Product & Planning

boshi-xixixi Skill

Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', 'ColBERT reranking', or 'missing keyword matches'

bg-szy Skill

Therapeutics Data Commons (TDC) AI-ready drug discovery datasets. Curated ADME, toxicity, DTI, DDI with scaffold/cold splits, standardized metrics, molecular oracles, and ADMET benchmarks for therapeutic ML and property prediction. For chemical database queries use chembl-database-bioactivity; for featurization use molfeat.

bg-szy Bundle

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

bg-szy Bundle

Align RNA-seq reads with STAR (Spliced Transcripts Alignment to a Reference). Supports two-pass mode for novel splice junction discovery. Use when aligning RNA-seq data requiring splice-aware alignment.

bg-szy Bundle

End-to-end neoantigen discovery from somatic variants to ranked vaccine candidates. Integrates HLA typing, MHC binding prediction, pVACtools neoantigen calling, and immunogenicity scoring. Use when identifying tumor neoantigens for personalized vaccine design or checkpoint biomarkers.

bg-szy Bundle

Discover novel miRNAs and quantify known miRNAs using miRDeep2 de novo prediction from small RNA-seq data. Use when identifying new miRNAs or performing comprehensive miRNA profiling with discovery.

bg-szy Bundle

Implements nested cross-validation and stratified splits for unbiased model evaluation on biomedical datasets. Prevents data leakage and overfitting in biomarker discovery. Use when validating classifiers or optimizing hyperparameters on omics data.

bg-szy Bundle

Preprocess small RNA sequencing data with adapter trimming and size selection optimized for miRNA, piRNA, and other small RNAs. Use when preparing small RNA-seq reads for downstream quantification or discovery analysis.

bg-szy Bundle

Perform in silico gene knockout analysis and synthetic lethality screens using COBRApy single and double deletions. Predict essential genes and identify synthetic lethal pairs for drug target discovery. Use when identifying essential genes or finding synthetic lethal drug targets.

bg-szy Bundle

Selects informative features for biomarker discovery using Boruta all-relevant selection, mRMR minimum redundancy, and LASSO regularization. Use when identifying biomarkers from high-dimensional omics data.

bg-szy Skill

Multi-omic biomarker discovery studio that ingests expression + metadata, performs QC, multi-strategy feature selection, nested CV model training, survival analysis hooks, and SHAP-based interpretation. Use to design translational biomarker panels with documented evidence.

bg-szy Skill

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

bg-szy Bundle

AI video generation for agents through Luxin's zero-setup hosted creative runtime. Use when a prompt should become a durable hosted video without provider credentials, OAuth, local runtime, or per-provider billing. Start with the no-spend guide, choose a video model, and keep model discovery, jobs, costs, URLs, JSON recovery, payments, and feedback in one loop.

jackspace Bundle

Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.

jackspace Bundle

Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.

jackspace Bundle

Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics, genomics, structural biology, proteomics, and drug discovery. This skill provides access to 600+ scientific tools including machine learning models, datasets, APIs, and analysis packages. Use when searching for scientific tools, executing computational biology workflows, composing multi-step research pipelines, accessing databases like OpenTargets/PubChem/UniProt/PDB/ChEMBL, performing tool discovery for research tasks, or integrating scientific computational resources into LLM workflows.

jackspace Bundle

Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

boshi-xixixi Bundle

Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someone asks to prioritize, rank, sequence, or triage impediments, countermeasures, remediation items, risks, findings, gaps, action items, or backlog entries; or mentions value-stream prioritization, A3 / lean countermeasure ranking, ROI vs. effort scoring, or building a remediation / improvement backlog. Works with GHQR findings, audit results, retrospective action items, risk registers, architecture review gaps, or any free-form `{impediment, countermeasure}` list.

boshi-xixixi Bundle

Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_search`, and oversized-response handling. Load this skill first when connecting an agent to Power Automate. For specialized workflows, load `flowstudio-power-automate-build`, `flowstudio-power-automate-debug`, `flowstudio-power-automate-monitoring` (Pro+), or `flowstudio-power-automate-governance` (Pro+) — each contains the workflow narrative, this skill provides the plumbing they all rely on. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app

boshi-xixixi Skill

Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure infrastructure, generate Infrastructure as Code from existing subscriptions/resource groups/resource IDs, map dependencies, derive exact import addresses from downloaded module source, prevent configuration drift, and produce AVM-based Terraform files ready for validation and planning across any Azure resource type.

infrasity-labs Bundle

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.

lingxling Skill

Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other AWS work — deploying to SageMaker, creating resources, calling AWS APIs, or anything that touches an AWS account. Use it especially when the user has not specified a region or profile explicitly, when they say things like "use my AWS account", "deploy to AWS", "use my profile", or when about to make any AWS CLI or SDK call. Never guess the region or account ID — always use this skill to read it from the local configuration first.

mhassan0000 Skill

Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement, review, and gated commit. Use to turn an SDD/PRD into a running starting point.

mhassan0000 Bundle

AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.

hashgraph-online-awesome-codex-plugins Bundle

Clarify feature requirements, pressure-test scope and domain terms, and produce a feature spec before implementation. Use for fuzzy requirements, PRD/spec requests, 需求对齐, 拷问需求, or 设计文档. Read existing evidence before asking focused questions. For concrete implementation planning use dev-plan; a generic "do not edit code" instruction alone does not trigger intake. Supports --quick, --deep, and --spec-only.

