bioinformatics-toolkit
Top-level workspace gateway for bioinformatics work. In this environment, the most reliable local assets are the bio conda env CLIs (blast*, bowtie2, bwa, samtools, bcftools, prodigal, RNAfold, iqtree, hmmscan, mafft, muscle, hisat2, featureCounts, seqkit) plus several repo-backed projects under repositories/active/ such as Biomni, evo2, and RFdiffusion.
Quick Start
- Activate environment:
conda activate bio
- Verified local CLI families: BLAST, Bowtie2, BWA, Samtools, Bcftools, HMMER, MAFFT, MUSCLE, Prodigal, ViennaRNA, IQ-TREE, SeqKit
- Repo-backed projects:
/home/vimalinx/Projects/bio_studio/repositories/active/Biomni, /home/vimalinx/Projects/bio_studio/repositories/active/evo2, /home/vimalinx/Projects/bio_studio/repositories/active/RFdiffusion
When To Use This Tool
- Figuring out which local tool family or project should handle a bioinformatics request
- Starting from a workspace-wide inventory instead of guessing what is installed
- Routing between plain CLIs, teaching projects, and heavier repo-backed AI workflows
- Auditing whether a proposed method matches the actual assets in this workspace
Common Patterns
# Check the core local CLI toolchain
command -v blastn bowtie2 bwa samtools bcftools prodigal RNAfold iqtree
# Start a classic alignment + BAM-processing workflow
bowtie2 -x ref_index -U reads.fq -S aligned.sam
samtools view -bS aligned.sam | samtools sort -o aligned.sorted.bam
# Start an RNA structure or phylogeny workflow
RNAfold < sequences.fa
iqtree -s alignment.fa
# Inspect repo-backed bio projects
ls /home/vimalinx/Projects/bio_studio/repositories/active
Recommended Workflow
- Begin with the verified CLI inventory in the
bio environment.
- Route the task to a narrower skill whenever the job has a clear domain: sequence analysis, protein structure/design, yeast learning project, Biomni, Evo 2, or RFdiffusion.
- Use repo-backed projects only after confirming their extra dependencies are satisfied.
- Keep the umbrella skill focused on tool selection and environment reality checks, not on pretending every downstream project is already turnkey.
Guardrails
- The reliable base layer here is the installed CLI toolchain in the
bio environment.
- Repo-backed projects like Biomni, Evo 2, and RFdiffusion are present locally but each has additional setup gaps or missing dependencies.
- Do not advertise absent tools just because earlier autogenerated docs mentioned them. Limit recommendations to commands or repos that are actually present.
- When in doubt, prefer the narrower skill that matches the concrete subtask.
1---2name: bioinformatics-toolkit3description: Use when you need a workspace-level entry point to choose among the installed bioinformatics CLIs and repo-backed AI/bio projects in this environment.4---5
6# bioinformatics-toolkit
7
8Top-level workspace gateway for bioinformatics work. In this environment, the most reliable local assets are the `bio` conda env CLIs (`blast*`, `bowtie2`, `bwa`, `samtools`, `bcftools`, `prodigal`, `RNAfold`, `iqtree`, `hmmscan`, `mafft`, `muscle`, `hisat2`, `featureCounts`, `seqkit`) plus several repo-backed projects under `repositories/active/` such as `Biomni`, `evo2`, and `RFdiffusion`.
9
10## Quick Start
11
12- **Activate environment:** `conda activate bio`
13- **Verified local CLI families:** BLAST, Bowtie2, BWA, Samtools, Bcftools, HMMER, MAFFT, MUSCLE, Prodigal, ViennaRNA, IQ-TREE, SeqKit
14- **Repo-backed projects:** `/home/vimalinx/Projects/bio_studio/repositories/active/Biomni`, `/home/vimalinx/Projects/bio_studio/repositories/active/evo2`, `/home/vimalinx/Projects/bio_studio/repositories/active/RFdiffusion`
15
16## When To Use This Tool
17
18- Figuring out which local tool family or project should handle a bioinformatics request
19- Starting from a workspace-wide inventory instead of guessing what is installed
20- Routing between plain CLIs, teaching projects, and heavier repo-backed AI workflows
21- Auditing whether a proposed method matches the actual assets in this workspace
22
23## Common Patterns
24
25```bash
26# Check the core local CLI toolchain
27command -v blastn bowtie2 bwa samtools bcftools prodigal RNAfold iqtree
28```
29
30```bash
31# Start a classic alignment + BAM-processing workflow
32bowtie2 -x ref_index -U reads.fq -S aligned.sam
33samtools view -bS aligned.sam | samtools sort -o aligned.sorted.bam
34```
35
36```bash
37# Start an RNA structure or phylogeny workflow
38RNAfold < sequences.fa
39iqtree -s alignment.fa
40```
41
42```bash
43# Inspect repo-backed bio projects
44ls /home/vimalinx/Projects/bio_studio/repositories/active
45```
46
47## Recommended Workflow
48
491. Begin with the verified CLI inventory in the `bio` environment.
502. Route the task to a narrower skill whenever the job has a clear domain: sequence analysis, protein structure/design, yeast learning project, Biomni, Evo 2, or RFdiffusion.
513. Use repo-backed projects only after confirming their extra dependencies are satisfied.
524. Keep the umbrella skill focused on tool selection and environment reality checks, not on pretending every downstream project is already turnkey.
53
54## Guardrails
55
56- The reliable base layer here is the installed CLI toolchain in the `bio` environment.
57- Repo-backed projects like Biomni, Evo 2, and RFdiffusion are present locally but each has additional setup gaps or missing dependencies.
58- Do not advertise absent tools just because earlier autogenerated docs mentioned them. Limit recommendations to commands or repos that are actually present.
59- When in doubt, prefer the narrower skill that matches the concrete subtask.