boisenoise
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- ▌ Generate Image · boisenoise bundleGenerate or edit images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow). Use for photos, illustrations, artwork, concept art, visual assets, logos, and image editing or compositing from reference images. For flowcharts, circuits, pathways, and other technical diagrams, use the scientific-schematics skill instead.
- ▌ Ad Creative · boisenoise bundleWhen the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' 'static ads,' 'ad templates,' 'iMessage ad,' 'chat reveal ad,' 'ChatGPT ad,' 'Apple Notes ad,' 'AirDrop ad,' 'creative strategy,' 'creative roadmap,' 'creative retro,' 'hook writing,' 'creative review page,' 'present ad creative for approval,' 'motion video ad,' 'faceless video ad,' 'UGC ad,' 'greenscreen ad,' 'TikTok/Reels ad format,' 'which ad format to make,' 'Meta ad format tier list,' or 'creative format taxonomy.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
- ▌ Copywriting · boisenoise bundleWhen the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing. For the offer underneath the copy (bonuses, guarantees, value framing), see offers.
- ▌ Research Grants · boisenoise bundleWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
- ▌ Research Lookup · boisenoise bundleCompile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source verification, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.
- ▌ Treatment Plans · boisenoise bundleFormat and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. Use for source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records, reconciliation handoffs, and release gates—not for clinical decision-making.
- ▌ Venue Templates · boisenoise bundlePrepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds. Use when selecting an official template, checking current page or anonymity rules, adapting academic writing to a venue, or inspecting a submission PDF.
- ▌ Cellxgene Census · boisenoise bundleQuery the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.
- ▌ Clinical Reports · boisenoise bundleCreate safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review.
- ▌ Literature Review · boisenoise bundleConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
- ▌ Omero Integration · boisenoise bundleSecurely inspect and automate microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use for scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows.
- ▌ Scientific Slides · boisenoise bundleBuild slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
- ▌ Hosted Agents · boisenoise bundleThis skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools, session persistence, multiplayer collaboration, self-spawning agents, or Modal-style sandboxes.
- ▌ Scholar Evaluation · boisenoise bundleProvide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.
- ▌ Scientific Writing · boisenoise bundleDraft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter.
- ▌ Citation Management · boisenoise bundleComprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
- ▌ AWS Cdk Development · boisenoise bundleAWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.
- ▌ Nirc Badge Request · boisenoise bundlePrepare Field Museum NIRC ID badge requests (Scientific Affiliate, Visitor, Contractor) and prefill the NIRC Badge Request Google Form for human review. Use this skill whenever the user mentions a badge, badge renewal, expiring badge, building access, door access, room access, West Lot parking for a non-staff person, or getting a research associate, affiliate, visitor, or contractor into NIRC spaces or the collections — even if they never name the form. Also use it for the questions this process raises: whether after-hours or weekend access is possible, who has to approve it, how far in advance to submit, and whether someone should go through this form or through HR. Restricted to curators; other Museum staff may prepare a draft but must route it to a curator for submission.
- ▌ Latent Briefing · boisenoise bundleThis skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens", "cross-agent memory without summarization", or discusses Attention Matching compaction, recursive language models with workers, or token explosion in hierarchical agents.
- ▌ Neuropixels Analysis · boisenoise bundleAnalyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.
- ▌ Benchling Integration · boisenoise bundleBenchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or the v2 API.
- ▌ Hypothesis Generation · boisenoise bundleFormulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
- ▌ Opentrons Integration · boisenoise bundleAuthor, review, migrate, simulate, and troubleshoot official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes, and Opentrons App analysis. Use pylabrobot instead when one workflow must support multiple robot vendors.
- ▌ Scientific Schematics · boisenoise bundleCreate publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
- ▌ Emu Bulk Upload · boisenoise bundleHelp museum insect curators bulk upload specimen data to the Emu database. Maps any input format to Emu's template, matches localities to existing records, finds parent sites, creates bulk upload tables, and walks users through the upload process.
- ▌ Labarchive Integration · boisenoise bundleSecurely integrate with the official LabArchives ELN REST-like API and Inventory API v1. Use for regional endpoint selection, signed-request construction, user authorization and UID flows, local LA container validation, and verified LabArchives integration workflows.
- ▌ Filesystem Context · boisenoise bundleThis skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup policies for context stored outside the prompt.
- ▌ Market Research Reports · boisenoise bundleBuild evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity, and auditable report scaffolds.
- ▌ Protocolsio Integration · boisenoise bundleRead, validate, and safely export protocols.io data with current official REST/MCP contracts, or create non-executing mutation plans. The bundled client makes bounded official-host GET requests only with explicit --execute. Use only for tasks explicitly targeting protocols.io or an exact protocols.io protocol version.
- ▌ Secure Raw Data Backup · boisenoise bundleArchive irreplaceable raw data (sequencing runs, imaging, field data) to write-once cloud cold storage — generate checksums, verify before upload, stream a tarball to S3 Deep Archive under Object Lock, and prove the pipeline with a restore test before trusting it at scale. Use when the user asks to back up or archive raw data, set up an immutable/WORM backup, generate md5 checksums for a data folder, or verify/restore an existing archive.
- ▌ Harness Engineering · boisenoiseThis skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, novelty gates, pruning, rollback, PR preparation, and human approval boundaries.
- ▌ Scientific Brainstorming · boisenoise bundleFacilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.
- ▌ Scientific Visualization · boisenoise bundleCreate and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.
- ▌ Clinical Decision Support · boisenoise bundlePrepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.
- ▌ Exploratory Data Analysis · boisenoise bundlePerform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed.
- ▌ Self Improvement Loops · boisenoise bundleThis skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent scaffolds, acceptance gates for self-modifying systems, and agentic context evolution where the mechanism that produces context is versioned and evolved. Route governance of a single autonomous loop (locked surfaces, durable logs, rollback, novelty gates, approval boundaries) to harness-engineering, measurement and quality-gate design to evaluation, judge design to advanced-evaluation, and remote sandbox infrastructure to hosted-agents.
- ▌ Finding Duplicate Functions · boisenoise bundleUse when auditing a codebase for semantic duplication - functions that do the same thing but have different names or implementations. Especially useful for LLM-generated codebases where new functions are often created rather than reusing existing ones.
- ▌ Developing Claude Code Plugins · boisenoise bundleUse when working on Claude Code plugins (creating, modifying, testing, releasing, or maintaining) - provides streamlined workflows, patterns, and examples for the complete plugin lifecycle
- ▌ Ln 1000 Pipeline Orchestrator · boisenoise bundleDrives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.
- ▌ Ln 312 Review Findings Worker · boisenoiseUse when an evaluation coordinator needs normalized findings from target artifacts and research evidence.
- ▌ Ln 611 Docs Structure Auditor · boisenoise bundleChecks hierarchy, links, SSOT, compression, requirements compliance, freshness, legacy cleanup. Use when auditing documentation structure.
- ▌ Ln 635 Test Isolation Auditor · boisenoiseChecks test isolation (API/DB/FS/Time/Network), determinism, flaky tests, order-dependency, anti-patterns. Use when auditing test isolation.
- ▌ Ln 637 Test Structure Auditor · boisenoiseChecks test file organization, directory layout, test-to-source mapping, domain grouping, co-location. Use when auditing test structure.
- ▌ Google Calendar Automation · boisenoiseAutomate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically.
- ▌ Microsoft Teams Automation · boisenoiseAutomate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
- ▌ Outlook Calendar Automation · boisenoiseAutomate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
- ▌ Ln 632 Test E2e Priority Auditor · boisenoiseValidates E2E coverage for critical paths (money, security, data integrity). Risk-based prioritization. Use when auditing E2E test coverage.
- ▌ Ln 005 Multi Agent Context Review · boisenoise bundleMulti-agent context review: delegates plans, decisions, documents, architecture proposals to external agents (Codex + Gemini) for independent review with debate protocol. Works in Plan Mode.
- ▌ Ln 631 Test Business Logic Auditor · boisenoiseDetects tests validating framework/library behavior instead of project code. Use when auditing test business logic focus.
- ▌ Ln 813 Optimization Plan Validator · boisenoise bundleUse when validating optimization plans through the evaluation platform with mandatory research, parallel agent evidence, sequential merge, and bounded refinement.
- ▌ Ln 633 Test Value Auditor · boisenoiseScores each test by Impact x Probability, returns KEEP/REVIEW/REMOVE decisions. Use when auditing test value and pruning low-value tests.
- ▌ Ln 033 Hex Relay Lifecycle · boisenoiseUse when deploying, redeploying, verifying, migrating, or syncing users for the hex-relay Telegram/API control plane on a VPS.
- ▌ Ln 510 Quality Coordinator · boisenoise bundleUse when coordinating story quality evaluation with mandatory research, worker summaries, agent review, regression evidence, and bounded refinement.
- ▌ Ln 636 Manual Test Auditor · boisenoiseChecks manual test scripts for harness adoption, golden files, fail-fast, config sourcing, idempotency. Use when auditing manual test quality.
- ▌ Ln 743 Test Infrastructure · boisenoise bundleSets up test infrastructure with Vitest, xUnit, and pytest. Use when adding testing frameworks and sample tests to a project.
- ▌ Slack Messaging · boisenoise bundleUse when asked to send or read Slack messages, check Slack channels, test Slack integrations, or interact with a Slack workspace from the command line.
- ▌ Freshservice Automation · boisenoiseAutomate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
- ▌ Google Drive Automation · boisenoiseAutomate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives programmatically.
- ▌ Googlesheets Automation · boisenoiseAutomate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
- ▌ Ln 314 Review Repair Worker · boisenoiseUse when accepted findings require bounded repair changes and a structured repair summary.
- ▌ Ln 501 Code Quality Checker · boisenoise bundleWorker that checks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Validates architectural decisions via MCP Ref: (1) Optimality - is chosen approach the best? (2) Compliance - does it follow best practices? (3) Performance - algorithms, configs, bottlenecks. Reports issues with SEC-, PERF-, MNT-, ARCH-, BP-, OPT- prefixes.
