Automate Wati tasks via Rube MCP (Composio).
Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis…
Activate ultra-compressed communication mode that drops ~75% token usage by eliminating articles, filler, pleasantries, and hedging while…
Multi-agent code analysis covering security, performance, quality, and architecture
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…
Full deprecation lifecycle for APIs, features, or internal code — Hyrum's Law analysis, deprecation notices, migration path design, and…
Spawn a fresh adversarial reviewer mid-implementation for any non-trivial decision — branching logic, cross-module boundaries…
Relentlessly interview the user about a plan or design, walking down every branch of the decision tree one question at a time until…
Enforce vertical-slice discipline — implement one thin slice (~100 lines max), test it, verify it works, commit it, then repeat.
Extract requirements one targeted question at a time before any plan or code starts — hypothesizes user intent, scores confidence, and…
Discover, deduplicate, prioritize, and label incoming GitHub issues and discussions — produce a structured priority queue with one-line…
Record, list, search, and apply cross-session learnings — capture insights from completed work as JSONL entries so patterns persist across…
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…
Internal health check skill for AI DevStudio project.
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