Agent skill · Audited from source
Sketch From Image
skill · ghbalf/freecad-aiLGPL-2.1 licenceAudited 19 Oct 2026 · source 24034f36bad7
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 24034f36bad7 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Extract 2D geometry from an attached image and create a FreeCAD sketch from it.
Cite
Cite this page
ModelsAtlas. “Sketch From Image (ghbalf/freecad-ai)”. Retrieved 19 Oct 2026. https://modelsatlas.com/skills/ghbalf/sketch-from-image
Trust audit
Audit 0.4.1 · source read 19 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 24034f36bad7 · 19 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherghbalf GitHub userOwner of the repository this skill is read from
- Source folderghbalf/freecad-ai/skills/sketch-from-imageThe exact folder we audited
- LicenceLGPL-2.1As the repository states it
- Commit pinned for this verdict24034f36bad7A new audit runs when the source changes
- Repository statusNot archivedLast push 2 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Extract 2D geometry from an attached image and create a FreeCAD sketch from it.
---
name: sketch-from-image
description: Extract 2D geometry from an attached image and create a FreeCAD sketch from it.
---
# Sketch from Image
Convert an image (drawing, sketch, reference photo, technical drawing) into a
FreeCAD sketch by identifying its geometric shapes and creating a sketch with
equivalent geometry.
## When to use
- User has attached an image and says "create a sketch from this", "trace this
shape", "make a sketch of this", or similar.
- User wants a starting point for CAD work from a visual reference.
## Required user inputs (ask if missing)
1. **Bounding size in mm** — the real-world size the sketch should occupy.
Ask as: "What size (in mm) should this sketch be? Provide either the overall
width or height." Example: "width 40mm" or "height 25mm".
2. **Plane** — default `XY` if not specified. Accept `XY`, `XZ`, `YZ`.
3. **Body name** — if the user wants the sketch on an existing body. Default:
no body (standalone sketch).
Do NOT guess the size. Without a real dimension, the sketch is useless for CAD.
## Extraction procedure
Look at the attached image (or the textual description if no image is present)
and identify the 2D shapes. For each shape, record:
- **Shape type**: `rect`, `circle`, `polygon`, or `line`
- **Position and size**, scaled so that the overall bounding box matches the
user-provided dimension (width OR height; preserve aspect ratio)
### Scaling rule
1. Measure the image's apparent bounding box in pixels (or relative units).
2. Compute `scale = user_dimension_mm / measured_dimension_pixels`.
3. Multiply every coordinate and radius by `scale`.
4. **Flip Y-axis if the source uses Y-down** (SVG, screen pixels, most image
formats). FreeCAD sketches use Y-up. Negate all Y coordinates after scaling.
5. Translate so the sketch is centered around origin (or anchored at 0,0 —
state which).
### Shape JSON schema (internal — use this shape before calling the tool)
```json
{
"shapes": [
{"type": "rect", "x": 0, "y": 0, "width": 40, "height": 25},
{"type": "circle", "cx": 20, "cy": 12.5, "r": 3},
{"type": "polygon", "points": [[0,0], [10,0], [5,8]]},
{"type": "line", "x1": 0, "y1": 0, "x2": 10, "y2": 10}
],
"dimensions": [],
"notes": "brief description of what was recognized"
}
```
The `dimensions` array is reserved for future use (auto-constraint from
measured values in technical drawings). Leave it `[]` for now.
## Output
After deriving the JSON, call `create_sketch` with the shapes. Do NOT add
constraints — rectangles and circles are auto-constrained. Example:
```
create_sketch(
plane="XY",
geometries=[
{"type": "rectangle", "x": 0, "y": 0, "width": 40, "height": 25},
{"type": "circle", "cx": 20, "cy": 12.5, "radius": 3}
]
)
```
For `line` shapes, emit them as polygons with two points, since `create_sketch`
groups connected line segments into a polygon.
## After creating the sketch
Briefly report:
- Shapes created (count per type)
- Final bounding size
- Any shapes you couldn't confidently identify — list them so the user can
clarify or re-attach a clearer image.
Do NOT pad, pocket, or otherwise extrude the sketch unless the user explicitly
asks — this skill only produces the 2D profile.
## Iterating on the sketch
If the user wants to adjust the sketch after initial creation, use `edit_sketch`.
**For resizing, moving, or replacing geometry** (most common), use `clear_all=true`
and provide the complete updated geometry:
```
edit_sketch(sketch_name="MySketch", clear_all=true, add_geometries=[
{"type": "rectangle", "x": 0, "y": 0, "width": 50, "height": 30},
{"type": "circle", "cx": 6, "cy": 6, "radius": 3}
])
```
This clears all old geometry and constraints, then adds fresh geometry — no
over-constraint issues. The sketch object, plane attachment, and body membership
are preserved.
**For adding new geometry to existing** (e.g. "add a second hole"):
`edit_sketch(sketch_name, add_geometries=[...])`
**For changing dimensions** (e.g. "make it 50mm wide"): use `clear_all=true` with
updated geometry coordinates — dimensions are auto-constrained from the geometry.
Do NOT manually add DistanceX/DistanceY/Radius constraints.
## Limitations (mention if relevant)
- Curves and splines are approximated as polygons; for complex curves the user
should trace manually or use a dedicated tracing tool.
- Dimension lines and annotations in the image are ignored in v1 (will be
supported in a future version via the `dimensions` array).
- Hidden lines, section lines, and construction lines are treated as regular
geometry. If the image uses drafting conventions, warn the user.Excerpt, first 4,671 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 24034f3
git clone https://github.com/ghbalf/freecad-ai git -C freecad-ai checkout 24034f36bad7
The author documents no install command, so this uses the repository directly. Our verdict covers commit 24034f36bad7 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
24034f36bad7
Similar skills
ghbalf/freecad-ai
Generate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps
ghbalf/freecad-ai
Generate a parametric electronics enclosure with a base and lid.
ghbalf/freecad-ai
Create standard fastener holes: clearance, counterbore, or countersink.
ghbalf/freecad-ai
Create an involute spur gear using FreeCAD's Part module.
ghbalf/freecad-ai
Generate a 3D lattice or infill pattern inside a bounding region. Useful for lightweight structural parts.
ghbalf/freecad-ai
Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions
Questions about Sketch From Image
What does the Sketch From Image skill do?
Is Sketch From Image safe to install?
What can Sketch From Image access on my machine?
How current is this page?
Sources
- github.com/ghbalf/freecad-ai/tree/master/skills/sketch-from-imag — the audited source at commit 24034f36bad7 and every finding aboveObserved · 19 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Sketch From Image skill do?
- Is Sketch From Image safe to install?
- What can Sketch From Image access on my machine?