Elegant problem-solving methodology with 5-stage process, AFRP pre-router gate, CIDF v1.2 content insertion framework, and 7-agent execution network. Activates for architectural thinking, systematic verification, content insertion decisions, complex multi-step tasks, code quality reviews, and self-improvement workflows. Triggers on: "ultrathink", "think deeply", "5-stage", "systematic approach", "elegant solution", "verify before done", "content insertion", "AFRP", "CIDF".
Recover branches that look "orphaned" or "600 commits behind" after a force-pushed / rewritten main, by re-anchoring each onto the byte-identical twin commit that already exists in the rewritten history. Invoke when: "branches are 600 behind", "orphaned branch after rewrite", "re-anchor branch to main", "branches lost common ancestor", "reconcile branches after force-push", "recover deleted branch", "byte-identical common ancestor", "git history rewrite recovery", "branches all became the same".
gstack v1.12.2.0 integration sub-skill. Full routing table for web browsing, QA, shipping, planning reviews, design, DX audits, retros, and GBrain. Activates for: /browse, /qa, /ship, /review, /investigate, /design-review, /canary, /benchmark, /retro, gbrain, gstack skills, web browsing, QA testing, deploy, design review, canary monitoring, performance benchmarks.
Complete git-history scrub procedure for removing forbidden tokens, leaked secrets, or contaminated author identities from a repo's commits, branches, reflog, and packed objects. Invoke when: "expunge git history", "remove from history", "rewrite author", "scrub commits", "delete from reflog", "clean leaked secret from git", "remove forbidden token", "rewrite history", "purge identity string".
Use when setting up the MCP orchestration stack on a new machine or verifying it is installed. Covers ai-cli-mcp (parallel background workers), the OpenClaw MCP registry, and an optional Gemini analyzer lane when explicitly requested. Activates for: install mcp stack, setup gemini mcp, register ai-cli, openclaw mcp set, mcp orchestration setup, install mcp tools, run install-mcp-stack.sh.
Use when setting up Claude Code MCP tools, adding Claude Skills, using Gemini as a large-context reader, dispatching parallel AI CLI agents, connecting MCP tools to OpenClaw, or routing tasks to local/OpenRouter/Codex/Gemini agents. Trigger when the user mentions Gemini MCP, ai-cli-mcp, OpenClaw MCP, SKILL.md, Claude Skills, background agents, /mcp, MCP JSON, prompt caching, OpenRouter routing, agent dispatch, or tool setup failures.
Enforced rule for all agents: sleep N && <command> chains are blocked by the shell hook. Invoke this skill whenever you need to wait for a background process, a file to grow, or a condition to become true. Covers: background task output polling, npm install completion, claude update, any long-running subprocess.
Interactive skill creator for orama-system, raw Claude Code, and gstack. Creates a new skill folder with SKILL.md, frontmatter, boundaries, examples, and harness registration — by asking you questions, then writing the files. Activates when asked to: create a skill, new skill, add a sub-skill, /skillify, build a new tool as a skill, make a skill, install a skill. Supports targets: raw-claude, orama-system sub-skill, gstack global skill, all.