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pacsomatic

skill · 114 lines · MIT · skills/pacsomatic/SKILL.md

The facts

Its description

Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs. Supports samplesheet generation, pinned Nextflow launch artifacts, local checks, LSF/Slurm/PBS Pro/SGE launcher submission, and startup troubleshooting. Use for pacsomatic run preparation and execution, not general short-read somatic analysis or medical imaging PACS.

The description the agent reads to decide when to use it.

From its settingsline 3

Runs scripts

scripts/run_pacsomatic.py, python skills/pacsomatic/scripts/run_pacsomatic.py, python tests/run_all.py

Scripts the text names. Found by matching words, so treat them as pointers.

Found by matching wordsline 19 line 73 line 104

Files it mentions

scripts/run_pacsomatic.py, references/pacsomatic_guide.md, config.yaml, references/config-and-output.md, references/agent-playbook.md (first 5 of 7 lines)

Files the text names, such as ones to read or write. Found by matching words, so treat them as pointers.

Found by matching wordsline 19 line 31 line 52 line 61 line 112

Licence

MIT, from the skill file

The terms its author shares it under, which let it be shown here.

From its settingsline 4 licence text

Other settings

compatibility: Requires Python 3.10+ for the standard-library helper. Execution requires Bash, Nextflow >=24.04.2, a compatible Java runtime (current Nextflow supports Java 17-26), the selected container runtime and optionally a scheduler. Network access is needed for uncached pipeline code, plugins, references and containers. metadata: version: "1.4" skill-author: Beifang Niu contributors: Haidong, Wenchao upstream-pipeline: https://github.com/nf-core/pacsomatic upstream-revision: "24c84cb371b0339c1d65a4de9451671945e19772" last-reviewed: "2026-10-01"

More settings at the top of the file, shown as written.

From its settingsline 5 line 6
Other files in this skill (6) Close

The text

Open on GitHub

Most marks come from matching words in the file, so treat them as pointers.

1---
2name: pacsomatic
3description: Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs. Supports samplesheet generation, pinned Nextflow launch artifacts, local checks, LSF/Slurm/PBS Pro/SGE launcher submission, and startup troubleshooting. Use for pacsomatic run preparation and execution, not general short-read somatic analysis or medical imaging PACS.
4license: MIT
5compatibility: Requires Python 3.10+ for the standard-library helper. Execution requires Bash, Nextflow >=24.04.2, a compatible Java runtime (current Nextflow supports Java 17-26), the selected container runtime and optionally a scheduler. Network access is needed for uncached pipeline code, plugins, references and containers.
6metadata:
7 version: "1.4"
8 skill-author: Beifang Niu
9 contributors: Haidong, Wenchao
10 upstream-pipeline: https://github.com/nf-core/pacsomatic
11 upstream-revision: "24c84cb371b0339c1d65a4de9451671945e19772"
12 last-reviewed: "2026-10-01"
13---
15# pacsomatic
17## When to use
19Use [scripts/run_pacsomatic.py](scripts/run_pacsomatic.py) to prepare one matched
20PacBio HiFi tumor/normal pair, generate a samplesheet and reproducible launch
21artifacts, and launch locally or submit the **Nextflow driver** to a scheduler.
22The pipeline realigns input BAMs; this helper targets unaligned HiFi BAMs and
23optional PacBio `.pbi` indexes. Do not substitute short reads or treat a BAM
24filename as evidence of platform, matched identity, or methylation information.
26The reviewed upstream `dev` commit is
27`24c84cb371b0339c1d65a4de9451671945e19772`. GitHub had no releases or tags on
282026-10-01, despite the internal manifest saying `1.0.0`. The helper pins that
29commit by default for `nf-core/pacsomatic`; it does not invent a release tag.
30This is a source-reviewed development workflow, not a clinically validated assay.
31See [references/pacsomatic_guide.md](references/pacsomatic_guide.md) for sources
32and scientific checks.

When to use

Use scripts/run_pacsomatic.py to prepare one matched PacBio HiFi tumor/normal pair, generate a samplesheet and reproducible launch artifacts, and launch locally or submit the Nextflow driver to a scheduler. The pipeline realigns input BAMs; this helper targets unaligned HiFi BAMs and optional PacBio .pbi indexes. Do not substitute short reads or treat a BAM filename as evidence of platform, matched identity, or methylation information.

