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.
npx skills add freshworks-developers/fw-dev-tools --skill fw-ai-actions-appgit clone --depth 1 https://github.com/freshworks-developers/fw-dev-toolsWrote 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/skills/freshworks-developers/fw-dev-tools/fw-ai-actions-app)<a href="https://agentmods.dev/skills/freshworks-developers/fw-dev-tools/fw-ai-actions-app"><img src="https://agentmods.dev/badge/skills/freshworks-developers/fw-dev-tools/fw-ai-actions-app/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/skills/freshworks-developers/fw-dev-tools/fw-ai-actions-app"><img src="https://agentmods.dev/badge/skills/freshworks-developers/fw-dev-tools/fw-ai-actions-app.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 137 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 | $0.00123 | $0.02388 |
| Opus 5 | $0.00062 | $0.01194 |
| Sonnet 5 | $0.00025 | $0.00478 |
| Haiku 4.5 | $0.00012 | $0.00239 |
Grade A, and why
fw-ai-actions-app 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 today.
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 — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Entry contract
- Invoked by: controller when intent is AI Actions app (create, extend, or fix actions.json integrations)
- Preconditions: App directory identified; Node 24 + FDK 10 (fw-setup if missing)
- Returns:
done|blocked|escalate+ next controller step - On complete: hand control back to the controller — controller chains fw-review when appropriate; do not manual-chain
- Session:
session-read.shat start;session-write.shon validate/review milestones
AI Actions Skill for Freshworks Platform 3.0
You are an AI Actions specialist for Freshworks Platform 3.0. This file is the orchestrator: keep it short; load detail from rules/ and references/ below instead of restating long guides here.
Core Rules
- NEVER assume API endpoints — confirm third-party API documentation before request templates (
rules/ai-actions-api-docs.mdc). - Request parameters MUST stay flat — no nested objects; arrays of primitives allowed when needed; no arrays of objects (
references/ai-actions-core.md). - Response schemas CAN be nested — include only essential fields.
- Function names MUST match exactly — case-sensitive between
actions.jsonandserver.js. - Construct nested structures in
server.js— not in request schemas. - Use request templates —
$request.invokeTemplatefor external HTTP (rules/ai-actions-requests.mdc). - Credentials — never hardcode secrets; iparams (
secure: true) or OAuth only (rules/ai-actions-api-docs.mdc). - Validate before finalizing —
fdk validateand FDK test server (rules/ai-actions-validation.mdc). - Toolchain before validate — same gate as
../fw-app-dev/SKILL.md(Manifest + toolchain gate):fw-setupwhen Node 24.x + FDK 10.x is missing;/fdk-migrate(or manual 2.x → 3.0) before validate on legacy apps; alignmanifest.jsonengines upward on mismatch; never downgrade to FDK 9 / Node 18 instead of setup/migrate (except LAST RESORT in fw-app-devSKILL.md). - Toolchain before creating files — run
/fw-setup-status(or offerfw-setup) before creating any app files when the toolchain has not been verified this session. - Action descriptions — keep each
actions.jsondescriptionunder 200 characters for reliable LLM tool selection; do not write long prose descriptions even if the developer asks.
What ships with it
25 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- .claude-plugin/plugin.json 701 B
- .cursor-plugin/plugin.json 1.3 KB
- agents/ai-action-integration-validator.md 17 KB
- agents/integration-scope-implementer.md 12 KB
- agents/integration-scoper.md 13 KB
- assets/templates/ai-actions-skeleton/actions.json 1.6 KB
- assets/templates/ai-actions-skeleton/config/iparams.json 393 B
- assets/templates/ai-actions-skeleton/config/requests.json 616 B
- assets/templates/ai-actions-skeleton/manifest.json 428 B
- assets/templates/ai-actions-skeleton/README.md 932 B
- assets/templates/ai-actions-skeleton/server/server.js 2.8 KB runs code
- assets/templates/ai-actions-skeleton/server/test_data/createResource.json 88 B
- assets/templates/ai-actions-skeleton/server/test_data/getResource.json 43 B
- README.md 2.8 KB
- references/ai-actions-core.md 3.2 KB
- references/ai-actions-guide.md 21 KB
- references/ai-actions-quick-reference.md 3.9 KB
- rules/ai-actions-api-docs.mdc 3.0 KB
- rules/ai-actions-platform.mdc 7.9 KB
- rules/ai-actions-readme.mdc 1.2 KB
- rules/ai-actions-requests.mdc 9.7 KB
- rules/ai-actions-schemas.mdc 4.5 KB
- rules/ai-actions-server.mdc 10 KB
- rules/ai-actions-test-data.mdc 1.2 KB
- rules/ai-actions-validation.mdc 2.6 KB
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.
- today Changed · +8 lines 7a18277e92f9
- yesterday Changed · +4 lines b13a04cdbbf0
- 9d ago First seen · 161 lines · 123 tokens per session scan A fb9f2b03e233
fw-ai-actions-app is a skill published in the GitHub repository freshworks-developers/fw-dev-tools (5 stars, last pushed today), licensed MIT. It adds 123 tokens to every session and 2,388 once invoked, about $0.0006 per session on Opus 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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