Use when a task needs the judgment of a Biofuels/Biodiesel Technology and Product Development Manager — deciding whether a lab/bench-scale process is ready to scale up, evaluating…
Use when a task needs the judgment of a Biofuels Processing Technician — adjusting catalyst dosing for transesterification based on actual measured feedstock free fatty acid…
Use when when you have processed Cardinal MSI data (normalized peak intensities,
Convert a grover_base checkpoint (encoder-only or encoder + vocab heads) into a hybrid checkpoint by adding a randomly-initialized cMIM decoder + latent_dist, then continue…
Migrate a repository from Bitbucket+Jenkins to GitHub+GitHub Actions, including git history, branches, tags, CI/CD pipeline conversion (Jenkinsfile → ci-cd.yml), helm chart…
Use when orienting on a commercial legal question before taking it to counsel: the scope note on what this material is and is not, how legal risk actually materializes, contracts…
Saint-Barthélemy tourist-stay tax reference researched in 2026 using the local Contributions Code, the 2024 amendment and the current collection portal.
Get reliable output from weak or local models by tightening the harness instead of the prompt. Use when running a small/quantized/local model, when an agent loops, drifts, stalls…
Synthesize research across three forces — Audience, Company, and Moment — into a prioritized set of 5-8 brand building blocks: the foundational and emergent truths and insights…
Unified brand compliance validation across visual, verbal, and legal dimensions. Use when relevant to the task.
Compiles cross-platform analytics: followers, growth, engagement rate, and impressions per platform with month-over-month deltas and top-performing content identified.
Compares brand profile elements (bio, headshot, handle, URL) across all platforms to the master brand profile and flags any discrepancies.
Brand icon and visual identity management for BroomVA projects. Generates favicons, app icons, Open Graph images, and social media avatars from brand assets.
Brand monitoring tool for tracking mentions across social media platforms. Monitor Reddit, Google News, YouTube, and DuckDuckGo for brand mentions.
Monthly content output review that tracks publishing cadence vs goal, cross-platform performance, and top-performing content.
Monthly brand synthesis. Aggregates cross-platform analytics into a unified brand health score. Triggers: "brand synthesis", "brand score", "monthly brand report", "brand…
Quarterly audit of brand profile consistency across platforms (LinkedIn, Twitter/X, GitHub, YouTube, personal site).
Use when starting work on a brand or product with the AAJ skills, or when any skill needs context about the business that isn't available yet.
Enforces strict brand guidelines for all generated assets (images, videos, text) to ensure commercial-grade consistency across any niche or theme.
A brand's visual tone — playful or serious, rounded or angular — should be consistent across all UI elements.
Create and use brand.yml files for consistent branding across Shiny apps and Quarto documents. Use when working with brand styling, colors, fonts, logos, or corporate identity in…
Use when producing a PREMIUM short-form BRAND reel end to end with real on-brand visuals and (optionally) live dashboard/analytics data baked in — e.g.
Micro-reinicio de IA entre acciones — la unidad de autocuidado más ligera. Una pausa consciente deliberada para verificar la alineación antes del siguiente paso.
Use when targeting Brookings Papers on Economic Activity (BPEA) or deciding whether a macro-policy manuscript fits this venue.
Quick conversion audit for any homepage or landing page. Use when someone asks to "review my homepage," "audit my landing page," "why isn't my page converting," "check my…
Use when the user needs to optimize marketing budget allocation, reallocate spend across channels based on performance, create a data-driven budget plan, or justify budget changes…
The ultimate landing page builder. Through a conversational interview, autonomously produces a complete, deployable Next.js landing page with TypeScript, Tailwind CSS, SEO…
Migrate build systems to modern alternatives with build file conversion and CI/CD integration
Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization.
Structured 5-question post-campaign learning capture (Q1 hypothesis, Q2 result, Q3 what-worked, Q4 surprise, Q5 transferable) that assigns one of four objective verdicts (SCALE /…
Sets campaign governance: naming conventions, UTM standards, campaign hierarchy, launch RACI, and ROI and budget tracking.
Designs outbound email sequences and orchestrates end-to-end campaign launches in Email Bison. Owns the 8-call canonical launch sequence (create campaign → attach leads → attach…
Invoke when the user needs to plan, launch, manage, or review a marketing campaign, allocate budget across channels, set up UTM tracking, design a media plan, or conduct a…
Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics.
Track marketing campaign performance — UTM-tagged traffic, landing page conversion, campaign cohort behavior, and ROI signals.
Works through dilution and ownership on a cap table using only the share counts, valuations, and round terms actually supplied — showing the arithmetic for every calculation and…
Model cap table dilution, SAFE conversion, and exit waterfall across scenarios. Triggered by: "/venture-capital-intelligence:cap-table-waterfall", "model my cap table", "simulate…
Use when you have mass spectrometry imaging data in Cardinal format (versions 2.
Use when when you have loaded a raw or processed Cardinal MSImagingExperiment object from MS imaging data and need to (1) extract spectral intensities and m/z feature information…
Use when after completing Cardinal-based preprocessing (feature summarization, TIC normalization, peak processing, spatial segmentation, and SSC annotation), use this conversion…
Accompagne une reconversion ou transition de carrière avec bilan, options et plan d'action. À utiliser quand l'utilisateur veut changer de métier, de secteur ou réoriente — from…
Creates sophisticated workflow cascades coordinating multiple micro-skills with sequential pipelines, parallel execution, conditional branching, and Codex sandbox iteration.
For flexible parsing: try multiple type conversions in order, graceful fallback from specific to general types.
Activate when: a profitable-on-paper business is short on cash; 'we're profitable but always broke', managing working capital, inventory or receivables tying up cash; DSO/DIO/DPO.
Infer and visualize intercellular communication from scRNA-seq with CellChat (R). Build CellChat from Seurat/counts → subset CellChatDB ligand-receptor pairs → over-expressed…
Judge whether traffic is actually valuable and whether funnel drop-off is real or expected. Use when comparing marketing channels, reading a conversion funnel, or deciding where…
Audit landing page: value prop, CTA, social proof, mobile, load time. Outputs structured findings. Use log-landing-issues to create issues.
Use when when you have .msp mass spectrometry metadata containing chemical identifiers (e.g., compound names or SMILES strings) and need to compute derived chemical properties…
Analyze China macroeconomic data, PBOC monetary policy, fiscal policy, and their impact on A-share and HK stock markets.
Analyze China macroeconomic data, PBOC monetary policy, fiscal policy, and their impact on A-share and HK stock markets.
Convert simplified Chinese to Traditional Chinese (zh-TW), covering characters, Taiwan vocabulary, and phrasing.
Use when you have baseline-corrected and smoothed 2D-TIC chromatogram objects from individual GCxGC-MS samples that exhibit retention-time variations relative to a reference…
Autonomous multi-agent performance optimization loop for Chromium and V8. Supports profile-seeded mode (analyzing Speedometer 3 / JetStream profiles via pprof or Sagacity MCP) and…
Systematic analysis of DC and AC linear circuits using Ohm's law, Kirchhoff's laws, node and mesh methods, Thevenin and Norton equivalents, phasor analysis, and Bode plots.
Audit websites and landing pages for conversion issues and design evidence-based A/B tests. Use when the user mentions "landing page isn''t converting", "conversion rate" — from…
Turn any website into an audio-enabled experience. Covers TTS reading mode (SpeechSynthesis API), pre-recorded MP3 audio player, and Voice CRO trigger system.
When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities.
Design patterns for layering deterministic code and LLM calls in a single pipeline or agent. Use when designing a pipeline that mixes semantic and structural work — distillation,…
Convert local source code to Snowflake SQL for code-conversion-only source systems such as Sybase IQ, Azure Synapse, Spark SQL, Databricks SQL, Greenplum, Netezza, Vertica, and…