The reviewed upstream dev commit is 24c84cb371b0339c1d65a4de9451671945e19772. GitHub had no releases or tags on 2026-10-01, despite the internal manifest saying 1.0.0. The helper pins that commit by default for nf-core/pacsomatic; it does not invent a release tag. This is a source-reviewed development workflow, not a clinically validated assay. See references/pacsomatic_guide.md for sources and scientific checks.

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Runs code scripts/run_pacsomatic.py :19
Reads a file scripts/run_pacsomatic.py :19
34## Workflow
361. Obtain distinct tumor and normal BAM paths, patient ID, distinct sample IDs,
37 output directory, and exactly one reference mode: `--fasta` or `--genome`.
38 IDs and BAM/PBI/FASTA paths must have no whitespace. Local inputs must be
39 nonempty regular files. Remote BAM/PBI/FASTA URIs are passed through without
40 downloading or authenticating; use managed filesystem/cloud credentials,
41 never embed secrets or signed URLs in generated files.
422. Confirm PacBio HiFi read groups and sample identity from acquisition metadata;
43 confirm that MM/ML modification tags needed for methylation have been retained.
44 Verify reference sequence/contig compatibility for every annotation resource.
453. Generate artifacts with `--dry-run`. This performs helper checks and writes
46 files, but does **not** invoke the pipeline, validate BAM contents, check remote
47 availability, resolve every pipeline parameter, or verify biological suitability.
48 Missing runtime tools are warnings here. `--dry-run` cannot be combined with
49 `--run`/`--submit`, cloning, or environment creation.
504. Review samplesheet, generated params YAML, script, pipeline revision, profiles,
51 and branch-specific resources/skips. Existing artifacts require explicit
52 `--overwrite`; input files can never be artifact targets. `config.yaml` is an
53 operator reference, not an automatically loaded configuration file.
545. For execution, select the actual runtime with `--use-current-path` or an
55 existing `--conda-env`. Load cluster modules **before** invoking the helper;
56 `--module-load` only repeats those commands in the generated script. No Conda
57 YAML is bundled; creating an environment needs `--conda-env-file` explicitly.
586. Use `--run` only for requested execution. For HPC, distinguish the outer
59 launcher scheduler (`--executor`) from Nextflow's per-task `process.executor`,
60 configured by a site profile or `--nextflow-config`. Driver CPU/memory requests
61 do not constrain task resources. Read [references/config-and-output.md](references/config-and-output.md).
627. Report artifact paths, revision, checks/warnings, run type, submission ID if
63 present, and a concrete next QC or failure-triage step. Scheduler acceptance
64 is not pipeline completion. Keep the output directory and work/cache state
65 stable for `--resume`; scripts run with the output directory as their cwd.

Workflow

  1. Obtain distinct tumor and normal BAM paths, patient ID, distinct sample IDs, output directory, and exactly one reference mode: --fasta or --genome. IDs and BAM/PBI/FASTA paths must have no whitespace. Local inputs must be nonempty regular files. Remote BAM/PBI/FASTA URIs are passed through without downloading or authenticating; use managed filesystem/cloud credentials, never embed secrets or signed URLs in generated files.
  2. Confirm PacBio HiFi read groups and sample identity from acquisition metadata; confirm that MM/ML modification tags needed for methylation have been retained. Verify reference sequence/contig compatibility for every annotation resource.
  3. Generate artifacts with --dry-run. This performs helper checks and writes files, but does not invoke the pipeline, validate BAM contents, check remote availability, resolve every pipeline parameter, or verify biological suitability. Missing runtime tools are warnings here. --dry-run cannot be combined with --run/--submit, cloning, or environment creation.
  4. Review samplesheet, generated params YAML, script, pipeline revision, profiles, and branch-specific resources/skips. Existing artifacts require explicit --overwrite; input files can never be artifact targets. config.yaml is an operator reference, not an automatically loaded configuration file.
  5. For execution, select the actual runtime with --use-current-path or an existing --conda-env. Load cluster modules before invoking the helper; --module-load only repeats those commands in the generated script. No Conda YAML is bundled; creating an environment needs --conda-env-file explicitly.
  6. Use --run only for requested execution. For HPC, distinguish the outer launcher scheduler (--executor) from Nextflow's per-task process.executor, configured by a site profile or --nextflow-config. Driver CPU/memory requests do not constrain task resources. Read references/config-and-output.md.
  7. Report artifact paths, revision, checks/warnings, run type, submission ID if present, and a concrete next QC or failure-triage step. Scheduler acceptance is not pipeline completion. Keep the output directory and work/cache state stable for --resume; scripts run with the output directory as their cwd.
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Reads a file config.yaml :52
67## Examples
69Run these from the repository root. Paths and site settings are **illustrative**;
70local tests use synthetic placeholders only, not human genomic data.
72```bash
73python skills/pacsomatic/scripts/run_pacsomatic.py \
74 --tumor-bam /data/P001_T.bam --normal-bam /data/P001_N.bam \
75 --patient-id P001 --tumor-sample-id P001_T --normal-sample-id P001_N \
76 --outdir /results/P001 --fasta /refs/GRCh38.fa \
77 --profile apptainer --use-current-path --dry-run
78```
80After reviewing artifacts, a Slurm launch can use the same inputs plus the
81following options (replace `--dry-run` with `--run`):
83```text
84--executor slurm --queue compute --project my_account
85--cpus 2 --memory-gb 8 --walltime 48:00
86--nextflow-config /configs/slurm.config --overwrite --run
87```
89Those resources are for the driver, assuming the reviewed infrastructure config
90sets `process.executor = 'slurm'` and suitable task queue/resources. The helper
91normalizes `48:00` to Slurm `48:00:00` (48 hours). Do not add a `sanger` profile
92unless actually using that institution's LSF infrastructure.
94Custom pipeline parameters go in `--params-file`; infrastructure goes in
95`--nextflow-config` (`-c`). The helper's explicit input/outdir/reference options
96win over params-file values. `--extra-args` is tokenized and shell-quoted, but
97cannot override these managed inputs/configuration options. Keep paths inside
98external params/config files absolute because the launcher cwd is the outdir.

