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Flow.bio API bridge — authenticate, browse pipelines/samples/projects, search, upload data, launch pipeline executions, and check run status on any Flow instance.
Passed 12 of 15 test cases with the skill, and 2 of 15 without it.
and 13 more in the full report
14 fixed3 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the CLI command to list all supported reference organisms available on the Flow platform for sample annotation?
| Checked | Without skill | With skill |
|---|---|---|
| Uses python skills/flow-bio/flow_bio.py --organisms | Missed | Passed |
The instructions your model reads when the skill loads.
ClawBio's gateway to the Flow.bio platform — browse, search, upload, and launch bioinformatics pipelines on Flow from the command line.
Flow.bio is a bioinformatics platform hosting curated Nextflow pipelines with managed compute, sample tracking, and collaborative project management. But interacting with Flow requires navigating the web UI or writing custom API scripts.
Flow Bio Bridge makes the platform agent-accessible: authenticate once, then list pipelines, upload samples, launch executions, and poll for results — all from the CLI or via the ClawBio orchestrator.
| Format | Extension | Required Fields | Example |
|---|---|---|---|
| FASTQ (single-end) | .fq, .fastq, .fq.gz | reads1 | sample_R1.fastq.gz |
| FASTQ (paired-end) | .fq, .fastq, .fq.gz | reads1, reads2 | sample_R1.fastq.gz, sample_R2.fastq.gz |
| Any data file | any | — | annotation, reference, BED, etc. |
When the user asks to interact with Flow.bio:
test cases passed, vs 2 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.