Writing

Create, edit, improve, or audit skills for SwarmClaw agents.

Continue KERMT pretraining on a custom SMILES corpus with a grover_base, cmim, or hybrid checkpoint.

Extract per-molecule embeddings from any encoder-bearing KERMT checkpoint.

Finetune a pretrained KERMT encoder on a labeled CSV.

Archéologie des sources juridiques anciennes via Gallica (BNF, API stables, sans clé) : débats parlementaires du JO depuis 1871 (genèse des lois de la IIIe…

Analyze a public or local reference video, isolate a time range, deconstruct its layout, motion, timing, and transitions, then build an original verified…

Analyze, recreate, align, and verify reference-video motion.

Smart batch commit.

Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets.

Searches scientific and technical web content with Exa and extracts page or PDF text from URLs in batches.

Generates or edits images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow).

Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and…

Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets.

Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability…

Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted…

Prepares journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds.

Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files.

Audits Cloud Logging costs for a Google Cloud project: the charges for log entries written to log buckets, the services, log streams and severities that drive…

Generates Terraform HCL configurations for Cloud Monitoring notification channels (`google_monitoring_notification_channel`) and adds notification channels to…

Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters.

Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service…

Provides Python/HTSlib workflows for genomic files.

Create SEO-optimized marketing content with consistent brand voice.

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology.