plan_remediation
Given current gaps, generate prioritized remediation plan with actions, oracles, urgency, deadlines.
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
C2.4/5.0
Behavior2/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations provided, so description carries full burden. It does not disclose whether the tool modifies state, requires permissions, or has any side effects. The behavior beyond generation is opaque.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness3/5
Is the description appropriately sized, front-loaded, and free of redundancy?
Single sentence, no waste, but lacks structure. Could benefit from separating input, process, and output details.
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?
Despite simple tool with one parameter, description fails to explain the output format, required inputs, or how the plan is generated. Incomplete for reliable use.
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?
The only parameter 'entity_id' has 0% schema documentation and the description does not explain what it represents or how to use it. No added meaning beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose4/5
Does the description clearly state what the tool does and how it differs from similar tools?
Description clearly states it generates a prioritized remediation plan with actions, oracles, urgency, deadlines. It distinguishes from sibling gap_analysis by focusing on planning rather than identification.
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 on when to use this tool versus alternatives like gap_analysis or health_check. It is implied that gaps exist, but prerequisites or context are not specified.
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.