richfrem/vector-db-audit
plugins/vector-db/skills/vector-db-audit/SKILL.md
Audit Vector DB coverage -- compares the live filesystem manifest against the ChromaDB index to identify coverage gaps.
$ install --global
skillsauthnpx skillsauth add richfrem/agent-plugins-skills vector-db-auditInstall 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 27, 2026, 7:57 AM101.5s5 files scanned
SKILL.md
- name:
- vector-db-audit
- plugin:
- vector-db
- description:
- Audit Vector DB coverage -- compares the live filesystem manifest against the ChromaDB index to identify coverage gaps.
- allowed-tools:
- Bash, Read, Write
Vector DB Audit
Systematically audits the Vector Database to identify gaps between the project manifest and the actual document chunks stored in ChromaDB.
Capabilities
- Coverage Analysis: Calculates the exact percentage of project documentation currently vectorized.
- Gap Identification: Detects files that are included in the manifest but missing from the ChromaDB collection.
- Exporting: Generates CSV lists of missing files for targeted batch ingestion.
- Dynamic Configuration: Loads connection and collection settings directly from the selected profile.
Usage
Run the audit for a specific profile (e.g., wiki) to generate a coverage report and a CSV of gaps:
python scripts/audit_vector.py --profile wiki --report vector_audit.txt --csv missing_vector.csv
Protocol
- Identify: Run this skill to find missing content.
- Review: Check
missing_vector.csv. - Ingest: Use
vector-db-ingest --profile wiki --file [path]to fill specific gaps.
Related
- vector-db-ingest: Use to fill the gaps identified by this audit.
- vector-db-cleanup: Use to remove orphaned chunks from the index.
Related Skills
richfrem/issue-worktree-agent
testing
VerifiedTrustedCommunity
Skill for creating and managing isolated git worktrees (`.worktrees/issue-NNN`) for issue execution branches. USE ONLY when setting up or cleaning up isolated git worktrees for specific issue execution. DO NOT USE for managing local task files (use `task-agent`) or escalating tasks to issues (use `github-issue-backlog-agent`).
4SKILL.mdUpdated Jul 29, 2026
richfrem/issue-pr-lifecycle-agent
data-ai
VerifiedTrustedCommunity
Skill for orchestrating the end-to-end GitHub issue lifecycle flow: Issue -> Worktree -> Implementation -> PR Creation -> Resolution Closure. USE ONLY when running or dry-running full lifecycle orchestration for resolving an issue with a PR. DO NOT USE for isolated worktree management only (use `issue-worktree-agent`) or logging issues (use `github-issue-agent`).
4SKILL.mdUpdated Jul 29, 2026
richfrem/github-issue-prioritizer
tools
VerifiedTrustedCommunity
Automatically ranks GitHub issues (P0-P3) based on friction tier, frequency, and blockages, synchronizing priority labels and GitHub Projects v2 custom fields.
4SKILL.mdUpdated Jul 29, 2026
richfrem/github-issue-backlog-agent
testing
VerifiedTrustedCommunity
Bridge skill for escalating ephemeral local task scratchpad items (`tasks/*.md`) into durable, taxonomy-validated, evidence-rich GitHub Issues. USE ONLY when promoting a single-session local task into durable repository backlog. DO NOT USE for managing local kanban boards (use `task-agent` instead) or directly querying/commenting on issues (use `github-issue-agent` instead).
4SKILL.mdUpdated Jul 29, 2026