to-questionnaire
to-questionnaire
【效率与协作】Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
THE SKILLS DIRECTORY
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cso
cso
【效率与协作】Security audit: supported static findings; qualified profiles add reproduction and repair candidates. (gstack)
pair-agent
pair-agent
【效率与协作】Pair a remote AI agent with your browser. (gstack)
paperclip-dev-workspace-run-verify-fix
paperclip-dev-workspace-run-verify-fix
【数据与研究】Run, verify, reseed, and repair Paperclip isolated dev workspace services. Use when asked to start or fix a managed project/worktree service and prove health, login readiness, cloned data, runtime visibility, and correct port ownership.
iqair-airvisual-automation
iqair-airvisual-automation
【设计与创意】Automate Iqair Airvisual tasks via Rube MCP (Composio). Always search tools first for current schemas.
raffle-winner-picker
raffle-winner-picker
【文档与办公】Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.
repairshopr-automation
repairshopr-automation
【开发与工程】Automate Repairshopr tasks via Rube MCP (Composio). Always search tools first for current schemas.
esm
esm
【效率与协作】Uses the Biohub esm Python SDK for ESM3 protein generation, ESMC embeddings, and ESMFold2 all-atom folding. Applies to local model inference and Biohub hosted clients, including former Forge workflows; distinguishes the separate legacy fair-esm distribution.
marine-carbonate-chemistry
marine-carbonate-chemistry
【数据与研究】Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research. Use for paired total alkalinity, dissolved inorganic carbon, pH, or seawater pCO2/fCO2 measurements; carbonate speciation; aragonite and calcite saturation; Revelle factors; lab-to-in-situ temperature and pressure correc…
openpiv
openpiv
【设计与创意】Performs Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windows, validating and replacing spurious PIV vectors, or computing vorticity, strain rate, and turbulence statistics from measured velo…
primer-design
primer-design
【设计与创意】Designs and audits PCR and RT-qPCR primers with Primer3, explicit thermodynamic conditions, reference-based off-target amplification searches, and traceable sequence coordinates. Use for designing primer pairs, checking existing primers, exon-junction or isoform-specific assays, variant masking, cloning tails, multiplex compatibility, and interpretin…
qiime2-amplicon
qiime2-amplicon
【效率与协作】Processes paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance. Checks paired FASTQ manifests, primer orientation diagnostics, predicted post-trimming overlap, sample IDs, runtime versions and read retention, and guides selection of compatible taxonomic classifiers.
seaborn
seaborn
【设计与创意】Creates Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons, regression displays, pair plots, and heatmaps. Supports function and objects interfaces with explicit aggregation, uncertainty, and missing-data handling. Best suited to static exploratory plots; plotly covers interactive figu…
advanced-evaluation
advanced-evaluation
【开发与工程】This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment.
ai-pipeline-orchestration
ai-pipeline-orchestration
【数据与研究】Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.
airflow-dag-patterns
airflow-dag-patterns
【部署与运维】Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
airflow-dag-patterns
airflow-dag-patterns
【部署与运维】Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
airtable-automation
airtable-automation
【开发与工程】Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
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