context-manager

Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.

1.00x

Quality

Does it follow best practices?

Impact

99%

1.00x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

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npx tessl skill review --optimize ./skills/context-manager/SKILL.md

Evaluation results

100%

Enterprise Contract Intelligence: Document Search System

RAG vector search design

Criteria

Without context

With context

Named vector DB

100%

Hybrid search

100%

Chunking with overlap

100%

Multi-modal embeddings

100%

Relevance scoring

100%

Freshness/staleness detection

100%

Cost optimization

100%

Response approach steps

100%

Actionable plan steps

100%

Vector DB rationale

100%

Persistent Memory for a Long-Running AI Customer Support Agent

Hierarchical memory architecture

Criteria

Without context

With context

Episodic memory layer

100%

Semantic memory layer

100%

Working memory layer

100%

Memory consolidation strategy

100%

Forgetting strategy

100%

Context compression

100%

Token budget management

100%

Memory versioning

100%

Retrieval pseudocode layers

100%

Actionable retrieval steps

100%

98%

-1%

Coordinating Context Across a Multi-Agent Insurance Claims Pipeline

Multi-agent context handoff

Criteria

Without context

With context

Handoff protocol

100%

Conflict resolution mechanism

100%

Multi-tenant isolation

100%

Staleness detection

100%

Handoff schema artifact

100%

Schema has agent metadata

100%

Schema has version/timestamp

100%

Schema has tenant scoping

100%

Actionable design steps

100%

Agent routing addressed

87%

75%

Repository: sickn33/antigravity-awesome-skills
Commit: 6a07b83

Evaluated: 28 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Enterprise Contract Intelligence: Document Search System Persistent Memory for a Long-Running AI Customer Support Agent Coordinating Context Across a Multi-Agent Insurance Claims Pipeline

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