocket-patterns
development
VerifiedTrustedCommunity
Connection management, room patterns, reconnection strategies, message buffering, and binary protocol design.
SKILL.mdUpdated Apr 24, 2026
rubicanjr/visual-verdict
development
VerifiedTrustedCommunity
Screenshot comparison QA for frontend development. Takes a screenshot of the current implementation, scores it across multiple visual dimensions, and returns a structured PASS/REVISE/FAIL verdict with concrete fixes. Use when implementing UI from a design reference or verifying visual correctness.
SKILL.mdUpdated Apr 24, 2026