Skip to content
SkillCheatSheet Sign in

instrument-data-to-allotrope

An AI agent skill from anthropics/knowledge-work-plugins, scored 88 out of 100 by code and Verified.

88/ 100AVerified

Code score by group

  • Spec20/20
  • Description13/20
  • Procedure15/15
  • Done criteria13/15
  • Resources9/10
  • Scripts8/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Description (7), the group that checks whether the description says what the skill does and when to use it.

What the author says it does

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
anthropics/knowledge-work-plugins
Folder
bio-research/skills/instrument-data-to-allotrope
License
Apache-2.0
GitHub stars
35,519
SKILL.md lines
281
Other files
10

Add instrument-data-to-allotrope to your agent

npx skills add anthropics/knowledge-work-plugins --skill instrument-data-to-allotrope

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

Labelled for

More skills from anthropics/knowledge-work-plugins

  1. data-context-extractor

    Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data ana…

    Verified82B
  2. outreach-composer

    Writes prospect outreach and follow-up sequences that sound like the owner wrote them, not like an AI did. Learns a voice profile from the owner's own sent mail, grounds every mes…

    Verified81B
  3. job-post-builder

    Builds end-to-end hiring packets — job post, structured interview guide with scoring rubric, and offer letter template — from a hiring brief. Triggers on: "help me hire", "we're h…

    Verified80B
  4. lead-triage

    Score and route an inbound lead, or rank a backlog of leads, against your ICP and qualification framework, then recommend a priority and next action. Use when the user asks "triag…

    Verified80B
  5. nextflow-development

    Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from…

    Verified80B
  6. guideline-generation

    This skill generates, creates, or builds brand voice guidelines from source materials. It should be used when the user asks to "generate brand guidelines", "create a style guide",…

    79B
  7. cash-flow-snapshot

    Reads AR/AP, historical cash timing, and known fixed costs from the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) or from PayPal, Square, or Stripe — or a CSV upload —…

    78B
  8. product-brainstorming

    Brainstorm product ideas, explore problem spaces, and challenge assumptions as a thinking partner. Use when exploring a new opportunity, generating solutions to a product problem,…

    78B

All skills in anthropics/knowledge-work-plugins

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.