Contextual reasoning and knowledge retrieval system that indexes documents, provides semantic search capabilities, analyzes meeting transcripts, tracks decision history, and builds knowledge graphs for intelligent information retrieval and contextual insights.
SkillScore100Maintained
Automatic
◆Knowledge Management pack
Last verified 8/4/2026
What it changes
Passed 22 of 22 test cases with the skill, and 7 of 22 without it.
Without skill32%
With skill100%
Checks it passed that the model alone missed
States max size is 1GB
States keyword_weight is 0.4
Includes the --recursive flag
and 22 more in the full report
15 fixed7 passed either way0 still failing0 broke
Pass-rate lift
+68 pp
Tokens
+353%
Agent turns
0%
Response time
-60%
Model gemini-3.6-flashMeasured 8/4/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 15
Prompt
List the four field names that are strictly required when recording a decision entry in the decision tracking system.
What was checked, without and with the skill
Checked
Without skill
With skill
Lists title, description, decision_maker, and date
Missed
Passed
case-12 · gemini-3.6-flash · 8/4/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md853 linessingle file
Knowledge Base Server Skill
Overview
The Knowledge Base Server skill provides comprehensive contextual reasoning and knowledge retrieval capabilities. It indexes documents, performs semantic search, analyzes meeting transcripts, tracks decision history, and builds knowledge graphs to provide intelligent information retrieval and contextual insights.
Capabilities
Core Functions
Document Indexing: Indexes and processes various document types for retrieval
Semantic Search: Performs intelligent search using embeddings and similarity matching
Meeting Transcript Analysis: Extracts decisions, action items, and insights from transcripts
Decision History Tracking: Maintains searchable database of organizational decisions
Knowledge Graph Construction: Builds and queries relationship graphs between entities
Contextual Information Retrieval: Provides context-aware information for topics
Supported Document Types
Runbooks: Technical procedures and troubleshooting guides
Meeting Transcripts: Meeting records and discussions
Decision Records: Formal decision documentation
Policies: Organizational policies and procedures
Technical Documentation: Architecture docs, API docs, and technical specifications
Search Capabilities
Semantic Search: Vector-based similarity matching
Keyword Search: Traditional text-based search
Hybrid Search: Combined semantic and keyword approaches
Contextual Search: Search with additional context and filters
Relationship-based Search: Search using knowledge graph relationships
Usage
Document Indexing
# Index a single document
skill invoke knowledge-base index-document --document-path docs/runbook.md --document-type runbook
Manages infrastructure changes with approval workflows, rollback capabilities, and compliance tracking across cloud environments. Use when implementing controlled deployments, managing configuration changes, or ensuring change governance.