boisenoise
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- ▌ Ln 001 Push All · boisenoiseCommits and pushes all changes (staged, unstaged, untracked) to remote. Use when you need a quick push of everything at once.
- ▌ Ln 782 Test Runner · boisenoiseExecutes all test suites and reports results with coverage. Use when verifying that test infrastructure works after bootstrap.
- ▌ Coda Automation · boisenoiseAutomate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
- ▌ Jira Automation · boisenoiseAutomate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
- ▌ Ln 711 NPM Upgrader · boisenoise bundleUpgrades npm/yarn/pnpm dependencies with breaking change handling
- ▌ Ln 713 Pip Upgrader · boisenoise bundleUpgrades Python pip/poetry/pipenv dependencies with breaking change handling
- ▌ Ln 730 Devops Setup · boisenoiseSets up Docker, CI/CD, and environment configuration with auto-detection. Use when adding DevOps infrastructure to a project.
- ▌ Ln 821 NPM Upgrader · boisenoise bundleUpgrades npm/yarn/pnpm dependencies with breaking change handling. Use when updating JavaScript/TypeScript dependencies.
- ▌ Figma Automation · boisenoiseAutomate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
- ▌ Wrike Automation · boisenoiseAutomate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.
- ▌ Ln 522 Manual Tester · boisenoise bundlePerforms manual testing of Story AC via executable bash scripts in tests/manual/. Use when Story implementation needs hands-on AC verification.
- ▌ Ln 740 Quality Setup · boisenoise bundleSets up linters, pre-commit hooks, and test infrastructure. Use when adding code quality tooling to a project.
- ▌ Github Automation · boisenoiseAutomate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
- ▌ Linear Automation · boisenoiseAutomate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
- ▌ Render Automation · boisenoiseAutomate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
- ▌ Sentry Automation · boisenoiseAutomate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
- ▌ Stripe Automation · boisenoiseAutomate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
- ▌ Tiktok Automation · boisenoiseAutomate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.
- ▌ Ln 712 Nuget Upgrader · boisenoise bundleUpgrades .NET NuGet packages with breaking change handling
- ▌ Ln 732 Cicd Generator · boisenoise bundleGenerates GitHub Actions CI workflow configuration. Use when adding continuous integration to a project.
- ▌ Ln 760 Security Setup · boisenoise bundleSets up security scanning for secrets and dependency vulnerabilities. Use when adding security infrastructure to a project.
- ▌ Ln 761 Secret Scanner · boisenoise bundleScans codebase for hardcoded secrets with severity classification and remediation guidance. Use when auditing a project for leaked credentials.
- ▌ Ln 781 Build Verifier · boisenoiseBuilds all detected projects and verifies successful compilation. Use when checking that a bootstrapped project compiles.
- ▌ Ln 911 Github Triager · boisenoiseProduces prioritized triage report from open GitHub issues, PRs, and discussions. Use when reviewing community backlog.
- ▌ Twitter Automation · boisenoiseAutomate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.
- ▌ Ln 742 Precommit Setup · boisenoise bundleConfigures Husky, lint-staged, commitlint, and Python pre-commit hooks. Use when adding Git hook automation to a project.
- ▌ Sendgrid Automation · boisenoiseAutomate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Ln 210 Epic Coordinator · boisenoise bundleCreates or replans 3-7 Epics from scope using Decompose-First pattern. Use when initiative needs Epic-level breakdown or Epic scope changed.
- ▌ Ln 621 Security Auditor · boisenoise bundleChecks hardcoded secrets, SQL injection, XSS, insecure deps, input validation. Use when auditing security.
- ▌ Ln 724 Artifact Cleaner · boisenoise bundleRemoves platform-specific artifacts from Replit, StackBlitz, CodeSandbox, Glitch. Use when preparing exported projects for production.
- ▌ Ln 731 Docker Generator · boisenoise bundleGenerates Dockerfile and docker-compose configuration for multi-container development. Use when containerizing a project.
- ▌ Ln 733 Env Configurator · boisenoise bundleConfigures environment variables and secrets protection. Use when setting up .env files and gitignore rules for a project.
- ▌ Ln 512 Tech Debt Cleaner · boisenoiseAuto-fixes low-risk tech debt (unused imports, dead code, commented-out code) with >=90% confidence. Use when audit findings need safe automated cleanup.
