Skip to main content
Glama

skill_framework_apply

Read-onlyIdempotent

Apply a book's framework to any situation or text. Returns a structured worksheet with missing fields and agent instructions to guide analysis.

Instructions

Apply a book's named framework to a context (L3). Returns a structured worksheet with missing fields and agent instructions. Read-only (does not mutate library).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
book_idYesSkill id.
contextYesThe situation, design, or text to analyze.
framework_idYesFramework id.
field_values_jsonNoOptional JSON object of field name → string values, e.g. {"diagnosis":"..."}.{}

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already indicate readOnlyHint and idempotentHint. The description reinforces read-only behavior and adds details about the return value (structured worksheet, agent instructions), providing useful behavioral context beyond annotations.

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 three sentences, front-loaded with the key action and output. It is clear and avoids unnecessary words, though could possibly be slightly more concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 4 parameters (100% schema coverage), annotations, and output schema, the description adequately covers purpose, safety, and output. It does not explain the optional field_values_json usage, but the schema and output schema likely compensate.

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 description coverage is 100%, so the schema adequately documents all parameters. The description adds no additional meaning beyond the schema; baseline score of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool applies a named framework to a context (verb+resource), specifies the output (structured worksheet with missing fields and agent instructions), and notes the L3 level. This distinguishes it from sibling tools like skill_framework_list.

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?

Implicitly suggests usage context via 'Read-only (does not mutate library)' but does not explicitly state when to use this tool vs. alternatives or provide when-not-to-use guidance.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/kazimrmerchant/book-guide-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server