agent-knowledge-synthesizer

Diagram knowledge base. Provides Mermaid syntax, C4 model, diagram types, and best practices for technical diagrams.

Manage knowledge graph for autonomous coding. Use when storing relationships, querying connected knowledge, building project understanding, or maintaining semantic memory.

ADR知見の体系的参照・適用。主要ADR抜粋（ADR_010, 013, 016, 019, 020, 021）・ADR検索・参照方法・技術決定パターン集・ADR作成判断基準。Phase C以降の技術決定時に使用。

Personal knowledge management using Graphiti knowledge graph with Neo4j/FalkorDB, supporting remote MCP access with connection profiles and TLS, OSINT/CTI ontology, and investigative search. USE WHEN 'store this', 'remember this', 'add to knowledge', 'search my knowledge', 'what do I know about', 'find in knowledge base', 'save to memory', 'graphiti', 'knowledge graph', 'entity extraction', 'relationship mapping', 'semantic search', 'episode', 'install knowledge', 'setup knowledge system', 'configure knowledge graph', 'remote knowledge server', 'connect to knowledge', 'knowledge profile', knowledge capture, retrieval, synthesis, memory decay, decay scoring, lifecycle state, importance classification, stability classification, health metrics, run maintenance, permanent memory, soft-delete, 'investigate entity', 'find connections', 'graph traversal', 'threat hunting', 'list ontology', 'custom entity types', 'CTI entities', 'OSINT entities', 'import STIX', 'STIX bundle', 'threat intel import'.

Provides knowledge about Django 6.0 features and implementation patterns. Use when working with Django projects, when the user mentions Django features, or when implementing Django functionality that may have changed in version 6.0.

Automates the complete Blender build-go workflow, from building and packaging your extension/add-on to removing old versions, installing, enabling, and launching Blender for quick testing and iteration.

Manage Obsidian Daily Notes via obsidian-cli. Create and open daily notes, append entries (journals, logs, tasks, links), read past notes by date, and search vault content. Handles relative dates like "yesterday", "last Friday", "3 days ago".

Create supplementary materials attached to existing notes: experiments, meetings, reports, logs, conspectuses, practice sessions, annotations, AI outputs, links collections. Two-step process: (1) create aggregator space, (2) create concrete addition in base/additions/. INVOKE when user wants to attach any supplementary material to an existing note. Triggers: "addition", "create addition", "experiment", "meeting notes", "report", "conspectus", "log", "practice", "annotations", "links", "link collection", "аддишн", "конспект", "встреча", "отчёт", "эксперимент", "практика", "аннотации", "ссылки", "добавь к заметке".

Query and manage Observe using the Observe CLI. Use when the user wants to run OPAL queries, list datasets, manage objects, or interact with their Observe tenant from the command line.

AI agent that analyzes operational signals (metrics, logs, traces, alerts, SLO/SLI reports) from observability platforms (Prometheus, Datadog, New Relic, CloudWatch, Grafana, Elastic) and produces practical, risk-aware triage and recommendations. Use when reviewing system health, investigating performance issues, analyzing monitoring data, evaluating service reliability, or providing SRE analysis of operational metrics. Distinguishes between critical issues requiring action, items needing investigation, and informational observations requiring no action.

NVIDIA NIM inference microservices for deploying AI models with OpenAI-compatible APIs, self-hosted or cloud

Vectorized string manipulation using the char module and modern string alternatives, including cleaning and search operations. Triggers: string operations, numpy.char, text cleaning, substring search.