gap_analysis
Cross-oracle gap analysis: compliance, testing, policies, training.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| entity_id | No |
conductor
Schema Changelog
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
- First observed
TDQS
C2.3/5.0
Behavior2/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, and the description only states the tool performs a 'gap analysis'. It does not disclose whether the operation is read-only, destructive, or what side effects or prerequisites exist.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness4/5
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single sentence with a colon and list, making it concise. However, it could be more structured to aid comprehension without being verbose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness2/5
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the lack of annotations, output schema, and parameter explanations, plus the presence of many similar sibling tools, the description is insufficient. It does not clarify scope, return values, or how 'entity_id' affects results.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters1/5
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% and the description does not mention the 'entity_id' parameter. No additional meaning is provided beyond the schema's minimal structure.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose3/5
Does the description clearly state what the tool does and how it differs from similar tools?
The description mentions 'cross-oracle gap analysis' and lists compliance, testing, policies, training. It conveys a general purpose but is vague and does not differentiate from siblings like 'full_assessment', 'health_check', or 'nca_readiness'.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus its siblings. The list of similar tools (e.g., 'full_assessment', 'health_check') suggests a need for discrimination, but the description offers none.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
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TDQS
B3.2/5.0
Disambiguation4/5
Most tools have distinct purposes, but health_check, oracle_status, and readiness_dashboard overlap in providing health/status information, which could cause confusion for an agent. The descriptions help differentiate their scope (e.g., oracle_status for 16 DORA oracles, readiness_dashboard for 23 oracles + tool count).
Naming Consistency5/5
All tool names use consistent snake_case, lowercase format, and follow a predictable verb_noun or noun_noun pattern (e.g., board_briefing, react_to_event, onboard_entity). No mixed conventions or irregular naming.
Tool Count5/5
16 tools is appropriate for a DORA compliance and monitoring server covering onboarding, health checks, assessments, gap analysis, remediation, event reactions, and workflows. Each tool has a defined role, and the count is well-scoped for the domain.
Completeness4/5
The tool set covers core compliance workflows: onboarding, assessments, health status, gap analysis, remediation planning, event reaction, and syncing. Minor gaps exist, such as lacking a tool to manually update individual compliance items, but the workflow and sync tools compensate. Overall, the coverage is strong.