- ▌ Ln 614 Docs Fact Checker · boisenoise bundleVerifies claims in .md files (paths, versions, counts, configs, endpoints) against codebase, cross-checks contradictions. Use when auditing docs accuracy.
- ▌ Ln 700 Project Bootstrap · boisenoise bundleBootstraps projects to production-ready structure. Use when creating new or transforming existing projects.
- ▌ Ln 722 Backend Generator · boisenoise bundleGenerates .NET Clean Architecture backend structure from entity definitions. Use when bootstrapping .NET backend projects.
- ▌ Ln 751 Command Templates · boisenoise bundleGenerates individual .claude/commands files from templates
- ▌ Ln 774 Healthcheck Setup · boisenoiseConfigures health check endpoints for Kubernetes readiness/liveness/startup probes. Use when deploying to Kubernetes.
- ▌ Ln 130 Tasks Docs Creator · boisenoise bundleCreates task management docs (kanban board, workflow rules) with Linear integration. Use when setting up task tracking for a project.
- ▌ Ln 513 Regression Checker · boisenoise bundleRuns existing test suite to catch regressions after implementation changes. Use when Story needs regression verification. No status changes.
- ▌ Ln 647 Env Config Auditor · boisenoise bundleChecks env var config sync, missing defaults, naming conventions, startup validation. Use when auditing environment configuration.
- ▌ Ln 750 Commands Generator · boisenoise bundleGenerates project-specific .claude/commands for Claude Code
- ▌ Ln 770 Crosscutting Setup · boisenoise bundleSets up logging, error handling, CORS, health checks, and API docs. Use when adding cross-cutting concerns to backend projects.
- ▌ Ln 780 Bootstrap Verifier · boisenoiseVerifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness.
- ▌ Ln 783 Container Launcher · boisenoiseBuilds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
- ▌ Ln 723 Seed Data Generator · boisenoise bundleGenerates seed data from ORM schemas or entity definitions to any target format. Use when populating databases for development.
- ▌ Ln 912 Community Announcer · boisenoise bundleComposes and publishes announcements to GitHub Discussions. Use when sharing releases, updates, or news with the community.
- ▌ Ln 914 Community Responder · boisenoise bundleResponds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.
- ▌ Ln 001 Standards Researcher · boisenoise bundleResearches standards and patterns via MCP Ref for Story Technical Notes. Use when Story needs standards research before task generation.
- ▌ Ln 150 Presentation Creator · boisenoise bundleBuilds interactive HTML presentation from project docs with Mermaid diagrams. Use when sharing project overview with stakeholders.
- ▌ Ln 511 Code Quality Checker · boisenoise bundleChecks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Use when implementation tasks are Done and need quality scoring.
- ▌ Ln 643 API Contract Auditor · boisenoise bundleChecks layer leakage in method signatures, missing DTOs, entity leakage to API, inconsistent error contracts. Use when auditing API contracts.
- ▌ Ln 645 Open Source Replacer · boisenoiseDiscovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when reducing custom code.
- ▌ Ln 721 Frontend Restructure · boisenoise bundleScaffolds new React projects or restructures monoliths to component-based architecture. Use when setting up frontend structure.
- ▌ Ln 771 Logging Configurator · boisenoiseConfigures structured JSON logging with Serilog (.NET) or structlog (Python). Use when adding logging to backend projects.
- ▌ Ln 811 Performance Profiler · boisenoise bundleProfiles runtime performance with CPU, memory, and I/O metrics. Use when measuring bottlenecks before optimization.
- ▌ Ln 910 Community Engagement · boisenoiseAnalyzes community health and delegates engagement tasks. Use when managing GitHub issues, discussions, and announcements.
- ▌ Ln 613 Code Comments Auditor · boisenoise bundleChecks inline code documentation quality: WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup. Use when auditing comments and docstrings.
- ▌ Ln 814 Optimization Executor · boisenoise bundleExecutes optimization hypotheses with keep/discard testing loop. Use when applying validated performance improvements.
- ▌ Ln 120 Reference Docs Creator · boisenoise bundleCreates reference docs (ADRs, guides, manuals) for nontrivial tech stack choices. Use when project needs justified architecture decision records.
