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Write regression tests that catch recurring bugs in FastMCP changes using pytest. Covers reproducing failures before a fix, testing requests without a network server, and checking outgoing requests while replacing external services with test substitutes.

中文简介正在准备中。当前显示英语简介。

  • Reproducing a bug before testing its fix
  • Testing MCP behavior without a network server
  • Checking requests sent to external services
PrefectHQ/fastmcp2.8万2026年10月21日 更新

Analyze marker-gene sequencing data to study microbial communities. Supports FASTQ quality checks and, with primers, metadata, and taxonomy resources, workflows that produce sequence variant tables, taxonomic assignments, diversity measurements, and plots.

中文简介正在准备中。当前显示英语简介。

  • Check amplicon FASTQ quality and analysis readiness
  • Generate sequence variant and taxonomy tables
  • Visualize microbial diversity and taxon composition
openai/plugins75172026年10月8日 更新

Start shotgun metagenomics workflows for mixed-community DNA reads in FASTQ files. Check read quality, remove host sequences, and profile organisms and biological functions using supported tools and databases, producing tables and visual summaries when results are available.

中文简介正在准备中。当前显示英语简介。

  • Checking FASTQ quality and analysis readiness
  • Removing host-derived sequences before profiling
  • Summarizing microbial composition across samples
openai/plugins75172026年10月8日 更新

Configure and troubleshoot Claude Code within BB. Inspect provider settings, adjust context and sandbox options, enable Chrome integration, and manage Fast service selection while checking how changes affect the current conversation.

中文简介正在准备中。当前显示英语简介。

  • Inspect Claude Code settings in BB
  • Configure Claude in Chrome integration
  • Select Fast service for a supported conversation
get-bb/bb45162026年10月20日 更新

pysam

免费

Read, query, filter, and write genomic files with pysam in Python. Extract regions, summarize variants, and count aligned bases while handling coordinate conventions, file indexes, headers, and the reference sequences needed to decode CRAM files.

中文简介正在准备中。当前显示英语简介。

  • Inspect genomic file formats, headers, and indexes
  • Filter alignment records by quality and flags
  • Summarize variants and genotypes in a genomic region
K-Dense-AI/scientific-agent-skills5.3万2026年10月19日 更新

Build evolutionary trees from related nucleotide or protein sequences using MAFFT with IQ-TREE or FastTree. Review branch support, a measure of evidence for each grouping, and produce tree summaries and optional visualizations.

中文简介正在准备中。当前显示英语简介。

  • Build gene trees from related nucleotide sequences
  • Compare evolutionary relationships within protein families
  • Review branch support and analysis logs
K-Dense-AI/scientific-agent-skills5.3万2026年10月19日 更新

mageck

免费

Analyze pooled CRISPR screens from FASTQ reads or guide-count tables using MAGeCK. Validate inputs, assess library and replicate quality, and rank enriched or depleted genes with effect sizes and false discovery rates, which estimate false-positive proportions.

中文简介正在准备中。当前显示英语简介。

  • Counting guide reads from FASTQ files
  • Checking library representation and replicate consistency
  • Comparing treatment and control screens
K-Dense-AI/scientific-agent-skills5.3万2026年10月19日 更新

Prepare bulk RNA-seq sequencing files or quantification outputs for gene-level comparisons. Check sample information and data quality, configure processing workflows, and assemble validated count tables and metadata for downstream differential expression analysis with PyDESeq2.

中文简介正在准备中。当前显示英语简介。

  • Preparing gene count tables from FASTQ files
  • Configuring an nf-core/rnaseq workflow
  • Combining Salmon, STAR, or featureCounts outputs
K-Dense-AI/scientific-agent-skills5.3万2026年10月19日 更新

doc-i18n

免费

Translate FastGPT documentation from Chinese into natural English for North American readers. Follow the shared product glossary, preserve document structure and code, synchronize navigation files, and check for missing translations or English pages that need updates.

中文简介正在准备中。当前显示英语简介。

  • Updating English docs after changes to Chinese pages
  • Translating a specified documentation folder
  • Synchronizing English navigation with translated pages
labring/FastGPT3万2026年10月20日 更新

Assess FastMCP vulnerability reports by preserving evidence, reproducing claims, and identifying which component owns the failed protection. Establish affected versions and realistic impact, review proposed fixes, and recommend how the report should be handled.

中文简介正在准备中。当前显示英语简介。

  • Assessing vulnerability reports and bug bounty submissions
  • Separating OAuth proxy issues from deployment problems
  • Checking affected versions and realistic impact
PrefectHQ/fastmcp2.8万2026年10月21日 更新

Guide Nexent backend design, implementation, debugging, and review across database schemas, FastAPI endpoints, services, and configuration. Check existing interfaces, consult references for each affected layer, and verify successful and failed behavior while preserving public contracts.

中文简介正在准备中。当前显示英语简介。

  • Design relational tables, keys, and indexes
  • Implement or review FastAPI endpoint changes
  • Debug backend services and database access
ModelEngine-Group/nexent60012026年10月21日 更新

Investigate fast-agent session files and logs to diagnose unexpected endings, tool loops, and mismatched tool responses. Inspect conversation history, summarize model and tool execution times, and connect sub-agent traces with the corresponding main-session activity.

