Optimize CodeRabbit costs through seat management, repo selection, and
Run OpenAI Codex via the Codex App Server (JSON-RPC-over-stdio) for streaming multi-turn chat sessions with persistent threads, structured…
Optimize Cohere costs through model selection, token budgets, and usage
Configure Cohere across development, staging, and production environments.
Implement Cohere reference architecture with layered project layout
Implement Cohere streaming event handling, SSE patterns, and connector
Use when running LLM inference on Colab GPUs.
Run scalex performance benchmarks, profiling, and timing analysis.
Expert-thinking profile for Community Ecologist (field / experimental / multivariate community assembly): Reasons from Vellend's four…
Competitive landscape analysis: Porter''s Five Forces, competitor discovery, feature/pricing matrices, positioning maps, moat assessment…
Analyse competitor moves and translate them into strategic implications for your product roadmap.
Use when the user says 'tokenstack', 'compression', 'token savings', 'proxy status', or asks about context window usage.
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Recommend, create, preview, and attach Coval trace-based metrics from OpenTelemetry spans.
Configures the analytics side of a PostHog experiment — exposure criteria (server-resolved default exposure event vs custom exposure…
Configures the rollout shape of a PostHog experiment — the variant split (50/50, 80/20, A/B/C ratios), the overall rollout percentage that…
Anthropic's method for training harmless AI through self-improvement.
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules.
Show how much context window context-mode saved this session.
Validates and normalizes heterogeneous CSV and XLSX tables against explicit data contracts with deterministic mapping and quality gates.
Detecting whether agent iterations are converging toward a stable solution or hitting a ceiling.