- ▌ Ln 812 Optimization Researcher · boisenoise bundleResearches competitive benchmarks and generates optimization hypotheses for identified bottlenecks. Use after profiling.
- ▌ Ln 316 Review Refinement Worker · boisenoiseUse when an evaluation run requires bounded iterative refinement with trace and cleanup evidence.
- ▌ Ln 601 Semantic Content Auditor · boisenoise bundleSemantic content auditor (L3 Worker). Verifies document content matches stated SCOPE, aligns with project goals, and reflects actual codebase state. Called by ln-600 for each project document. Returns scope_alignment and fact_accuracy scores with findings.
- ▌ Ln 644 Dependency Graph Auditor · boisenoise bundleBuilds dependency graph, detects cycles, validates boundary rules, calculates coupling metrics (Ca/Ce/I). Use when auditing dependency structure.
- ▌ Ln 651 Query Efficiency Auditor · boisenoiseChecks redundant fetches, N+1 loops, over-fetching, missing bulk operations, wrong caching scope. Use when auditing query efficiency.
- ▌ Ln 002 Best Practices Researcher · boisenoiseResearches best practices and creates documentation (guide, manual, ADR, or research). Use when project needs standards-based documentation for a topic.
- ▌ Ln 654 Resource Lifecycle Auditor · boisenoiseChecks session scope mismatch, missing cleanup, pool config, error path leaks, resource holding. Use when auditing resource lifecycle.
- ▌ Ln 653 Runtime Performance Auditor · boisenoiseChecks blocking IO in async, unnecessary allocations, sync sleep, string concat in loops, redundant copies. Use when auditing runtime performance.
- ▌ S3 2 · boisenoise bundleAWS S3 object storage for bucket management, object operations, and access control. Use when creating buckets, uploading files, configuring lifecycle policies, setting up static websites, managing permissions, or implementing cross-region replication.
- ▌ Ec2 2 · boisenoise bundleAWS EC2 virtual machine management — instances, security groups, key pairs, AMIs, EBS volumes, Auto Scaling Groups, Spot Instances, Session Manager, placement groups, and instance lifecycle automation. Trigger on ANY of these, even when EC2 isn't named explicitly: - Launching or provisioning: "spin up a server", "create a VM", "new instance", "run-instances", mention of instance types (t3, m5, c5, r6, g5, p4d, t4g, c7g, etc.) - SSH / connectivity problems: "connection refused", "connection timed out", "permission denied publickey", "can't connect to my instance", "SSH not working" - Instance management: resize, stop, start, terminate, reboot, change instance type - Cost optimization: stop dev instances overnight, save money on EC2, spot vs on-demand, reserved instances - Auto Scaling: ASG, launch template, mixed instances policy, scale to zero, scheduled scaling - Spot Instances: spot fleet, spot interruption, capacity-optimized, price-capacity-optimized - AMIs and backups: create image, custom AMI, EBS snaps
- ▌ Ecs 2 · boisenoise bundleAWS ECS container orchestration for running Docker containers. Use when deploying containerized applications, configuring task definitions, setting up services, managing clusters, or troubleshooting container issues.
- ▌ Iam 2 · boisenoise bundleAWS Identity and Access Management for users, roles, policies, and permissions. Use when creating IAM policies, configuring cross-account access, setting up service roles, troubleshooting permission errors, or managing access control.
- ▌ Rds 2 · boisenoise bundleAWS RDS relational database service for managed databases. Use when provisioning databases, configuring backups, managing replicas, troubleshooting connectivity, or optimizing performance.
- ▌ Sns 2 · boisenoise bundleAWS SNS notification service for pub/sub messaging. Use when creating topics, managing subscriptions, configuring message filtering, sending notifications, or setting up mobile push.
- ▌ Sqs 2 · boisenoise bundleAWS SQS message queue service for decoupled architectures. Use when creating queues, configuring dead-letter queues, managing visibility timeouts, implementing FIFO ordering, or integrating with Lambda.
- ▌ Lambda 2 · boisenoise bundleAWS Lambda serverless functions for event-driven compute. Use when creating functions, configuring triggers, debugging invocations, optimizing cold starts, setting up event source mappings, or managing layers.
- ▌ Esm 2 · boisenoise bundleUse when working directly with the `esm` Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients, or ESMFold2 folding workflows.
- ▌ PDF 2 · boisenoise bundleUse this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
- ▌ XLSX 2 · boisenoise bundleCreate, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm, .xltx) where the workbook file is the primary deliverable. Use for formulas, formatting, financial models, multi-sheet workbooks, and tabular cleanup exported to Excel. Also applies to .csv/.tsv when the user wants spreadsheet output. Do NOT use for Word documents, HTML reports, standalone Python scripts, database pipelines, or Google Sheets API work.
- ▌ Dynamodb 2 · boisenoise bundleAWS DynamoDB NoSQL database for scalable data storage. Use when designing table schemas, writing queries, configuring indexes, managing capacity, implementing single-table design, or troubleshooting performance issues.
- ▌ Gtars 2 · boisenoise bundleUse Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and refget/BEDbase planning across Python, Rust, and the CLI.
- ▌ Pymoo 2 · boisenoise bundleMulti-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.
- ▌ Geniml 2 · boisenoise bundleUse Geniml for audited local genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs, inspect model/tokenizer compatibility, and assess consensus universes.
- ▌ Matlab 2 · boisenoise bundleBuild, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.
- ▌ Pathml 2 · boisenoise bundleUse PathML for local, research-only computational pathology workflows: load and tile slides, build preprocessing and QC pipelines, manage h5path data, quantify multiplex images, construct spatial graphs, and plan bounded model inference.
- ▌ Ads 2 · boisenoise bundleWhen the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' 'should I run ads,' 'ABM,' 'account-based marketing,' 'B2B ads,' 'lead quality,' 'negative keywords,' 'Performance Max,' 'thought leader ads,' or 'when should I kill an ad.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro.
- ▌ Aso 2 · boisenoise bundleWhen the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my app conversion,' 'keyword optimization for app,' or 'compare my app to competitors.' Use when the user shares an App Store or Google Play URL and wants to improve it.
- ▌ Cloudwatch 2 · boisenoise bundleAWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application issues.
- ▌ Eventbridge 2 · boisenoise bundleAWS EventBridge serverless event bus for event-driven architectures. Use when creating rules, configuring event patterns, setting up scheduled events, integrating with SaaS, or building cross-account event routing.
- ▌ Deepchem 2 · boisenoise bundleMolecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.
- ▌ Diffdock 2 · boisenoise bundleDiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-confidence interpretation. Not for binding affinity prediction.
- ▌ Pymatgen 2 · boisenoise bundleAnalyze, validate, convert, and transform materials structures and computed materials data with current pymatgen APIs, including local phase diagrams, symmetry sensitivity, electronic-structure I/O, and explicitly bounded Materials Project queries.
- ▌ Neurokit2 2 · boisenoise bundleUse NeuroKit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Trigger when code imports neurokit2 or needs its current APIs, schemas, and method-aware validation—not for diagnosis or device validation.
- ▌ Torchdrug 2 · boisenoise bundleBuild and troubleshoot TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning. Use when code imports torchdrug or needs its datasets, models, tasks, or Engine.
- ▌ AI SEO 2 · boisenoise bundleWhen the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' 'optimize for Claude/Gemini,' 'llms.txt,' 'llms-full.txt,' 'OKF,' 'Open Knowledge Format,' 'knowledge bundle,' 'agent-readable site,' 'agent readiness,' 'is my site agent-ready,' 'WebMCP,' 'do listicles still work for AI,' 'ChatGPT stopped citing comparison pages,' or 'AI citation format shift.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.
- ▌ Launch 2 · boisenoise bundleWhen the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas. For the offer being launched (bonuses, guarantees, scarcity, naming), see offers.
- ▌ Etetoolkit 2 · boisenoise bundleAnalyze, manipulate, compare, annotate, and visualize phylogenetic or other hierarchical trees with ETE 4. Use for Newick/Nexus tree I/O, topology edits and pattern matching, Robinson-Foulds comparisons, gene-tree evolutionary events and reconciliation, NCBI/GTDB taxonomy, SmartView exploration, and publication rendering. Do not use it to infer trees from raw sequences; align sequences and infer a tree first.
- ▌ Markitdown 2 · boisenoise bundleConvert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats, batch workflows, plugins, vision OCR, Azure extraction, and the official MCP server.