Skip to main content
Glama

get_next_action

Retrieves the current goal and unresolved failures each turn, or returns STOP, ESCALATE, or DONE to control the agent loop.

Instructions

Agent calls this each turn. Enforces pacing + caps. Returns the goal and what still fails (NOT a prescribed step), or STOP / ESCALATE / DONE.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

With no annotations, the description discloses key behaviors: enforces pacing and caps, returns goal and failures or special signals (STOP/ESCALATE/DONE). It does not detail side effects but is sufficient for a read-like tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences, front-loaded with 'Agent calls this each turn', no redundant information. Every sentence adds value.

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 no parameters or output schema, the description adequately covers the return types and basic behavior. It could elaborate on pacing/caps, but it's sufficient for a simple tool.

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

Parameters4/5

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

The tool has no parameters, so the description does not need to add parameter meaning. Baseline score of 4 is appropriate.

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's purpose: 'Agent calls this each turn' to get the next action, returning goal, failures, or special stop signals. It distinguishes from sibling tools by specifying its role as the main loop driver.

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

Usage Guidelines4/5

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

The description explicitly says 'Agent calls this each turn', indicating it is the primary tool for turn-by-turn decision making. It does not mention when not to use it or alternatives, but the context is clear.

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/ShreyasBidwai/AI_Loop_MCP'

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