中文简介正在准备中。当前显示英语简介。

  • Investigate an unexpectedly ended session
  • Check tool loops and missing tool responses
  • Identify slow model calls and tool executions
evalstate/fast-agent39442026年10月21日 更新

Fix Fastly Compute Rust crate `cargo test` failures with "ld: symbol(s) not found" errors for Fastly SDK symbols like `_version_set`, `_body_new`, `_req_send` on native host builds. Use when: (1) `cargo test` on a Fastly Compute crate fails at link time with errors mentioning libfastly and symbols with names like `fastly::http::response::handle::...`, (2) You added a `#[cfg(test)]` module to a file in a Fastly Compute binary crate and the tests never seem to run or fail to link, (3) Existing `#[cfg(test)]` modules in src/main.rs or its sibling modules appear dead despite being present in the source tree, (4) `cargo test --lib` works but `cargo test` fails.

中文简介正在准备中。当前显示原文说明。

divinevideo/divine-mobile2652026年10月21日 更新

biopython

免费

Process DNA, RNA, and protein sequences with Biopython, convert biological files, and retrieve NCBI records. Supports batch workflows for sequence comparison, searches for similar sequences, protein structure analysis, and evolutionary trees.

中文简介正在准备中。当前显示英语简介。

  • Convert GenBank files to FASTA
  • Calculate sequence length and GC content in batches
  • Retrieve sequences and publication records from NCBI
K-Dense-AI/scientific-agent-skills5.3万2026年10月19日 更新

Automate lab data tasks in Benchling using its Python SDK and REST API. Import and export sequences, inspect sample inventory, and work with electronic lab notebooks and workflow tasks while checking schemas, permissions, and operation results.

中文简介正在准备中。当前显示英语简介。

  • Importing DNA sequences from FASTA files
  • Auditing sample inventory at a storage location
  • Exporting sequences for a specific schema to CSV
K-Dense-AI/scientific-agent-skills5.3万2026年10月19日 更新

test-case

免费

Write unit tests for FastGPT code, covering normal behavior, edge cases, and errors. It guides test placement, limits mocks that replace real dependencies, and checks TypeScript errors and coverage, the share of code exercised by tests.

中文简介正在准备中。当前显示英语简介。

  • Adding unit tests for individual functions
  • Testing edge cases and error handling
  • Testing functions that make API requests
labring/FastGPT3万2026年10月20日 更新

Keep FastGPT build and test workflows aligned across GitHub Actions and Forgejo Actions. Adapt registry destinations, credentials, proxy settings, and platform-specific steps so the corresponding workflows support the internal network environment.

中文简介正在准备中。当前显示英语简介。

  • Synchronizing CI changes across GitHub and Forgejo
  • Adapting image builds for an internal network
  • Checking pull requests for missing workflow updates
labring/FastGPT3万2026年10月20日 更新

Develop and review FastGPT data migration tasks for automatic system upgrades. Define safe reruns, resume points, progress reporting, and failure handling, while checking task order and whether upgrades must block application startup.

中文简介正在准备中。当前显示英语简介。

  • Adding a data migration to an automatic upgrade
  • Designing batch processing that resumes after interruption
  • Reviewing startup blocking and failure policies
labring/FastGPT3万2026年10月20日 更新

Hardening

免费

Strengthen existing tests with fast-check by checking properties across generated inputs. Find bugs that example tests miss and reduce failing inputs to small, reproducible cases. Property testing is available; the other listed workflows remain planned.

中文简介正在准备中。当前显示英语简介。

  • Checking parser behavior across generated inputs
  • Testing serialization and deserialization round trips
  • Finding pure functions covered only by example tests
danielmiessler/LifeOS2万2026年9月4日 更新

Organize ATAC-seq, ChIP-seq, CUT&RUN, or CUT&Tag inputs and route them to suitable analysis workflows. Covers initial quality checks and preparation for finding peaks, genomic regions with concentrated signal, and comparing them across samples.

中文简介正在准备中。当前显示英语简介。

  • Choose an analysis workflow for an epigenomics assay
  • Check FASTQ inputs and sample-sheet readiness
  • Organize control and biological replicate information
openai/plugins75172026年10月8日 更新

Routes bulk RNA-seq requests to workflows for generating expression counts and checking quality, or comparing gene expression between groups. Checks input data, sample information, and analysis requirements before directing the next step.

中文简介正在准备中。当前显示英语简介。

  • Generate expression counts from FASTQ files
  • Compare gene expression between sample groups
  • Plan quality checks and statistical analysis together
openai/plugins75172026年10月8日 更新

Plan or run bulk RNA-seq processing from sequencing reads to count matrices, tables of expression counts across samples. Check sample metadata, reference consistency, read mapping, and quantification quality, and produce summaries for downstream analysis.

中文简介正在准备中。当前显示英语简介。

  • Generate count matrices from FASTQ files
  • Check reference files and sample metadata
  • Review mapping and quantification quality
openai/plugins75172026年10月8日 更新

Upgrade the chat app’s fast or good model slot across Rust backend code and the frontend. Updates model definitions, selection logic, generated types, and display names, then checks compilation and consistency.

中文简介正在准备中。当前显示英语简介。

  • Upgrade the default chat model
  • Replace the smart mode model
  • Align backend definitions with frontend model labels
macro-inc/macro47852026年10月21日 更新

Explore scientific data files to understand their structure, statistical patterns, and quality. References cover over 200 formats, with workflows for producing Markdown reports that summarize findings and recommend preprocessing, visualizations, and further analysis.

中文简介正在准备中。当前显示英语简介。

  • Checking missing values and outliers in experimental tables
  • Examining sequence lengths and quality scores in FASTQ files
  • Inspecting microscopy image dimensions and metadata
spacering-net/codeg40422026年10月20日 更新