三维度质量审查：一致性 + 技术正确性 + 学生视角 QA；输出并收敛 QA_REPORT。
Run QA tests using agent-browser and post results to the qabot dashboard. Interactive mode helps craft fixtures.
Step 4 of Quick Agent Deployer: automated health checks, inference benchmarks, and tool dry-runs.
QADeputy integration. Manage data, records, and automate workflows. Use when the user wants to interact with QADeputy data.
Run model quality checks before simulation. Use when user asks to "check the model", "validate", "QA/QC", or before running a simulation.
Author-guideline skill for Quality Assurance and Safety of Crops & Foods (Codon Publications, ISSN 1757-8361).
Manage torrents with qBittorrent. Use when the user asks to "list torrents", "add torrent", "pause torrent", "resume torrent", "delete torrent", "check download status", "torrent…
Contains verified AJE/RJE/PJE posting workflows (AuditAdjustment and MaterialityThresholds data structures), TrialBalanceRow extraction with debit/credit normal-balance logic, and…
Use when when processing a batch of LC-MS samples in mzML or mzXML format where at least one file has been designated as a quality control (QC) file, extract its TIC or BPC before…
生信 QC 报告和可复现交付 skill。用于 MultiQC、Jupyter、Quarto、RMarkdown、HTML/PDF 报告、figure export、run manifest、方法记录、参数记录、结果包和可复现分析说明。
Quality control review for any deliverable. Checks against client brand preferences and agency quality standards.
Use when after drift correction and before imputation when you have LC-MS data with designated QC samples and you need to remove features with poor reproducibility across QC…
Use when after drift correction has been applied to your LC-MS peak table and you need to identify low-quality metabolic features that exhibit high internal spread (RSD, RSD*) or…
Use when when constructing a sample list from an Excel template for LC/GC-MS analysis, you must classify each QC sample by type before proceeding to plate layout and randomization…
Use when after batch correction of a metabolomics dataset using pooled study quality control (SQC) samples, when you have multiple candidate internal standards and need to…
Use when after applying one or more mpactr filters (filter_mispicked_ions, filter_group, filter_cv, filter_insource_ions) to an mpactr object, call qc_summary() to obtain — from…
Use when configuring a new injection-plate design template in InjectionDesign if you have multiple QC types to position on a plate and need to visually distinguish them in the…
Use when you have acquired a versioned QC workflow definition file (YAML or JSON) from a metabolomics QC system release (e.g., v1.0.
企查查官方 CLI — 企业工商、风险、知识产权、经营信息一站式查询。输入企业名称即可调用 67 个 API 获取注册信息、股东、高管、失信、行政处罚、专利、招投标、融资、舆情等全维度企业数据。触发场景：查企业、背调、尽调、风险排查、企业画像、商机分析、企业信用评估、供应商审查。使用 agent-browser 补充高管履历和地方互动等互联网信息。
Use for version release, GoReleaser automation, and publishing workflows in qcc_plus project
Summarize noisy WeChat group chats into decisions, action items, mentions, risks, and tracked keywords for OpenClaw workflows.
Use when you have Sciex Multiquant txt exports containing signal intensities from QCpool samples injected at regular intervals (e.g., every 10–20 samples) during one or more…
Use when you have Sciex Multiquant (≥v3.0.3) TXT export files containing metabolomics or lipidomics analytical sequences that include pooled QC samples, and you need to verify…
Run Qualitative Diffusion App Designer (QDAD) — a qualitative re-implementation of diffusion for app design.
Comprehensive Word document creation, editing, and analysis. Use for creating new .docx files, editing with tracked changes, extracting text/tables, and converting formats.
Guides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with the server', 'keep a local shard in sync with Qdrant Cloud', 'BM25 or…
Provides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity search, and vector management for Java applications.
An official Qdrant MCP server implementation that provides semantic memory capabilities for AI agents.
Qdrant Operations — управление коллекциями Qdrant, sparse vectors, snapshots. ИСПОЛЬЗУЙ когда создаёшь/настраиваешь коллекции Qdrant, мигрируешь с ChromaDB, настраиваешь named…
Qdrant sparse vector operations: collection creation with SparseVectorParams, Modifier.IDF for miniCOIL/SPLADE/BM42, upserting SparseVector points, sparse search, hybrid search…
Manage Qdrant vector database — collections, points, and vector search via the REST API.
Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
Drafts Qualified Domestic Relations Orders (QDROs) compliant with ERISA §206(d)(3) and IRC §414(p) to divide retirement benefits in divorce.
AI agents as force multipliers for quality work. Core skill for all 19 QE agents using PACT principles. — from proffesor-for-testing/agentic-qe
Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval.
Use to sharpen the one-sentence contribution of a Quantitative Economics (QE) manuscript so a general-interest Econometric Society reader sees the quantitative payoff immediately.
Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance.
Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
Use when a Quantitative Economics (QE) decision letter arrives (R&R or major/conditional revision) and a response strategy and letter are needed.
Use when running the final pre-submission preflight for Quantitative Economics (QE) via the Econometric Society online portal — membership gate, submission fee, PDF format rules,…
Use when building or auditing tables and figures for a Quantitative Economics (QE) manuscript so exhibits follow QE house rules — no significance asterisks or boldface, standard…
Use when deciding which qe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quantitative Economics (QE) submission.
Use when polishing prose, abstract, and introduction for a Quantitative Economics (QE) manuscript so a quantitative method and its economic payoff land for a general-interest…
Batch, streaming, and GPU-accelerated decoding paths for QECTOR. Covers the manual 13 CUDA / OpenCL bit-identity contract, the per-thread scratch sizing formula (manual 13.4), the…
Per-decoder internals from the v1.0.0 reference manual. For each of the fifteen specialised backends, gives the algorithm, the theorem(s) it inherits, its claim boundary, and a…
Detector error model (DEM) parsing, collapse, priors, and routing for QECTOR. Covers the manual 14 collapse rule (independent-XOR combination p = p1(1-p2) + p2(1-p1)),…
QECTOR terminology, notation, and symbols from the v1.0.0 reference manual (Appendix A and B). Load for any question about what a term means, what symbol is used, or how the…
Logical error rate (LER) methodology for QECTOR. Covers the Wilson 95% score interval, the chapter 22.3 required-artifact metadata block, the code_capacity / circuit_level tagging…
QECTOR licensing, tier enforcement, and key activation. Covers the three license tiers (Community d<=7, Pro d<=19, Enterprise d<=63), the Ed25519-signed token formats (QECT-PRO-*,…
Sinter decoder entry points for QECTOR (manual 17.2). Covers `qector_sinter_decoders()` returning qector_blossom, qector_belief, qector_unionfind, qector_bposd,…
Two-stage CSS decoding for QECTOR (manual chapter 12). Independent X and Z decoders assume P(X, Z) = P(X) P(Z); depolarising noise violates this.
The optional QECTOR Workbench desktop application (manual 17.5, 20). Covers the device-local stdio MCP integration, the historical changelog (0.7.0 -> 1.0.0), the explicit…
Use when the user asks to transcode, encode, convert, re-encode, or process a video — or to produce HLS, DASH, MP4, MP3, thumbnails, or any other Qencode output.
QFC blockchain interaction — wallet, faucet, chain queries, staking, epoch & finality, AI inference
Use when answering an operator "how do I…" or troubleshooting question about qfs — connecting an account (Gmail, Drive, GitHub, Slack, S3/R2, SQL, git), adding a second or…
Use after making changes to run the project's quality gates and report pass or fail for each relevant check.
Run QGIS geospatial processing with qgis_process for repeatable vector/raster workflows (reproject, clip, dissolve, buffer, merge, raster warping).
qgis_process 是 QGIS 自带的命令行工具（QGIS Processing Executor），允许在不启动 QGIS 桌面应用的情况下，直接从命令行运行 Processing 算法和模型（内置算法或由插件提供）。它适用于服务器端批量处理、CI/CD 自动化流水线、脚本化 GIS 工作流等场景。
Search knowledge from Qianfan Knowledgebase. Use this when you need to retrieve information from user's private knowledge bases on Baidu Qianfan platform.
Analyze image files, image URLs, PDF files, and PDF URLs when the task requires recognizing, understanding, extracting, answering questions about, or locating content from the…