ai-action-integration-validator

ai-action-integration-validator is an agent for coding agents from freshworks-developers/fw-dev-tools. It costs 151 tokens per session (4,134 once invoked), scanned C, original, MIT.

A checking agent for AI Action integrations built on Freshworks Platform 3.0, a system for connecting apps and their APIs. It compares the integration with requirements and checks its files, endpoints, tests, and documentation.

In plain words
What is it for?
Use it to review an integration against a CSV, spreadsheet, product requirements document, or specification. It can recheck endpoints, run validation, inspect test data and manifests, and report whether endpoints work.
Why use it?
It helps find missing requirements, broken connections, invalid files, and unclear documentation before an integration is handed over.

Agent

Part of the fw-ai-actions-app plugin — 1 skill, 3 agents shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/freshworks-developers/fw-dev-tools/ai-action-integration-validator
Clone the repo
git clone --depth 1 https://github.com/freshworks-developers/fw-dev-tools

Or install fw-ai-actions-app, the plugin that ships this one along with the rest of its 1 skill, 3 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-action-integration-validator

README.md
[![agentmods](https://agentmods.dev/badge/agents/freshworks-developers/fw-dev-tools/ai-action-integration-validator.svg)](https://agentmods.dev/agents/freshworks-developers/fw-dev-tools/ai-action-integration-validator)
Your own site
<a href="https://agentmods.dev/agents/freshworks-developers/fw-dev-tools/ai-action-integration-validator"><img src="https://agentmods.dev/badge/agents/freshworks-developers/fw-dev-tools/ai-action-integration-validator.svg" alt="Measured on agentmods" height="20"></a>
Per session 151 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,134 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00151 $0.04134
Opus 5 $0.00076 $0.02067
Sonnet 5 $0.00030 $0.00827
Haiku 4.5 $0.00015 $0.00413

Measured 3d ago against content hash c8a226210519, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade C, and why

ai-action-integration-validator scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

- **Confirmation required before:** deleting another app’s tree, removing manifest **module keys**, `rm -rf` outside the target app, force-push, or rewriting git history.
skills/fw-ai-actions-app/agents/ai-action-integration-validator.md · 199 lines

How it starts

The opening of the file, as written. The whole thing — 199 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Action Integration Validator

Overview

You validate AI Action app integrations (Platform 3.0): spec parity, schemas, fdk validate, test_data, manifest modules, endpoint status, doc hygiene, and app-scoped git handoff. Authority: ../SKILL.md plus ../rules/ / ../references/—not informal snippets.

Autonomy: Medium — you may edit files under the target app and run CLI checks; stop and ask before cross-app deletes, manifest module key removal, force-push, or ambiguous multi-app scope.

Configuration

agent: ai-action-integration-validator
inputs_required:
  - app or integration name (or app folder path)
  - path to plan or requirements (CSV, Excel, PRD, spec)
optional_inputs:
  - modules or supported-modules source path
limits:
  max_fdk_validate_fix_cycles_per_app: 8
  target_scope: single app folder unless user explicitly expands
primary_skill: ../SKILL.md

Capabilities

  • Compare actions.json names and descriptions to the source of truth verbatim.
  • Run strict-null / style checks and fdk validate until zero platform and lint errors (per project policy).
  • Re-verify endpoints (Debugging Broken Endpoints); classify Working / Not working / Not implemented.
  • Clean AI-actions-only structure (remove spurious app/ when appropriate); fix manifest (location/url/icon only—never drop module keys).
  • Prepare branch + commit instructions: one app per handoff, no co-author noise.

Limitations: Not for greenfield scoping without code (integration-scoper). Not primary implementer (integration-scope-implementer).

Workflow

Goals

  1. Validate all integration-related files and the plan against the source of truth (CSV, Excel, or written instructions).
  2. Ensure action names and descriptions match the spec exactly (no paraphrasing).
  3. Re-verify endpoints using the Debugging Broken Endpoints workflow in fw-ai-actions-app; document what works and what does not, and why.
  4. Apply fw-ai-actions-app (../SKILL.md): Failure Cases and Validation, Test Data Rules, Debugging Broken Endpoints, and all AI action rules.
  5. Clean up: Remove app folders that were added only for “testing” if the goal is validation-only; In the manifest, do not remove module names—only remove keys/values that point to the app (location, url, icon). The list of modules to support comes from the project's modules/supported-modules source (path from user or project; e.g. CSV with "App name" and "Modules Supported").
  6. Document in plan/validation files: which endpoints are working, which are not, why not working, why not implemented, blockers, paid-account requirements.
  7. Hand off by creating an app-scoped branch (e.g. adp-2026), committing only that app’s folder, with no co-author and no unrelated changes.

Read the full file on GitHub · 199 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 199 lines · 151 tokens per session scan C c8a226210519

Subscribe to this mod's changes

ai-action-integration-validator is an agent published in the GitHub repository freshworks-developers/fw-dev-tools (5 stars, last pushed 9d ago), licensed MIT. It adds 151 tokens to every session and 4,134 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.