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generate_deep_synthesis

Initiates a three-phase hierarchical deep synthesis monograph by reusing Phase 1 summaries from a completed parent cluster report, with configurable batch size for Phase 2 archetype clusters.

Instructions

Initiate a 3-Phase Hierarchical Deep Synthesis monograph, reusing Phase 1 summaries from a completed parent report.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "report_id": "<report_id>"
    },
    "name": "generate_deep_synthesis"
  }
}

Input Schema

NameRequiredDescriptionDefault
report_idYesParent Cluster Report ID
batch_sizeNoBatch size of archetype clusters to synthesize in Phase 2 (default: 5)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are supplied, so the description carries the full behavioral burden. "Initiate" strongly suggests an asynchronous/long-running job, yet the description never says whether a job ID is returned, whether progress is polled via get_job_status, how long it takes, what it costs, or whether re-invoking on the same report_id duplicates work. Only the parent-report completion precondition is disclosed.

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?

A single front-loaded sentence with no filler, and the core action plus precondition are stated first. It is dense with internal jargon ("3-Phase Hierarchical Deep Synthesis") that is never unpacked, which costs a little clarity but no words are wasted.

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?

For an unannotated, no-output-schema, multi-phase generation tool, the definition leaves major agent-facing questions open: is it async, what does it return, what are the three phases, what preconditions beyond report completion exist. With no annotations and no output schema to compensate, the one-sentence description is too thin relative to the tool's complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and both parameters (report_id, batch_size) are documented in the schema including default and bounds, so the baseline is 3. The description adds only that report_id must reference a completed parent report and that Phase 1 summaries are reused; it says nothing additional about how batch_size shapes Phase 2 beyond the schema's own wording.

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?

States a specific verb ("Initiate") and a specific artifact ("3-Phase Hierarchical Deep Synthesis monograph"), plus the key precondition that Phase 1 summaries come from a completed parent report. It does not, however, differentiate itself from plausible siblings such as create_cluster_report or get_report_summary, leaving the agent to infer boundaries from name alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase "reusing Phase 1 summaries from a completed parent report" implies a prerequisite (a parent report must already be completed) and hints that this is a downstream step after report creation. But there is no explicit when-to-use/when-not guidance, no mention of alternatives for a shallower synthesis, and no statement of what happens if the parent report is not complete.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.