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 agentmods add skills/pipefy/ai-toolkit/pipefy-automationsnpx skills add pipefy/ai-toolkit --skill pipefy-automationsgit clone --depth 1 https://github.com/pipefy/ai-toolkitWrote 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/pipefy/ai-toolkit/pipefy-automations)<a href="https://agentmods.dev/skills/pipefy/ai-toolkit/pipefy-automations"><img src="https://agentmods.dev/badge/skills/pipefy/ai-toolkit/pipefy-automations.svg" alt="Measured on agentmods" 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 | $0.00060 | $0.05350 |
| Opus 5 | $0.00030 | $0.02675 |
| Sonnet 5 | $0.00012 | $0.01070 |
| Haiku 4.5 | $0.00006 | $0.00535 |
Grade A, and why
pipefy-automations 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 6d 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 — 286 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automations
Traditional automations (if/then rules), AI automations (prompt-driven), task automations, and simulation. 16 MCP tools.
For AI agents (conversational agents with behaviors), see skills/ai-agents/pipefy-ai-agents/SKILL.md.
Traditional automations (rules engine)
| Tool (MCP) | CLI | Purpose |
|---|---|---|
get_automations |
pipefy automation list |
List all automations for a pipe. |
get_automation |
pipefy automation get |
Single automation with full rule config — returns event_params and action_params (including aiParams for AI rules). |
create_automation |
pipefy automation create |
Create an if/then rule. active defaults to true. First-class typed condition (see Conditions); other fields via extra_input. |
update_automation |
pipefy automation update |
Patch a rule: first-class typed condition (see Conditions) and/or extra_input. |
delete_automation |
pipefy automation delete |
(Two-step destructive)[^mcp-confirm] |
simulate_automation |
pipefy automation simulate |
AI-only dry-run (generate_with_ai action). |
get_automation_events |
pipefy automation events list |
Available trigger events. |
get_automation_event_attributes |
pipefy automation event-attributes |
Official field_map.value event-attribute tokens. |
get_automation_actions |
pipefy automation actions list |
Available action types for a pipe. |
create_send_task_automation |
pipefy automation send-task create |
Shortcut for send-a-task rules. |
Logs, usage, and job exports for automations live in skills/observability/pipefy-observability/SKILL.md (get_automation_logs, get_automation_logs_by_repo, get_automations_usage, export_automation_jobs, and related tools).
AI automations (prompt-driven)
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.
- 6d ago First seen · 286 lines · 60 tokens per session scan A 5440730045fe
pipefy-automations is a skill published in the GitHub repository pipefy/ai-toolkit (45 stars, last pushed yesterday), licensed Apache-2.0. It adds 60 tokens to every session and 5,350 once invoked, about $0.0003 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 2026-08-30.
Other skills, from other repositories
frontmcp-deployment
Use when deploying, building for production, packaging, or shipping a FrontMCP server. Covers build targets (node, cli SEA binary, browser, embeddable SDK, mcpb archive for Claude Desktop, serverless) and deploying to Vercel (with Vercel KV), AWS Lambda (API Gateway, SAM, CDK), Cloudflare Workers (KV, D1, Durable…
doris-debug-tablet
Use for Doris tablet/replica health, version skew, clone backlog, disk balance, and tablet repair. Commands: SHOW PROC tablethealth, SHOW TABLET, ADMIN REPAIR.
wjx-survey-ppt
将问卷星问卷的回收数据自动生成为可演示的 PPT 报告。Use when the user mentions: 问卷报告/问卷PPT/问卷分析报告/调查报告/满意度报告/NPS报告/把问卷做成PPT/导出PPT/生成幻灯片 — or asks to convert a survey result into a slide deck. 与 wjx-cli-use 配合：先用 wjx-cli 拉取问卷结构与答卷数据，再调 ppt-master-survey 渲染引擎生成 .pptx 文件，全程不需要用户手动导出数据。.
wjx-mcp-use
Guide for using wjx-mcp-server MCP tools to interact with the Wenjuanxing (问卷星) platform. Use when the user mentions: 问卷, 调查, 收集, 表单, 投票, 考试, 测评, 满意度, NPS, 问卷星, wjx, survey, questionnaire — or wants to create surveys, query responses, analyze data, manage contacts, or generate SSO links via MCP protocol. Tool…
hashiiiii-issues
Use this skill to create or edit GitHub issues with a consistent body structure.
epismo
Use Epismo to find, inspect, star, author, version, share, and improve reusable Playbooks; start and coordinate Cases, Tasks, Records, assignments, reviews, and handoffs; and manage durable work context through the available Epismo MCP or CLI surface. Trigger for workflow discovery or authoring, real-work…