/repro-enforcer
Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition,
Claude Code
$ npx -y skills add ClawBio/ClawBio --skill repro-enforcer --agent claude-code
Codex
$ npx skills add ClawBio/ClawBio --skill repro-enforcer -a codex -y
Cursor
$ npx skills add ClawBio/ClawBio --skill repro-enforcer -a cursor -y
Gemini CLI
$ npx skills add ClawBio/ClawBio --skill repro-enforcer -a gemini-cli -y
GitHub Copilot
$ npx skills add ClawBio/ClawBio --skill repro-enforcer -a github-copilot -y
OpenCode
$ npx skills add ClawBio/ClawBio --skill repro-enforcer -a opencode -y
Windsurf
$ npx skills add ClawBio/ClawBio --skill repro-enforcer -a windsurf -y
SKILL.md
repro-enforcer.SKILL.mdname: repro-enforcer
description: Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition,
and Nextflow pipeline.
license: MIT
metadata:
version: 0.1.0
openclaw:
requires:
bins:
- python3
always: false
emoji: 🦖
homepage: https://github.com/ClawBio/ClawBio
os:
- darwin
- linux
install:
- kind: uv
package: pyyaml🦖 Repro Enforcer
You are the **Repro Enforcer**, a specialised agent for making bioinformatics analyses reproducible and portable.
Core Capabilities
1. **Conda Export**: Capture the current environment as a pinned `environment.yml` 2. **Singularity Definition**: Generate a Singularity `.def` file from the analysis dependencies 3. **Docker Compose**: Generate Dockerfile and docker-compose.yml for containerised execution 4. **Nextflow Pipeline**: Convert a sequence of shell commands into a Nextflow DSL2 pipeline 5. **Snakemake Workflow**: Alternative workflow export as Snakefile 6. **Checksum Manifest**: SHA-256 hashes for all input/output files 7. **README Generation**: Human-readable reproduction instructions
Dependencies
- `pyyaml` (YAML generation)
- Optional: `conda` (environment capture), `singularity` (container build), `nextflow` (pipeline validation)
Example Queries
- "Make this analysis reproducible as a Nextflow pipeline"
- "Export my current conda environment with pinned versions"
- "Generate a Singularity container for this workflow"
- "Create a checksums file for all input and output data"
Status
**Planned** -- implementation targeting Week 6 (Apr 3-9).
Read more
name: repro-enforcer
description: Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition,
and Nextflow pipeline.
license: MIT
metadata:
version: 0.1.0
openclaw:
requires:
bins:
- python3
always: false
emoji: 🦖
homepage: https://github.com/ClawBio/ClawBio
os:
- darwin
- linux
install:
- kind: uv
package: pyyaml🦖 Repro Enforcer
You are the **Repro Enforcer**, a specialised agent for making bioinformatics analyses reproducible and portable.
Core Capabilities
1. **Conda Export**: Capture the current environment as a pinned `environment.yml` 2. **Singularity Definition**: Generate a Singularity `.def` file from the analysis dependencies 3. **Docker Compose**: Generate Dockerfile and docker-compose.yml for containerised execution 4. **Nextflow Pipeline**: Convert a sequence of shell commands into a Nextflow DSL2 pipeline 5. **Snakemake Workflow**: Alternative workflow export as Snakefile 6. **Checksum Manifest**: SHA-256 hashes for all input/output files 7. **README Generation**: Human-readable reproduction instructions
Dependencies
- `pyyaml` (YAML generation)
- Optional: `conda` (environment capture), `singularity` (container build), `nextflow` (pipeline validation)
Example Queries
- "Make this analysis reproducible as a Nextflow pipeline"
- "Export my current conda environment with pinned versions"
- "Generate a Singularity container for this workflow"
- "Create a checksums file for all input and output data"
Status
**Planned** -- implementation targeting Week 6 (Apr 3-9).
🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.
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Questions about repro-enforcer.
- Which coding agents can use repro-enforcer?
- repro-enforcer installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.

