discernment-nudge
After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections,…
investigating-ci-failures
Investigates a specific CI failure to a verdict: whose fault, which commit, who wrote it, and whether it's fixed.
capacity-planning
Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy.
rap
Help with RAP (RESTful ABAP Programming Model) development including behavior definitions, EML statements, managed and unmanaged BOs, draft handling, actions, validations, determinations, side…
render-deploy
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their…
- docker
raci-matrix
Define a RACI matrix for a cross-functional project or process.
dashboard-brief
Convert a business question into a complete dashboard specification.
ai-ethics-review
Conduct a structured ethical review of an AI or ML feature, model, or product.
fintool
Financial trading CLIs — spot and perp trading on Hyperliquid, Binance, Coinbase, OKX.
influencer-brief
Create a structured brief for an influencer or creator partnership campaign.
nodejs-keccak256
Prevent Ethereum hashing bugs in JavaScript and TypeScript.
investigating-metric-anomalies
Investigates server/infrastructure metric anomalies in PostHog Metrics — from "this metric is rising/dropping/spiking" or a fired alert to a probable cause with evidence.
investigating-error-issue
Investigates a single PostHog error tracking issue end-to-end.
load-testing-plan
Write a load and performance testing plan for a service.
cicd-playbook
Write a CI/CD pipeline playbook for a service or team.
benchmark-optimization-loop
Convert 'make it faster' requests into a bounded measured optimization loop — baseline first, generate one-hypothesis variants, benchmark each against a correctness gate, and promote the fastest…
first-reader
Beta readers for any draft, run by simulating how a real reader experiences it, moment by moment.
figma-design-review
Runs a structured PM design review against product requirements.
peft-fine-tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods.
process-documentation
Document any business process in a clear, structured format.
launch-readiness
Assesses pre-launch readiness across every function and produces an explicit Go / Conditional Go / No-Go recommendation.
experiment-designer
Design statistically rigorous A/B tests and interpret experiment results.
ambiguity-resolver
Structure vague opportunities and unclear briefs into actionable one-page problem statements.
scvi-tools
Probabilistic single-cell RNA-seq with scvi-tools — scVI for a batch-corrected latent space, scANVI for semi-supervised label transfer, and Bayesian differential expression.
figma-spacing-system
Design a spacing and layout token system for a Figma design system.
figma-prototype-plan
Plan prototype interactions and flows for user testing in Figma.
generator-equals
Guidance for using Generator.Equals — a C# source generator for auto-generating Equals, GetHashCode, operators, and Diff/Inequalities methods via attributes.
dataframely
Best practices for polars data processing with dataframely.
vdjdb-format
Standardise a raw or partially-formatted VDJdb TSV chunk — normalising species names, IMGT V/D/J gene IDs, IMGT-HLA MHC alleles, and method vocabulary — and produce a properly-named chunk file ready…
eval-driven-dev
Improve AI application with evaluation-driven development.
cost-export
Export cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, Datadog, custom dashboards)
mastg
Autonomous mobile security audit aligned with OWASP MASTG v2.
ethskills
Use when a request involves Ethereum, the EVM, or blockchain systems.