Guides empirical researchers in designing and drafting causal mediation tests and multi-dimensional heterogeneity analyses aligned with…
Structures digital wallet analysis with stored value, regulatory classification, and risk assessment.
Creates and updates GitHub Actions secrets for PostHog workflows.
Inspects URL paths and proposes, tests, orders, and applies project-level path cleaning rules so dynamic segments (numeric IDs, UUIDs…
Activate ultra-compressed communication mode that drops ~75% token usage by eliminating articles, filler, pleasantries, and hedging while…
Report estimated context window utilization and flag when approaching the compaction threshold
Audit and curate the 5-layer agent context hierarchy to prevent quality degradation mid-session — rules files, specs, source files, error…
Enforce vertical-slice discipline — implement one thin slice (~100 lines max), test it, verify it works, commit it, then repeat.
Discover, deduplicate, prioritize, and label incoming GitHub issues and discussions — produce a structured priority queue with one-line…
Run a YC-style office hours session before writing code — six forcing questions that surface wrong premises, missing constraints, and…
Browser automation workflows with Playwright MCP integration
Herd open pull requests through review, CI, and merge — surface aging PRs, trigger minimal-fix on CI failures, nudge for rebases, and…
Design, optimize, and evaluate prompts for LLM applications — system prompts, few-shot examples, chain-of-thought, structured outputs, and…
Scan skill files, CLAUDE.md, MCP configs, and agent prompts for prompt injection patterns
Automate complete release process with versioning and publishing
Run a weekly retrospective — what shipped, what broke, what slowed you down, and what to change next week.
Root cause analysis with dependency tracing and call stack analysis
Convert a bug fix, repeated workaround, or solved problem into a permanent, testable Claude Code skill.
Analyze changes and create meaningful conventional commits with pre-commit quality checks
Gated 4-phase workflow (Specify → Plan → Tasks → Implement) where nothing advances without explicit human review — surfaces assumptions…
Create Manim animations for demo videos.