Skip to main content
Glama

thincms_re_analyze_review_sentiment

Re-run sentiment analysis on a single review or all site reviews after changing the AI provider. Updates sentiment fields without altering post status.

Instructions

Re-run sentiment analysis for a single review (id) or all reviews on the site (all=true). Useful after switching the AI provider in Settings. Does NOT change postStatus — only sentiment fields. Admin-only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNoReview ID. Omit when using all=true.
allNoRe-analyse every review on the site (capped at 500).
siteIdNoOverride the active site for this single call. Pass to target a specific tenant without mutating shared active-site state — the right pattern when running concurrent agent sessions managing different tenants. Must match a siteId from your THINCMS_SITES config (use thincms_list_sites to inspect). When omitted, the call uses the active site set by thincms_switch_site.
confirmProductionWriteNoAcknowledge that this call may write to a configured production site (THINCMS_PRODUCTION_SITE_IDS env var). Required for any POST/PUT/PATCH/DELETE against a production-listed site; ignored otherwise. The error message lists which site triggered the requirement and recommends thincms_snapshot before any production write.
Behavior4/5

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

With no annotations, the description carries full burden. It states the tool does NOT change postStatus and only updates sentiment fields, which is key behavioral information. It also notes admin-only. However, it does not explicitly state that it performs a write operation or disclose potential side effects like rate limits or conflicts if both 'id' and 'all' are provided.

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?

The description is three concise sentences. The first sentence states the purpose, the second provides a use case, and the third clarifies side effects and access. No unnecessary words, and front-loaded with the core action.

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 output schema, the description covers essential behavioral aspects and parameters. It lacks explanation of return values or errors, but the tool is straightforward. Overall, it is fairly complete for its 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 description coverage is 100%, and the description does not add new parameter-specific meaning beyond what the schema already provides. The baseline of 3 is appropriate since the schema adequately documents all parameters.

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 it re-runs sentiment analysis for a single review or all reviews, with specific verb 're-run' and resource 'review sentiment'. It distinguishes from siblings like thincms_publish_review, thincms_sync_reviews, etc., by focusing solely on sentiment re-analysis.

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?

It explicitly says 'Useful after switching the AI provider in Settings', providing a specific context. It also notes 'Admin-only' for access. However, it does not explicitly mention when not to use it or alternative tools for similar tasks (e.g., thincms_sync_reviews).

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/pmccarroll-fuel/thincms-mcp'

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