issue-grouping
issue-grouping
【效率与协作】Group similar issues.
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issue-grouping
【效率与协作】Group similar issues.
MailerLite Automation
【效率与协作】Automate email marketing workflows including subscriber management, campaign analytics, group segmentation, and account monitoring through MailerLite via Composio
Uploadcare Automation
【效率与协作】Automate Uploadcare file management including listing, storing, inspecting, downloading, and organizing file groups through natural language commands
google_admin-automation
【开发与工程】Automate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration. Always search tools first for current schemas.
aria-required-children
【开发与工程】Use when applies to custom ARIA widgets using composite roles: tablist, list, listbox, menu, menubar, tree, treegrid, grid, rowgroup, row, radiogroup. Use when reviewing components built with div/span elements that replace native HTML list, select, or nav elements.
aria-treeitem-name
【效率与协作】Use when applies to custom tree widgets built with role='tree', role='treeitem', and role='group'. Common in file explorers, nested navigation menus, org charts, and any UI where items can be expanded or collapsed to reveal children.
cut-the-curve
【文档与办公】The technique catalog: five velocity-matched SEAMS (zoom-through, INVERSE zoom-through, cut-the-curve, waterfall cut, rack-focus blur-cut) plus the two in-scene techniques — waterfall ENTRY (staggered arrival cascades for title cards / segment openers) and the nudge curve (slow-fast-slow three-phase group slides). Covers partial-travel (~12% of frame…
deepchem
【数据与研究】Builds molecular property prediction and MoleculeNet workflows with DeepChem, including SMILES featurization, scaffold or grouped holdouts, masked labels, graph models and explicit pretrained encoder transfer. Used for ADMET, toxicity, solubility and chemistry ML when DeepChem data/model contracts and scientific validation are needed.
experimental-design
【设计与创意】Designs experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial …
pytdc
【数据与研究】Provides Therapeutics Data Commons workflows through PyTDC for registry discovery, dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle scoring. Use when working with TDC therapeutic ML datasets or benchmarks.
statistical-analysis
【数据与研究】Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a hypothesis, analyze experimental or survey data, check statistical assumptions, compute required sample sizes, or write up results - …
aws-ec2
【部署与运维】Manage EC2 instances, AMIs, and auto-scaling groups. Configure security groups, key pairs, and instance types. Use when deploying compute resources on AWS.
aws-vpc
【设计与创意】Design and implement VPCs and networking. Configure subnets, route tables, and security groups. Use when setting up AWS network infrastructure.
changelog-entry
【效率与协作】Generate a properly formatted CHANGELOG.md entry in Keep a Changelog format from a commit range or PR. Groups changes into Added/Changed/Deprecated/Removed/Fixed/Security categories and outputs a ready-to-paste block.
company-email-accounts
【开发与工程】Mailbox and licence register: employee, account type, aliases, groups, tool, licence cost, 2FA and password policy state, and access-review dates. Use for account provisioning.
dali-short-address-commissioner
【效率与协作】Commissions DALI and DALI-2 (IEC 62386) lighting buses: short-address assignment (0-63), 24-bit binary search collision resolution, groups, and DT8 color control. Trigger phrases: commission dali, dali short address, dali collision resolution, dali bus addressing, dali-2 setup.
dei-dashboard
【效率与协作】Diversity, equity and inclusion dashboard: metric by department and period, value against target, group size and minimum-threshold flag. Use for DEI reporting.
fp-data-transforms
【数据与研究】Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access