Score breakdown0 Version history1 Source
Category Weight Category score Contribution
Security prompt, exec, net, exfil, eval
35%
100
35.0 pts
Supply chain hash, typosquat, maintainer, lockfile
20%
100
20.0 pts
Maintenance staleness, pinning, CI
15%
100
15.0 pts
Transparency SKILL.md, perms, README
15%
100
15.0 pts
Community installs, verify, response
15%
100
15.0 pts
Findings & checks · 0 flagged
Security score 100 · 0 findings
✓ — All security checks passedNo findings in this category for the latest scan. pass
Supply chain score 100 · 0 findings
✓ — All supply chain checks passedNo findings in this category for the latest scan. pass
Maintenance score 100 · 0 findings
✓ — All maintenance checks passedNo findings in this category for the latest scan. pass
Transparency score 100 · 0 findings
✓ — All transparency checks passedNo findings in this category for the latest scan. pass
Community score 100 · 0 findings
✓ — All community checks passedNo findings in this category for the latest scan. pass
Every scanned point with the score it earned and what moved between them.
1 scans · 90 days d97a2e4 latest
Jun 23, 2026 100 d97a2e4
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
library/specializations/ai-agents-conversational/skills/langchain-retriever/SKILL.md · 1 file library/specializations/ai-agents-conversational/skills/langchain-retriever/SKILL.md 1.3 KB · Markdown Rendered Raw ⧉ Copy
name : langchain-retriever
description : LangChain retriever implementation with various retrieval strategies for RAG applications
allowed-tools :
- Read
- Write
- Edit
- Bash
- Glob
- Grep
LangChain Retriever Skill Capabilities Implement various LangChain retriever types Configure vector store retrievers Set up multi-query retrievers for improved recall Implement contextual compression retrievers Design ensemble retrievers combining multiple strategies Configure self-query retrievers for structured filtering Target Processes rag-pipeline-implementation advanced-rag-patterns Implementation Details Retriever Types VectorStoreRetriever : Basic similarity searchMultiQueryRetriever : Generates query variationsContextualCompressionRetriever : Filters and compresses resultsEnsembleRetriever : Combines multiple retrieversSelfQueryRetriever : Structured metadata filteringParentDocumentRetriever : Returns parent chunksConfiguration Options Search type (similarity, mmr, similarity_score_threshold) Number of documents to retrieve (k) Score thresholds Metadata filtering Compression settings Dependencies langchain langchain-community Vector store client