implement vs model-supply-chain

Two Security Claude Code skills, side by side. Pick the right skill for your workflow with a side-by-side look at metadata, sample code, and install commands.

Side-by-side

Tag overlap

Sample code from each SKILL.md

/ork:implement user authentication
/ork:implement --model=opus real-time notifications
/ork:implement dashboard analytics

# Find model download and loading code
Grep: "from_pretrained|load_model|torch.load|pickle.load|onnx.load|tf.saved_model" in **/*.{py,ts,js}
Grep: "huggingface|hf_hub|transformers|diffusers|sentence.transformers" in **/*.{py,toml,cfg,txt,yaml,yml}

# Check for integrity verification
Grep: "sha256|checksum|hash|verify|digest|signature|sigstore|cosign" in **/*.{py,sh,yaml,yml}

# Check for pinned model versions
Grep: "revision=|commit_hash|model_version" in **/*.{py,yaml,yml,json}

# Find model ar…

When to choose each

implement — Full-power feature implementation using parallel subagents for backend, frontend, testing, and security. Coordinates architecture design, code generation, test coverage, and quality verification in a single workflow…

model-supply-chain — Reviews AI/ML model supply chains for security risks including model provenance verification, training data lineage, fine-tuning pipeline integrity, inference dependency review, and backdoor detection. Auto-invoked…

Both are free to install. If you're unsure, install both — Claude Code skills are isolated by filename and only collide if their trigger phrases overlap (rare). The richest signal is the SKILL.md body itself — open both skill pages and read the first paragraph of each.

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