skill-card-generator

name	skill-card-generator
description	Use only to generate or update a governance skill card for a specified existing agent skill directory. Do not use for explaining, listing, comparing, or discussing skill capabilities.
license	CC-BY-4.0 AND Apache-2.0
compatibility	Any agent that can run Python scripts and write files
metadata	{"author":"Trustworthy AI Projects <[e-mail]>","tags":["skill-card","governance","documentation","trustworthy-ai"],"domain":"documentation"}
permissions	{"file_read":["target_skill_directory","references/","scripts/"],"file_write":["target_skill_directory","/tmp/"],"shell":{"allowed_scripts":["scripts/discover_assets.py","scripts/render_card.py","scripts/validate_submission.py"]}}

Generate Skill Card

Skill directory to analyze: $ARGUMENTS

Purpose

Create a draft NVIDIA governance skill card for an existing agent skill. The skill gathers source signals, guides the agent to build a grounded JSON context, renders a deterministic markdown card, and checks that human-review markers were removed before submission.

Use this when:

• A skill directory already exists and needs a new governance card.
• A changed skill needs its existing card refreshed.
• A skill owner is preparing NVCARPS or legal/safety review material.

Do NOT use for:

• Explaining, listing, comparing, or discussing skills or skill capabilities.
• Creating or rewriting the source skill itself.
• Generating cards for non-skill assets such as models, datasets, containers, or full systems.
• Signing, publishing, or approving a skill card.
• Replacing required human legal, safety, or owner review.

Prerequisites

• Python 3 is available.
• jinja2 is installed before running render_card.py.
• The target path is a skill directory containing SKILL.md or skill.md.
• The agent can write a temporary context JSON file and the rendered card output.
• Runtime permissions allow reads from target_skill_directory plus this skill's references/ and scripts/, writes only to the target skill directory or /tmp/, and shell execution only for the three scripts listed below.

Instructions

1. First, read this SKILL.md completely before running any script.
2. Resolve the target skill directory from $ARGUMENTS; if omitted, use the current working directory.
3. Stay within the declared permission scope. Do not read .env, credential files, hidden auth folders, or unrelated repo files; do not write outside the target skill directory or /tmp/.
4. Run scripts/discover_assets.py against the target. Use the structured signal summary first; if output is truncated, read only targeted files or small excerpts.
5. Build a context JSON file from the structured signal summary first, then from extracted file contents only when needed.
6. Follow references/style-guide.md for every context field. Use HUMAN-REQUIRED only when no source supports a truthful value.
7. Render the card with scripts/render_card.py and fix any schema errors before proceeding.
8. Review the card manually, remove resolved VERIFY and SELECT markers, then run scripts/validate_submission.py.
9. Before finishing, confirm the rendered card has no unrendered {{ ... }} or {% ... %} template fragments.

Available Scripts

Script	Purpose	Arguments
scripts/discover_assets.py	Extracts skill files, repo signals, style guide, and template into one discovery report.	<skill_directory>
scripts/render_card.py	Validates context JSON and renders the skill card from the Jinja template.	--context <context.json> --template <skill-card.md.j2> --out <output.md>
scripts/validate_submission.py	Fails if the rendered card still contains VERIFY or SELECT review markers.	<rendered-card.md>

Examples

Discover signals for a target skill:

run_script("scripts/discover_assets.py", args=["/path/to/target-skill"])

Render a card from the completed context:

run_script(
  "scripts/render_card.py",
  args=[
    "--context", "/tmp/target-skill-context.json",
    "--template", "references/skill-card.md.j2",
    "--out", "/path/to/target-skill/target-skill-card.md"
  ]
)

Validate the reviewed card before submission:

run_script("scripts/validate_submission.py", args=["/path/to/target-skill/target-skill-card.md"])

Limitations

• The generated card is a draft and must be reviewed by a human owner.
• Discovery is limited to local files and repo metadata visible from the target path.
• The renderer validates required context shape, not the legal or safety correctness of field values.
• Canned limitation and risk catalogs are starting points; remove entries that do not apply.

Troubleshooting

Error	Cause	Solution
directory not found	The target path is wrong or not mounted in the workspace.	Re-run discovery with the absolute path to the skill directory.
jinja2 not installed	The renderer dependency is missing.	Install jinja2, then re-run render_card.py.
Context validation failed	Required fields are missing or typed incorrectly.	Fix the context JSON using references/style-guide.md.
Unresolved marker failure	VERIFY or SELECT markers remain after review.	Confirm each marked field, prune catalog entries, then re-run validate_submission.py.

Files in this skill

• SKILL.md - this file (orchestration)
• references/style-guide.md - per-context-field guidance
• references/skill-card.md.j2 - exact card layout
• references/Skill Card Generator License.txt - license text for this skill package
• references/catalog/limitations.json - canned technical-limitations catalog
• references/catalog/risks.json - canned risk-management catalog
• scripts/discover_assets.py - discovery and signal extraction
• scripts/render_card.py - Jinja renderer with context validation
• scripts/validate_submission.py - pre-submission marker validator