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 pipefy/ai-toolkit --skill pipefy-pipes-and-cardsgit 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-pipes-and-cards)<a href="https://agentmods.dev/skills/pipefy/ai-toolkit/pipefy-pipes-and-cards"><img src="https://agentmods.dev/badge/skills/pipefy/ai-toolkit/pipefy-pipes-and-cards/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/pipefy/ai-toolkit/pipefy-pipes-and-cards"><img src="https://agentmods.dev/badge/skills/pipefy/ai-toolkit/pipefy-pipes-and-cards.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00074 | $0.04087 |
| Opus 5 | $0.00037 | $0.02044 |
| Sonnet 5 | $0.00015 | $0.00817 |
| Haiku 4.5 | $0.00007 | $0.00409 |
Grade A, and why
pipefy-pipes-and-cards 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 12d 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 — 249 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pipes & Cards
Read, create, update, and delete pipes, phases, phase fields, labels, cards, attachments, and field conditions. 40 MCP tools.
Cross-cutting patterns
- Field types are not validated locally — use
introspect_type(e.g., onCreatePhaseFieldInput) for allowed values. - Most write tools support
debug=trueon errors (returns GraphQL codes +correlation_id). extra_inputmerges extra API keys (camelCase); keys that duplicate primary arguments are ignored.- Phase connections are UI-only. Creating or reordering phases does not wire Phase Connections /
allowed_phases. Configure edges in the Pipefy UI; useget_phase_allowed_move_targetsbefore moves. The API cannot add transition edges. - Verify-after-write. After create/update, re-read with the matching get tool (
get_pipe,get_card,get_phase_fields, etc.) before reporting success. Do not treat the write response alone as proof. - Destructive MCP deletes are two-step: the preview includes
confirmation_token; echo it withconfirm=trueon the second call. CLI uses--yes.
Pipe operations
| Tool (MCP) | CLI | Read-only | Purpose |
|---|---|---|---|
get_pipe |
pipefy pipe get <id> |
Yes | Fetch pipe metadata including phases and fields. |
search_pipes |
pipefy pipe list |
Yes | Search by name pattern. |
create_pipe |
pipefy pipe create |
No | Create a new pipe in the org. |
update_pipe |
pipefy pipe update <id> |
No | Rename or change pipe settings. |
delete_pipe |
pipefy pipe delete <id> |
No | Two-step destructive. |
clone_pipe |
pipefy pipe clone <id> |
No | Clone an existing pipe. |
get_pipe_members |
pipefy member list --pipe <id> |
Yes | List members of a pipe. |
Steps — create a pipe with phases
-
Create the pipe:
MCP:
create_pipe name="Customer Onboarding" organization_id=123CLI:
pipefy pipe create --name "Customer Onboarding" --org 123 -
Add phases — call
create_phasefor each phase (see Phase section below). Omitindexto append after existing workflow phases, or pass a 1-basedindexto insert among phases returned byget_pipe. Prefer1or higher;index: 0creates a phase that does not appear inget_pipe'sphaseslist.indexonly controls order — it does not wire Phase Connections /allowed_phases(configure those in the Pipefy UI; useget_phase_allowed_move_targetsbefore moves).
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.
- 12d ago First seen · 249 lines · 74 tokens per session scan A 2c76c1db9edf
pipefy-pipes-and-cards is a skill published in the GitHub repository pipefy/ai-toolkit (46 stars, last pushed today), licensed Apache-2.0. It adds 74 tokens to every session and 4,087 once invoked, about $0.0004 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.
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