Files
windmill/system_prompts
Diego ImbertandClaude Opus 5 22b3e69c07 feat(datatables): put a data table's connection under Postgres roles
A data table backed by the instance database resolved to exactly one Postgres connection,
`custom_instance_user`, for everyone who could reach it at all. There was no way to say
this job reads, that one writes, this one never sees the salaries table.

A data table role is now a real Postgres login on the cluster, defined once for the
instance by a superadmin and named exactly as they named it. A script that declares
`-- role analytics` connects as `analytics`, and Postgres decides what it may touch —
grants are ordinary SQL. Windmill answers only "may this caller ask for this role", from
the tenant lists on the data table entry: `u/alice`, `g/analysts`, `f/finance` or `*`.
A data table with no `permissions` block behaves exactly as before.

Everything that opens a connection on someone's behalf goes through one chokepoint,
`get_datatable_resource_from_db`, which takes the identity explicitly and fails closed when
there is none. The role logs in as itself — never `SET ROLE`, which a script could
`RESET ROLE` its way out of.

A fork's data table entry becomes a pointer at the workspace that governs it rather than a
copy of it. The settings clone used to hand a fork a byte-identical entry naming the
parent's database, which a fork admin could edit to grant themselves `admin` there; a
pointer has nothing local to edit, and its tenants are evaluated as a member of the
governing workspace, by email. `permissions` is stripped from the workspace export and
ignored on import: tenants name principals of one workspace, and a settings push is not
where an access decision should be made.

Operations that see the whole database whatever the roles grant stay with the governing
workspace's admins: editing the roles, a migration that declares none, and opening a
replication stream for a Postgres trigger or capture.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012ti5HyeTikPMYyW8YSdiHR
2026-09-16 15:14:28 +02:00
..

System Prompts

This directory contains the single source of truth for AI system prompts used by both the frontend copilot and CLI guidance.

Structure

system_prompts/
├── base/              # Core instruction templates (manually written)
│   ├── flow-base.md   # Shared OpenFlow structure guidance
│   └── flow-cli.md    # CLI/local-agent workflow guidance for write-flow skill
├── languages/         # Language-specific instructions (manually written)
└── auto-generated/    # Auto-generated files (DO NOT EDIT)
    ├── sdks/          # SDK documentation
    ├── cli/           # CLI command documentation
    ├── prompts.ts     # TypeScript exports
    └── index.ts       # Helper functions

Usage

Regenerating Prompts

When SDK methods or the OpenFlow schema change, run:

python system_prompts/generate.py

To also refresh the standalone skills in a Claude plugin checkout:

python system_prompts/generate.py --plugin-dir ~/windmill-claude-plugin

--plugin-dir accepts:

  • the windmill-claude-plugin repo root
  • a plugin root such as plugins/windmill
  • a direct skills/ directory

To regenerate the public docs repo (consumed by context7):

python system_prompts/generate.py --context7-dir ~/windmill-cli-docs

--context7-dir writes a fully-rendered snapshot (AGENTS.md, cli-commands.md, skills/<name>/SKILL.md, README.md, manifest.json with the Windmill version) with all template placeholders resolved — suitable for ingestion by docs aggregators. In CI this runs from .github/workflows/publish-cli-docs.yml on every release tag. The generator refuses to wipe the target directory unless it's empty or has a context7 marker (context7.json, manifest.json, or a windmill-cli-docs git remote), so a typo can't delete unrelated files.

This will:

  1. Parse TypeScript and Python SDK files to extract function signatures
  2. Parse the OpenFlow YAML schema
  3. Parse the CLI commands
  4. Assemble complete prompts from markdown files
  5. Generate TypeScript exports in auto-generated/
  6. Optionally refresh plugin-ready standalone SKILL.md files in the target directory

Scope

These system prompts contain ONLY:

  • How to write Windmill scripts (language syntax, conventions, SDK usage)
  • How to structure Windmill flows (OpenFlow schema, module types, data flow)
  • Resource type handling, S3 operations

They DO NOT contain:

  • Tool usage instructions (edit_code, set_flow_json, etc.)
  • IDE/editor specific commands
  • Testing tool invocations

Tool instructions are added separately by the frontend and CLI.

CLI-only workflow instructions live in base/flow-cli.md and are included in the generated write-flow skill for wmill init. They are intentionally excluded from the frontend flow chat prompt.

Integration

Frontend

Uses Vite path alias $system_prompts pointing to auto-generated/:

import { FLOW_GUIDANCE } from "$system_prompts/flow";
import { getLangContext } from "$system_prompts/languages";

CLI

Generates /cli/src/guidance/skills.gen.ts with embedded skill content for wmill init.

Editing Guidelines

  • Edit markdown files in base/, languages/
  • Never edit files in auto-generated/ directly
  • After editing, run generate.py to update exports