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

research-config

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

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personTashanworldAPI key: unconfirmed

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

statistics-skills

10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling. Design: method guides covering assumptions, code, and result interpretation.

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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

bilingual-social-science-writer

Organize bilingual Chinese and English social-science research projects, including manuscript structure, literature notes, evidence maps, data dictionaries, research logs, ethics checklists, submissio…

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personOpenScientificSkillsAPI key: unconfirmed

cerna-analysis

Build a ceRNA regulatory network from a key gene list using miRNA-mRNA and miRNA-lncRNA reference tables, with CSV exports and PDF visualization. The ModelScope package requires reference data obtaine…

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personTashanworldAPI key: unconfirmed

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

econometrics-skills

10 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.

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