Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personTashanworldAPI key: unconfirmed

pysam-genomic-files

Read/write SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ. Region queries, pileup, variant filtering, read groups. Python htslib wrapper exposing samtools/bcftools CLI. Use STAR/BWA for alignment; GATK/DeepVarian…

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personTashanworldAPI key: unconfirmed

research-grants

Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation na…

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personTashanworldAPI key: unconfirmed

scientific-brainstorming

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-st…

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personTashanworldAPI key: unconfirmed

seaborn-statistical-plots

Statistical visualization on matplotlib with native pandas support. Auto aggregation, CIs, grouping for distributions (histplot, kdeplot), categorical (boxplot, violinplot), relational (scatterplot, l…

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personTashanworldAPI key: unconfirmed

star-rna-seq-aligner

Splice-aware RNA-seq aligner producing sorted BAM and splice junction tables. Builds genome index, runs two-pass alignment for better junctions. Outputs sorted BAM, junctions (SJ.out.tab), stats (Log.…

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personOpenScientificSkillsAPI key: unconfirmed

abinit

Index entry for an upstream research Skill intended for research work involving abinit. Maintained upstream by Hello-QM; source files are not included in this package.

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ranking-elo-update

Apply deterministic Elo updates for one completed tournament batch, persist touched hypotheses, and write the ranking update receipt.

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run-policy-router

Interpret the user's high-level research intent into `RUN_POLICY.yaml` and `state/POLICY_DECISION.json`.

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personTashanworldAPI key: unconfirmed

scientific-writing

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research…

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personTashanworldAPI key: unconfirmed

seaborn-statistical-visualization

Statistical visualization on matplotlib + pandas. Distributions (histplot, kdeplot, violin, box), relational (scatter, line), categorical, regression, correlation heatmaps. Auto aggregation/CIs. Use p…

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personTashanworldAPI key: unconfirmed

stat-writing

End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer reports and response letters, and scaffold book man…

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personTashanworldAPI key: unconfirmed

trackpy-particle-tracking

Python library for single-particle tracking (SPT) in video microscopy via the Crocker-Grier algorithm. Locate particles (fluorescent spots, colloids, vesicles, cells) per frame, link into trajectories…

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personOpenScientificSkillsAPI key: unconfirmed

ablation-planner

Index entry for an upstream research Skill intended for planning ablation studies and comparing experimental components. Maintained upstream by wanshuiyin; source files are not included in this packag…

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research-config

Generate a `ResearchPlan` from `input.md` or equivalent raw research input.

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samtools-bam-processing

CLI toolkit for SAM/BAM/CRAM: sort, index, convert, filter, QC alignments. Core commands: view, sort, index, flagstat, stats, depth, markdup, merge. Required between alignment and variant/peak calling…

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personTashanworldAPI key: unconfirmed

scikit-image-processing

Python image processing for microscopy and bioimage analysis. Read/write images, filter (Gaussian, median, LoG), segment (thresholding, watershed, active contours), measure region properties, detect f…

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personTashanworldAPI key: unconfirmed

statsmodels-statistical-modeling

Python statistical modeling: regression (OLS, WLS, GLM), discrete (Logit, Poisson, NegBin), time series (ARIMA, SARIMAX, VAR), with rigorous inference, diagnostics, and hypothesis tests. Use scikit-le…

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personOpenScientificSkillsAPI key: unconfirmed

abstract

Index entry for an upstream research Skill intended for planning or drafting research abstracts. Maintained upstream by brycewang-stanford; source files are not included in this package.

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