Examples

Run these from the repository root. Paths and site settings are illustrative; local tests use synthetic placeholders only, not human genomic data.

python skills/pacsomatic/scripts/run_pacsomatic.py \
  --tumor-bam /data/P001_T.bam --normal-bam /data/P001_N.bam \
  --patient-id P001 --tumor-sample-id P001_T --normal-sample-id P001_N \
  --outdir /results/P001 --fasta /refs/GRCh38.fa \
  --profile apptainer --use-current-path --dry-run

After reviewing artifacts, a Slurm launch can use the same inputs plus the following options (replace --dry-run with --run):

--executor slurm --queue compute --project my_account
--cpus 2 --memory-gb 8 --walltime 48:00
--nextflow-config /configs/slurm.config --overwrite --run

Those resources are for the driver, assuming the reviewed infrastructure config sets process.executor = 'slurm' and suitable task queue/resources. The helper normalizes 48:00 to Slurm 48:00:00 (48 hours). Do not add a sanger profile unless actually using that institution's LSF infrastructure.

Custom pipeline parameters go in --params-file; infrastructure goes in --nextflow-config (-c). The helper's explicit input/outdir/reference options win over params-file values. --extra-args is tokenized and shell-quoted, but cannot override these managed inputs/configuration options. Keep paths inside external params/config files absolute because the launcher cwd is the outdir.

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100## Verification and references
102```bash
103uv run skills-ref validate skills/pacsomatic
104python tests/run_all.py --isolated pacsomatic
105```
107The standard-library suite checks local artifact behavior, path protections,
108CLI modes, runtime failures and mocked scheduler submissions. Native Nextflow
109checks use a tiny local workflow; they do not establish that pacsomatic's full
110containerized scientific pipeline succeeds on a given dataset or cluster.
112- [Operator playbook](references/agent-playbook.md)
113- [Configuration, scheduler and output contracts](references/config-and-output.md)
114- [Upstream sources and scientific checks](references/pacsomatic_guide.md)

Verification and references

uv run skills-ref validate skills/pacsomatic
python tests/run_all.py --isolated pacsomatic

The standard-library suite checks local artifact behavior, path protections, CLI modes, runtime failures and mocked scheduler submissions. Native Nextflow checks use a tiny local workflow; they do not establish that pacsomatic's full containerized scientific pipeline succeeds on a given dataset or cluster.

  • Operator playbook
  • Configuration, scheduler and output contracts
  • Upstream sources and scientific checks
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Runs code python tests/run_all.py :104

From K-Dense-AI/scientific-agent-skills at 5f2bc03, 2026-10-26. Not read by a model yet. Summary and techniques by Claude Opus 5.5 on 2026-11-06.