Spec↔code convergence scan. Use after implementation to verify the ACTUAL codebase matches the spec/plan — detects missing backends, dead buttons, partial wiring, scope creep. Classifies gaps (missing/partial/contradicts/unrequested), appends remediation tasks, loops until converged. The direct answer to 'the UI renders but nothing works' syndrome.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Feature implementation orchestrator. ALWAYS use this skill for ANY code change — implement, build, add feature, create, fix bug, or any task that modifies source code. This is the default route for 70% of all requests. Runs full TDD cycle: understand → plan → test → implement → quality → verify → commit.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Gathers N independent, decorrelated perspectives across model families (external CLIs when present, subagents when not) and arbitrates inline. Use when a decision needs genuine debate — not same-model echo — for critique, review, or judge calls. Honest about degradation: never claims 'consensus' from a single model family.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Database workflow specialist. Generates migration files with rollback scripts, detects breaking schema changes, and validates query parameterization.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Root cause analysis for bugs and unexpected behavior. Traces errors through code, uses structured reasoning, and hands off to fix when cause is found. Core of the debug↔fix mesh. When the diagnosed cause is a memory leak in a long-running process, escalates to perf for cost-impact framing (leaks drive OOM-restart → cold-start → autoscaler spend, often 20-40% bill inflation).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Design system reasoning. Maps product domain to style, palette, typography, and platform-specific patterns. Generates .rune/design-system.md as the shared design contract for all UI-generating skills.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Find documentation for APIs, libraries, and error messages. Looks up official docs, changelog entries, and migration guides.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Auto-generate and maintain project documentation. Creates README, API docs, architecture docs, changelogs, and keeps them in sync with code changes. The "docs are never outdated" skill.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Apply code changes and fixes. Writes implementation code, applies bug fixes, and verifies changes with tests. Core action hub in the development mesh.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Playwright browser automation. Navigates URLs, takes screenshots, checks accessibility tree, interacts with UI elements, and reports findings.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Clone, port, or convert features from any GitHub repo into your project. Use when stealing patterns from external repos or porting proven code. Understand before copy, challenge before implement. 4 modes: port (rewrite), compare (analysis), copy (transplant), improve (copy + optimize).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Find architectural friction in a codebase and propose deepening opportunities. Use when user wants to improve architecture, find refactor candidates, consolidate shallow modules, or make a codebase more testable. Outputs scored proposals (depth/leverage/locality) that surgeon and review can consume.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Structured incident response. Use when user reports an outage, production error, or says 'incident', 'something is down', 'users are affected'. Triage severity, contain blast radius, root-cause, document timeline, generate postmortem.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Persistent state tracking and Architecture Decision Records across sessions. Use when recording a decision, ADR, or progress that must survive session boundaries. Manages progress state, module health, dependency graphs, and ADRs for any workflow.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Deploy + marketing orchestrator. Use when user says 'launch', 'ship to production', 'deploy and announce', or 'go live'. Runs the full pipeline — pre-flight tests, deployment, live verification, marketing asset creation, and announcement.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Build Model Context Protocol servers from specifications. Use when creating an MCP server for a tool, resource, or service that AI agents should access. Generates tool definitions, resource handlers, and test suites in TypeScript or Python (FastMCP).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Cross-session cognitive persistence via Neural Memory MCP. Use when needing semantic recall of past decisions / errors / insights across projects — distinct from session-bridge (file-based, project-scoped). Provides hypothesis tracking, evidence chains, and graph-based associative memory.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Auto-generate project context for AI sessions. Use when starting on a new repo for the first time, or when CLAUDE.md / .rune/ context is missing or stale. Scans codebase and creates the setup so every future session starts with full context.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Performance regression gate. Detects N+1 queries, sync-in-async, missing indexes, memory leaks, and bundle bloat before they reach production. Ranks findings by Cost Impact Hierarchy (architecture > data transfer > compute > DB > caching) so fix priority maps to actual unit-cost reduction.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Create structured implementation plans from requirements. Produces master plan + phase files for enterprise-scale project management. Master plan = overview (<80 lines). Phase files = execution detail (<200 lines each). Each session handles 1 phase. Uses opus for deep reasoning.
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Advisory wrap for tool results from untrusted external surfaces. Appends `[QUARANTINE-NOTICE]` to next-turn context after `mcp__*`, `WebFetch`, and `Read` of `**/uploads/**` so prior tool output is treated as data — not directives. Use when the session ingests MCP user-content (Zendesk, Intercom, support tickets), fetched HTML, or operator-uploaded files. Hook fires AFTER ingestion — advisory, not structural.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with trend tracking. Per-person breakdowns, shipping streaks, and actionable improvements. Use when asked for "retro", "weekly review", "what did we ship", or "engineering retrospective".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Use when receiving external input that needs structured intake before action — PR review feedback, code review comments, OR issue tracker items (bug reports, feature requests). PR Review Mode (default) verifies suggestions before implementing. Issue Triage Mode classifies issues into a state machine (ready-for-agent / ready-for-human / needs-info / wontfix) and emits AGENT-BRIEFs for AFK execution. Prevents blind implementation, enforces verification-first discipline.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Code quality review — patterns, security, performance, correctness. Finds bugs, suggests improvements, triggers fix for issues found. Escalates to opus for security-critical code.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.