- ▌ Ln 010 Dev Environment Setup · boisenoise bundleInstalls agents, configures MCP servers, aligns marketplace plugins, creates and audits instructions. Use after setup or when agents/MCP/plugins need alignment.
- ▌ Ln 310 Multi Agent Validator · boisenoise bundleUse when validating Stories, plans, or tasks through the evaluation platform with mandatory research, parallel evidence lanes, sequential merge, and bounded refinement. Modes: story | plan_review.
- ▌ Ln 610 Code Comments Auditor · boisenoise bundleAudit code comments and docstrings quality across 6 categories (WHY-not-WHAT, Density, Forbidden Content, Docstrings, Actuality, Legacy). Use when code needs comment review, after major refactoring, or as part of ln-100-documents-pipeline. Outputs Compliance Score X/10 per category + Findings + Recommended Actions.
- ▌ Ln 634 Test Coverage Auditor · boisenoiseIdentifies missing tests for critical paths (money, security, data integrity, core flows). Use when auditing test coverage gaps.
- ▌ Activecampaign Automation · boisenoiseAutomate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
- ▌ Freshdesk Automation · boisenoiseAutomate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Instagram Automation · boisenoiseAutomate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.
- ▌ Mailchimp Automation · boisenoiseAutomate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ One Drive Automation · boisenoiseAutomate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Pagerduty Automation · boisenoiseAutomate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
- ▌ Pipedrive Automation · boisenoiseAutomate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Ln 513 Auto Test Planner · boisenoise bundlePlans automated tests (E2E/Integration/Unit) using Risk-Based Testing after manual testing. Calculates priorities, delegates to ln-301-task-creator. Worker for ln-510.
- ▌ Ln 514 Test Log Analyzer · boisenoise bundleAnalyzes application logs: classifies errors, checks log quality, maps stack traces to source. Use when logs need review after test runs or during development.
- ▌ Ln 523 Auto Test Planner · boisenoise bundlePlans automated tests (E2E/Integration/Unit) using Risk-Based Testing after manual testing. Use when Story needs a test task with prioritized scenarios.
- ▌ Confluence Automation · boisenoiseAutomate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Convertkit Automation · boisenoiseAutomate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
- ▌ Salesforce Automation · boisenoiseAutomate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
- ▌ Iso 13485 Certification · boisenoise bundlePrepare and structurally review ISO 13485 QMS scope, controlled documentation, and local evidence manifests. Use for ISO 13485 certification-readiness documentation or for separating related FDA QMSR, MDSAP, and EU MDR/IVDR evidence boundaries; not for legal applicability, compliance, or certification decisions.
- ▌ Ln 500 Story Quality Gate · boisenoise bundleStory-level quality gate with 4-level verdict (PASS/CONCERNS/FAIL/WAIVED) and Quality Score. Use when Story is ready for quality assessment.
- ▌ Ln 503 Regression Checker · boisenoise bundleWorker that runs existing tests to catch regressions. Auto-detects framework, reports pass/fail. No status changes or task creation.
- ▌ Ln 311 Agent Reviewer · boisenoiseRuns parallel external agent reviews (Codex + Gemini) on Story/Tasks. Process-as-arrive, critical verification with debate. Returns filtered suggestions.
- ▌ Ln 502 Agent Reviewer · boisenoiseWorker that runs parallel external agent reviews (Codex + Gemini) on code changes. Reference-based prompts. Returns filtered suggestions with confidence scoring.
- ▌ Ln 513 Agent Reviewer · boisenoiseRuns parallel external agent reviews (Codex + Gemini) on code changes. Process-as-arrive, critical verification with debate. Returns filtered suggestions.
- ▌ Cal Com Automation · boisenoiseAutomate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.
- ▌ Datadog Automation · boisenoiseAutomate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.
- ▌ Discord Automation · boisenoiseAutomate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
- ▌ Dropbox Automation · boisenoiseAutomate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Hubspot Automation · boisenoiseAutomate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
- ▌ Outlook Automation · boisenoiseAutomate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
- ▌ Posthog Automation · boisenoiseAutomate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
- ▌ Segment Automation · boisenoiseAutomate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
- ▌ Shopify Automation · boisenoiseAutomate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
- ▌ Todoist Automation · boisenoiseAutomate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Webflow Automation · boisenoiseAutomate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Zendesk Automation · boisenoiseAutomate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
- ▌ Ln 310 Story Validator · boisenoise bundleValidates Stories/Tasks: GO/NO-GO verdict, Readiness Score (1-10), Penalty Points (Before/After), Anti-Hallucination. Auto-fixes fixable violations, FLAGs unfixable. Delegates to ln-002 for docs.
- ▌ Ln 521 Test Researcher · boisenoiseResearches real-world problems, competitor solutions, and customer complaints for a feature domain. Use before test planning to ground tests in actual user pain points.
- ▌ Airtable Automation · boisenoiseAutomate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
- ▌ Bamboohr Automation · boisenoiseAutomate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.