n8n Workflow Builder

Nuxt UI Component Guidance

Build interfaces correctly with @nuxt/ui v4 — five core rules (UApp wrapper, semantic colors, reading generated theme files for real slot names, override priority, icon naming), a task-to-focus-area routing table, the Nuxt UI MCP server for live component API lookups, and full installation for both Nuxt and standalone Vue.

Beginner

Reshape PR Commits

Turn a branch's messy WIP/fixup commit history into a clean, logically-grouped set of commits before review — proposed regrouping with explicit approval, git reset --soft plus staged re-commits instead of interactive rebase, and hard guardrails (feature branches only, force-with-lease only, never touch another author's commits).

Simplicity First Code Gate

A hard correctness gate against over-complex or oversized code — one ordering principle (human readability first, agent traceability second), five enforceable rules, and a pre-finish checklist that treats unnecessary complexity as a bug, not a style opinion.

2 minutes

Beginner

Slidev Presentation Builder

Build developer-focused presentations with Slidev — Markdown-driven slides with live code, syntax highlighting, Monaco editor embeds, Mermaid/PlantUML diagrams, LaTeX math, click-based animations, and presenter notes, plus a quick-reference table for the exact syntax each feature needs.

Beginner

Technical Writing Style Guide

Write docstrings, READMEs, commit messages, and PR descriptions that read like human technical documentation instead of LLM output — six concrete 'tells' with before/after rewrites, a smoothness diagnostic for prose that sounds authoritative while stating one fact three times, and industry-metaphor substitution tables ('surfaces' to 'raises/returns/logs', 'wired through' to 'passed as a parameter').

Secret Scan and Rotation

Find committed credentials in a repository's working tree and full history, triage real secrets from test fixtures, and drive rotation-first remediation — with an absolute rule against ever printing a secret's actual value, even during the scan itself.

Self-Improvement Loop Design

Design systems where the harness itself is the optimization target — an optimization ladder from prompt to context to workflow to harness code, a two-split empirical acceptance gate, an outside-the-loop invariant for the evaluator, and a catalog of documented reward-hacking and collapse failure modes.

Advanced

Skill Security Inspector

Review an AI agent skill before installing it using two independent lines — static scanner evidence plus source-aware semantic judgment — checking purpose fit, permission fit, sensitive access, external transmission, execution risk, and persistence, down to a clear APPROVE, CAUTION, or REJECT verdict.

Semantic Prompt Compression

Re-encode verbose system prompts, tool descriptions, and skill bodies into a dense telegraphic register — punctuation as connectives, label frames, verbless assertions — via re-encoding, not word deletion, with a density gate and a declared-loss verification pass.

Advanced

Simplified Technical English for Docs

Write or rewrite technical documentation with the ASD-STE100 Simplified Technical English discipline — the aerospace maintenance-manual standard adapted for READMEs, runbooks, error messages, incident reports, and agent instructions.

Subagent-Driven Development

Execute an implementation plan by dispatching a fresh subagent per task with a spec-and-quality review after each, a ledger that survives compaction, and a 'rulings not stalls' policy that keeps a running plan from waiting on a human at every fork.

Advanced

Secure Coding Practices

A threat-model-first secure coding reference — trust-boundary mapping, a STRIDE quick-pass, a three-tier always/ask-first/never boundary system, and copy-paste prevention patterns for injection, XSS, broken access control, and SSRF.