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-memory/SKILL.md · 1 file library/specializations/ai-agents-conversational/skills/langchain-memory/SKILL.md 1.3 KB · Markdown Rendered Raw ⧉ Copy
name : langchain-memory
description : LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory
allowed-tools :
- Read
- Write
- Edit
- Bash
- Glob
- Grep
LangChain Memory Skill Capabilities Implement various LangChain memory types Configure ConversationBufferMemory for short-term recall Set up ConversationSummaryMemory for long conversations Integrate vector-based memory for semantic search Design memory retrieval strategies Handle memory persistence and serialization Target Processes conversational-memory-system chatbot-design-implementation Implementation Details Memory Types ConversationBufferMemory : Stores full conversation historyConversationBufferWindowMemory : Rolling window of recent messagesConversationSummaryMemory : Summarizes older messagesConversationSummaryBufferMemory : Hybrid approachVectorStoreRetrieverMemory : Semantic similarity-based retrievalConfiguration Options Memory key naming conventions Return message format (string vs messages) Summary LLM selection Vector store backend selection Token limits and window sizes Dependencies langchain langchain-community Vector store client (optional)