Pacsomatic
Automate repetitive workflows and reduce manual effort
Example: Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Learn new skills, understand complex topics, get expert guidance
Example: Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Enhance output quality through reviews, suggestions, and refinements
Example: Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
Time estimate: 15-45 minutes depending on use case complexity
Prerequisites
Submit your Claude Code skill and start earning
epx add K-Dense-AI/scientific-agent-skills --skill pacsomaticCompatible with
Supported agents
name: "pacsomatic"
description: "Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare r..."
| name | pacsomatic |
| description | Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare reproducible Nextflow launch artifacts, run locally or submit to schedulers (LSF/Slurm/PBS/SGE), and triage execution failures. Triggers on requests to run pacsomatic, prepare launch commands/scripts, perform dry-run checks, or troubleshoot pipeline startup and scheduler submission errors. |
| license | MIT |
| metadata | version: "1.0" skill-author: Beifang Niu contributors: Haidong, Wenchao upstream-pipeline: https://github.com/nf-core/pacsomatic |
This skill provides a reproducible execution workflow for nf-core/pacsomatic, centered on a single helper entrypoint that handles validation, artifact generation, and optional execution.
Primary entrypoint:
scripts/run_pacsomatic.pyThe helper script:
patient,sample,status,bam,pbi)Use this skill as the default path for pacsomatic operations. Do not bypass it with manually assembled nextflow run nf-core/pacsomatic commands unless the user explicitly asks for manual command construction.
Invoke this skill when the user asks to:
Do not use this skill for:
Typical trigger phrases:
scripts/run_pacsomatic.py for validation and artifact generation.--dry-run when the user asks for checks/validation only.--run only when the user asks to execute/submit..nextflow.log, pipeline_info, failing task logs).Required:
--fasta or --genomeOptional:
-r)--dry-run and/or --run--dry-run and not --run, stop after artifact generation.--run, execute locally or submit to scheduler.Every response after invocation should include:
dry-run vs run)Dry run:
python scripts/run_pacsomatic.py \
--tumor-bam /path/to/tumor.bam \
--normal-bam /path/to/normal.bam \
--patient-id P001 \
--tumor-sample-id P001_T \
--normal-sample-id P001_N \
--outdir /path/to/output \
--genome GRCh38 \
--profile singularity,sanger \
--dry-run
Scheduler execution example (Slurm):
python scripts/run_pacsomatic.py \
--tumor-bam /path/to/tumor.bam \
--normal-bam /path/to/normal.bam \
--patient-id P001 \
--tumor-sample-id P001_T \
--normal-sample-id P001_N \
--outdir /path/to/output \
--genome GRCh38 \
--profile singularity,sanger \
--executor slurm \
--queue compute \
--project my_account \
--cpus 16 \
--memory-gb 64 \
--walltime 48:00 \
--run
Use config.yaml as the baseline for profile/executor/runtime defaults. Override at invocation time when user requirements differ.
Run unit tests from skill root:
python -m unittest discover -s tests -v
references/agent-playbook.mdreferences/config-and-output.mdreferences/pacsomatic_guide.mdscripts/run_pacsomatic.pyAI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionpacsomaticExecute the skills CLI command in your project's root directory to begin installation:
epx add K-Dense-AI/scientific-agent-skills --skill pacsomaticFetches pacsomatic from K-Dense-AI/scientific-agent-skills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
.cursor/skills/pacsomatic
Restart Cursor to activate pacsomatic. Access via /pacsomaticin your agent's command palette.
Learn more:View source on GitHubSkills CLI docsAbout CursorWhat are agent skills?
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid when
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
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We added pacsomatic from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
We added pacsomatic from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
pacsomatic reduced setup friction for our internal harness; good balance of opinion and flexibility.
Registry listing for pacsomatic matched our evaluation — installs cleanly and behaves as described in the markdown.
pacsomatic has been reliable in day-to-day use. Documentation quality is above average for community skills.
pacsomatic reduced setup friction for our internal harness; good balance of opinion and flexibility.
Useful defaults in pacsomatic — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Useful defaults in pacsomatic — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Registry listing for pacsomatic matched our evaluation — installs cleanly and behaves as described in the markdown.
pacsomatic reduced setup friction for our internal harness; good balance of opinion and flexibility.
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