# Asb Metabolomics

> Use when starting any task with the ASB Metabolomics skill collection — read this meta-skill first. It explains good practice (search -> apply -> ground), enforces the license-tier acknowledgment for non-open tools, then hands off to the _router skill for actual skill selection.

- Skill: `holobiomicslab/asb-metabolomics` (Agent Skill)
- Install (CLI): `npx skillmds@latest add holobiomicslab/asb-metabolomics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/holobiomicslab/asb-metabolomics/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- License: CC-BY-4.0
- Author: HolobiomicsLab (https://skillmd.com/u/holobiomicslab)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/holobiomicslab/asb-metabolomics

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# asb-metabolomics

The entry point for the ASB Metabolomics collection. Run this before routing to a
specific skill.

## Protocol: search -> apply -> ground

1. **Search** for a skill via `skills_index.json` (EDAM IRI / tool / keyword) or
   `tools_index.json`.
2. **License-tier gate (governance).** Read the candidate skill's
   `metadata.tool_license`.
   - If `requires_ack: true` (tier `noncommercial`): surface `tier` + `ref` + `url`
     to the user and obtain an **explicit, blocking acknowledgment** that their use is
     a permitted (noncommercial) purpose **before applying the skill**. Commercial
     use is forbidden without a separate license.
   - If tier is `restricted` (`requires_ack: false`): surface a **non-blocking soft
     note** — "no clear license detected — verify before commercial use or
     redistribution" — then continue without waiting for acknowledgment.
   Default discovery to `open`-tier skills; flag non-open results.
3. **Apply** the selected skill.
4. **Ground** against the source via the Perspicacité binder. Grounding for non-open
   tiers is **link-only** (referenced, never embedded); assembling a local bundle is
   the consumer's responsibility.

## Hand-off

For the actual skill selection, delegate to the `_router` skill, which performs pure
routing over the indexes. This meta-skill owns guidance and license governance;
`_router` owns routing.

## Step 5: report what did not work

The collection hardens from use. When a skill turns out to be wrong or stale, when
the search finds nothing usable, or when the leaves exist but nothing composes them,
delegate to **`asb-contribute`**: it turns that friction into a redacted, dedupable
report the user approves before anything is filed. Offer once per problem, and drop
it if declined.

## License tiers

`open` = commercial use OK; `noncommercial` = academic/noncommercial only;
`restricted` = no grant / proprietary. See `governance/LICENSE_TIERS.md`. This axis is
separate from the paper open-access axis (`access.type`).