Ingest
Point it at a directory or a .zip. It walks the tree,
ignores node_modules, .git and build output,
and refuses binaries.
$ krowforge load /project scanned 412 files in 1.2s root = /project
KrowForge indexes a repository, maps its architecture, surfaces its risks, and designs the change before a single line is rewritten. With v3, you can open a static site inside the platform, click a button, edit it visually — and the underlying files update to match.
Point it at a directory or a .zip. It walks the tree,
ignores node_modules, .git and build output,
and refuses binaries.
$ krowforge load /project scanned 412 files in 1.2s root = /project
Classifies every path — routing, services, database, auth, frontend, config, deploy — and extracts classes, functions and routes as a lightweight symbol index.
classes 93 functions 127 routes 16 exports 42
Dependencies, entry points, TODOs, likely secrets, oversized files and auth hotspots — all in one overview, none of it hidden behind a chat bubble.
high Possible AWS key config/prod.py:18 medium DEBUG = True app.py:11 low TODO markers 12 files
Describe a task. Get intent, risk, affected files, edge cases, and a readable draft of the proposed patch to review before opening an editor.
task "add password reset via email" intent auth risk critical files auth.py · mail.py · templates/
Load a site. See it render inside KrowForge. Click a button.
Change its color, padding, text. Hit save. The real
.html and .css files update to match —
no redesign, no surprise edits.
Mutation only happens on an explicit Save. Everything else is read.
| Execute shell commands | No subprocess, no system calls from user input. |
|---|---|
| Write outside the workspace | Every join goes through path_guard. |
| Follow symlinks out of scope | Scoped to the active root. |
| Load binaries or oversized files | Binary detection and size caps enforced. |
| Redesign on its own | Intent Lock keeps the agent to your explicit edits. |
| Invent a plan without context | The planner tells you when it is guessing. |