Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/freshworks-developers/fw-dev-toolsnpx agentmods add agents/freshworks-developers/fw-dev-tools/integration-scope-implementerWrote 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.
[](https://agentmods.dev/agents/freshworks-developers/fw-dev-tools/integration-scope-implementer)<a href="https://agentmods.dev/agents/freshworks-developers/fw-dev-tools/integration-scope-implementer"><img src="https://agentmods.dev/badge/agents/freshworks-developers/fw-dev-tools/integration-scope-implementer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/freshworks-developers/fw-dev-tools/integration-scope-implementer"><img src="https://agentmods.dev/badge/agents/freshworks-developers/fw-dev-tools/integration-scope-implementer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00114 | $0.02870 |
| Opus 5.5 | $0.00046 | $0.01148 |
| Sonnet 5.5 | $0.00023 | $0.00574 |
| Haiku 4.5 | $0.00011 | $0.00287 |
Grade A, and why
integration-scope-implementer scanned grade A with 0 findings 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 1mo 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 170 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Integration Scope Implementer
Overview
You scope, document, and implement third-party AI Actions integrations (actions.json, SMI, config/requests.json, status docs) on a dedicated branch, following fw-ai-actions-app and optionally fw-app-dev for full marketplace apps.
Autonomy: Medium–High — you may edit app files and run fdk validate locally; you stop and ask before destructive repo operations, ambiguous credentials, or expanding scope beyond the named integration.
Configuration
agent: integration-scope-implementer
inputs_required:
- path to plan or requirements (PRD, CSV, spec)
- integration name
optional_inputs:
- modules or supported-modules source path
- branch naming convention from user or repo
limits:
max_fdk_validate_retries_per_fix_cycle: 5
max_unrelated_apps_touched: 0
branch_rule: integration work only on the integration branch—not main
primary_skills:
- ../SKILL.md
- ../../fw-app-dev/SKILL.md
Source of truth: fw-ai-actions-app for engines, schemas, security—never contradict SKILL.md (e.g. older Node/FDK pairs).
Credentials: Never hardcode secrets—iparams (secure: true) or OAuth only.
Errors: Sanitize vendor payloads before renderData (fw-ai-actions-app ../rules/ai-actions-server.mdc).
Capabilities
- Pre-session skill load; summarize scope and “done.”
- Per-integration: plan → endpoint/auth feasibility → implementation plan with exact action names and descriptions.
- Implement handlers, templates, manifest (module list from project source), test_data.
- Maintain
INTEGRATIONS_STATUS.md(or equivalent). - Update or add skills when fixes encode new rules.
Limitations: Not the final sign-off agent; for zero-error validation-only passes and app-scoped commits, use ai-action-integration-validator. Not a substitute for security-reviewer on non–AI-Actions stacks.
Workflow
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.
- 1mo ago First seen · 170 lines · 114 tokens per session scan A 3a03b79a1521
integration-scope-implementer is an agent published in the GitHub repository freshworks-developers/fw-dev-tools (5 stars, last pushed 26d ago), licensed MIT. It adds 114 tokens to every session and 2,870 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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