REPLACE-WITH-SKILL-NAME · diff
v0.1 to v0.1.0
3 added, 1 removed. Audit B to B.
---
name: REPLACE-WITH-SKILL-NAME
description: >-
One-to-three-sentence description of what this data transformation does.
Use when the user asks to "REPLACE-WITH-INTENT", or mentions
REPLACE-WITH-DOMAIN-TERMS. Include literal trigger phrases the user is
likely to say.
license: Apache-2.0
compatibility: REPLACE — typical examples — `Requires docker + nvidia-container-toolkit.` (containerized) or `Requires Python 3.8+ and Pillow.` (local script)
metadata:
author: REPLACE-WITH-AUTHOR-NAME
- version: "0.1"
+ version: "0.1.0"
allowed-tools: Read Bash
---
# Skill Name
+
+ > **Standalone install?** If this session was not initialized by the TAO skill bank plugin, run the `tao-setup` skill first (host preflight, credentials, cross-skill discovery).
Two-line summary of the transformation. Inputs → outputs.
## External dependencies
| Dependency | Purpose | Install |
|---|---|---|
| docker | Run the container | https://docs.docker.com/engine/install/ |
(or for local scripts)
| Dependency | Purpose | Install |
|---|---|---|
| Python 3.8+ | Runtime | System / conda |
| Pillow | Image I/O | `pip install pillow` |
## Quick start
### Containerized
```bash
docker run --gpus all --rm \
-v /path/to/input:/input \
-v /path/to/output:/output \
nvcr.io/nvidian/iva/<image>:<tag> \
<command> --input /input --output /output
```
### Local Python script
```bash
python scripts/<script>.py --input-dir <path> --output <path>
```
### Multi-defect / multi-source loop (advanced)
```bash
for label in bridge tombstone shift; do
python scripts/<script>.py --input-dir data/${label}/ --output ${label}.csv --label ${label}
done
```
See `tao-skill-bank:tao-run-on-docker` for docker conventions (when containerized).
## Inputs
| Field | Type | Description |
|---|---|---|
| `<input-dir>` | folder | What's in it, expected format |
| `<input-parquet>` | file | Schema, columns |
## Outputs
| Field | Type | Description |
|---|---|---|
| `<output-csv>` | file | Schema produced |
## CLI Reference
| Argument | Required | Default | Description |
|---|---|---|---|
| `--input-dir` | Yes | — | Input directory |
| `--output` | No | `output.csv` | Output path |
| `--label` | No | auto-detect | Force single label for all rows |
## How it works
Step-by-step description of the transformation:
1. Step 1
2. Step 2
Optional pipeline diagram:
```
Input A ─┐
Input B ─┼─→ [processing] ─→ Output
Input C ─┘
```
## Caveats
- Document non-obvious behaviors, edge cases, permission quirks.
## Known pitfalls
| Symptom | Cause | Fix |
|---|---|---|
| `KeyError: ...` | Wrong column name in input parquet | Use `--column-name` to override |