hashgraph-online-awesome-codex-plugins Skill

Prepare a complete Quarterly Business Review package from the quarter's campaign data: a performance scorecard of goals vs actuals vs benchmarks, top-3 wins with attribution stories, underperformance root-cause analysis, ROI and budget-efficiency breakdowns, 3-5 strategic recommendations, upsell business cases, a next-quarter roadmap, action items with owners, and an account health score. Triggers on "/digital-marketing-pro:qbr-plan", "prepare the QBR", "build the quarterly review for this client", "quarterly business review deck", "summarize the quarter for the client meeting". Reads the brand profile, guidelines, custom templates, and agency SOPs; works from campaign data the user supplies and structures the presentation content — it does not pull live platform metrics itself.

hashgraph-online-awesome-codex-plugins Bundle

Build local SEO strategy end to end — Google Business Profile optimization, NAP consistency and citation cleanup, local pack ranking tactics, location and service-area pages, review management, local link building, LocalBusiness schema, and multi-location management — delivered as audit reports, checklists, and a 30/60/90-day roadmap. Triggers on "/digital-marketing-pro:local-seo", "optimize my Google Business Profile", "why aren't we in the map pack", "fix our NAP consistency", "local SEO for our 12 locations", "rank for near me searches". Includes Google's 2026 agentic-booking guidance for local services, home repair, beauty, and pet care verticals. Reads the brand profile and compliance rules; its reference files also power /digital-marketing-pro:local-seo-audit.

hashgraph-online-awesome-codex-plugins Skill

Detect and model the growth loops already compounding in a business — viral, content, data, paid, ecosystem, community — then quantify each loop's amplification factor, cycle time, and bottleneck, propose new loops, and rank investments by projected 12-month ROI with a sequenced implementation roadmap. Triggers on "/digital-marketing-pro:loop-detect", "what growth loops do we have", "model our viral loop", "why isn't growth compounding", "where should we invest for compound growth". Runs the growth-loop-modeler script for detection and 12-month loop comparisons, and reads the brand profile for business model and industry benchmarks. Analysis and recommendations only — it changes nothing in any live system.

hashgraph-online-awesome-codex-plugins Skill

Write a production-ready video script — 3 hook variants, timestamped dialogue with visual and audio direction columns, CTA placement map, retention notes, accessibility package, and thumbnail concepts. Detects whether the script is organic or an ad: organic scripts declare a search/browse discovery intent, ad scripts inherit objective, audience, and offer from campaign context and follow per-format rules (6s bumper, 15s skippable, 30s spot, UGC-style with disclosure). Triggers on "/digital-marketing-pro:video-script", "write a YouTube script about X", "script a 15-second ad", "TikTok video for our launch", "explainer video script". Reads the brand profile and campaign briefs; every script passes the /digital-marketing-pro:check gate before delivery.

hashgraph-online-awesome-codex-plugins Skill

Audit the marketing technology stack — map every tool to 11 core functions, flag gaps and redundant overlaps with wasted-spend estimates, score integration health and data silos, rate stack maturity on a 5-level scale, and deliver consolidation recommendations with ROI projections and a phased 0-30-day / 1-3-month / 3-12-month implementation roadmap. Triggers on "/digital-marketing-pro:martech-audit", "audit our martech stack", "are we paying for overlapping tools", "what's missing from our marketing stack", "help us consolidate platforms". Assessment and recommendations only — it changes no live systems and buys nothing. Reads the brand profile for industry benchmarking and compliance constraints.

hashgraph-online-awesome-codex-plugins Bundle

Systematic quality discovery and issue detection

hashgraph-online-awesome-codex-plugins Skill

Inventory and score everything currently running for a brand across paid search, paid social, email, organic, SEO, AEO/GEO, CRM, and analytics — produces a dated audit document with a 4-tier triage (healthy / quick win / strategic gap / red flag), a quick-wins backlog, and a compliance posture section. Strictly read-only: it never pauses, edits, or launches anything. Triggers on "/digital-marketing-pro:campaign-audit", "what's currently running for this brand", "audit our existing campaigns", "we just inherited this account", "where is budget leaking". Requires a validated brand profile (run validate-profile first); missing connectors degrade gracefully into findings. Feeds /digital-marketing-pro:campaign-plan and pairs with /digital-marketing-pro:performance-check.

hashgraph-online-awesome-codex-plugins Bundle

Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_search`, and oversized-response handling. Load this skill first when connecting an agent to Power Automate. For specialized workflows, load `power-automate-build`, `power-automate-debug`, `power-automate-monitoring` (Pro+), or `power-automate-governance` (Pro+) — each contains the workflow narrative, this skill provides the plumbing they all rely on. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app

hashgraph-online-awesome-codex-plugins Skill

Diagnose stalled, blocked, overloaded, or unhealthy Agiflow projects and recommend specific corrective actions. Use for project health checks, blocked work, conflicting priorities, obsolete tasks, overloaded assignees, or an unmanageable backlog.

hashgraph-online-awesome-codex-plugins Skill

Refine an existing Agiflow task into an unambiguous, testable specification without expanding its intended outcome. Use when a task is vague, lacks acceptance criteria, has unclear scope or dependencies, or is not ready for backlog grooming.

hashgraph-online-awesome-codex-plugins Skill

Turn a product goal or feature request into a clear Agiflow project plan with small, testable tasks in Planning status. Use when starting a project, decomposing a feature, clarifying requirements, or converting an idea into an actionable backlog.