Two Engineering Claude Code skills, side by side. Pick the right skill for your workflow with a side-by-side look at metadata, sample code, and install commands.
| Name | agentic-infrastructure-2026 | episodic-memory-algorithms |
|---|---|---|
| Description | Build and adopt production AI agent infrastructure in 2026. Covers framework selection (LangGraph, CrewAI, AutoGen, MCP), orchestration patterns, evaluation, observability, memory systems, and tool use. Also covers the… | Data structures and algorithms for AI agent episodic memory. Covers vector stores (HNSW, IVF, PQ), temporal indexing, knowledge graphs with triple stores, hierarchical summarization, forgetting curves,… |
| Category | Engineering | Engineering |
| Sub-category | ml-ai-eng | ml-ai-eng |
| Tags | ai:agent | — |
| Author | curiositech | curiositech |
| License | — | — |
| Install | /add-skill agentic-infrastructure-2026 | /add-skill episodic-memory-algorithms |
Simple: User → Agent → Tool → Response
```
**If** multi-step workflow:
```
LangGraph: User → State Machine → [Tool A → Decision → Tool B] → Response
```
**If** team collaboration needed:
```
Agentic Mesh: User → LangGraph Orchestrator → CrewAI Teams → MCP Tools
```
### 3. Adoption Strategy
…What type of facts does your agent need to remember?
│
├─ User identity + preferences ONLY
│ └─ Use: Core memory (always in context) + simple vector store
│ Algorithm: Flat search or small HNSW (<10K entries)
│ Reasoning: Static facts don't need complex temporal tracking
│
├─ Past conversations + events
│ ├─ Need fact change tracking over time?
│ │ ├─ YES → Bi-temporal knowledge graph (Zep/Graphiti approach)
│ │ │ Algorithm: Triple store with (validFrom, ingestedAt) timestamps…agentic-infrastructure-2026 — Build and adopt production AI agent infrastructure in 2026. Covers framework selection (LangGraph, CrewAI, AutoGen, MCP), orchestration patterns, evaluation, observability, memory systems, and tool use. Also covers the…
episodic-memory-algorithms — Data structures and algorithms for AI agent episodic memory. Covers vector stores (HNSW, IVF, PQ), temporal indexing, knowledge graphs with triple stores, hierarchical summarization, forgetting curves,…
Both are free to install. If you're unsure, install both — Claude Code skills are isolated by filename and only collide if their trigger phrases overlap (rare). The richest signal is the SKILL.md body itself — open both skill pages and read the first paragraph of each.
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