
Claude Skills by CodeWithJuber
github.com/CodeWithJuberForge's code-graph. Use to find where a symbol is defined (where-is-X), to discover reusable code before writing new, and to check a symbol actually exists before calling it (anti-hallucination). Backed by `forge atlas`.
Start-of-session context rebuild. Use when resuming work in a repo after a gap, a /clear, or a machine switch — "where were we?" answered from recorded state (goal, session snapshot, decisions, recent commits) instead of assumptions.
Modernize or refactor a legacy codebase incrementally while preserving business logic. Replaces hand-rolled logic with the standard library, a native feature, an already-installed dependency, or (only after live research) a well-vetted new package, then applies minimal design patterns to whatever custom code remains. Confirms scope first (full-codebase, one module/partial, or only the exact lines named) and flags file count, line count, and breaking-change risk before generating a large diff,...
Use before ambiguous, expensive, multi-file, or mutating coding work to run Forge's cognitive substrate: assumption gate, model routing, impact prediction, scope decomposition, memory/lesson lookup, minimality check, and verification planning. Trigger when a user asks to edit/refactor/fix/design production code, integrate features, choose model effort, inspect blast radius, or avoid agent assumptions.
Reduce token/cost burn on large or exploratory tasks. Use when a task will touch many files, involves broad codebase search, a big migration, or when the user asks to keep cost/context low.
Create and maintain a per-project DESIGN.md that pins the ONE visual direction so UI stays consistent across sessions and screens. Use when starting UI on a project, when look feels inconsistent, or the user mentions design system / DESIGN.md / visual guidelines.
Pull current, real-world software-dev signal on demand from GitHub trending, Reddit, research papers, and blogs — filtered to the user's stack, hype-filtered, with verified sources. Use when the user asks "what's new/trending", "latest in <tech>", "should I adopt X", or wants a dev digest. Coding topics only.
Structured workflow for non-trivial features or unfamiliar code — explore, then plan, then implement, then verify. Use when a change spans multiple files, the approach is uncertain, or the user asks for a spec/plan first.
End-of-session checkpoint. Use when finishing, pausing, or switching away from work in a repo — it rewrites the bounded session snapshot (.forge/state.md) the NEXT session is re-injected with, so nothing essential dies with this conversation. Backed by `forge handoff`.
Forge's minimalism discipline. Use for any "add X" / "build Y" / refactor / bug-fix — before writing code, to choose the smallest change that actually solves the problem. Reuse over rewrite, delete over add, boring over clever.
Universal problem-solving engine that fuses proven frameworks (ASQ 4-step cycle, DMAIC/PDCA, 5 Whys, Fishbone, First Principles, TRIZ, Cynefin, Design Thinking, weighted decision matrix) into one staged loop. Use when the user asks to solve, analyze, or break down a problem, find root causes, choose between options, innovate, make a hard decision, handle a crisis, or wants structured/step-by-step problem solving.
Forge's cross-session memory. Use when the user says "remember this", when you learn a durable non-obvious fact/decision/gotcha worth keeping, or to recall past context. Backed by `forge recall` + the recall-load guard.
Engineering standards for writing production code — reuse before building, follow existing patterns, testable/reusable design, and verify. Use for any non-trivial feature, refactor, or "add X" task, and when choosing what to build vs. adopt.
Self-correction and cross-session learning loop. Use when a check fails and needs iterating to green, when the user corrects the same thing more than once, or when a non-obvious fix/gotcha is worth remembering for next time.
After ANY code change, sweep the diff for documentation that just went stale. Use when finishing an edit, before a commit/PR, or when the completion gate blocks — it turns "did I forget a doc?" into a mechanical checklist. Backed by `forge docs sync`.
Pick a visual design direction for a repo from Forge's menu (minimalist, brutalist, editorial, playful, corporate). Use when starting UI work or when the user wants a specific look. Sets DESIGN.md, which every AI tool then follows.
Choose a library, framework, or tool by verifying the CURRENT best option from live sources — not from training data. Use whenever picking a dependency, starting a project, or the user asks "what's the best X for Y", "latest", "which library", or wants an unbiased/current recommendation.
Reliable workflow for building or fixing UI so results look intentional, not generic. Use for any frontend/UI task — new screen, component, redesign, "make it look better", layout, styling, or when the user says UI is the pain point.
Safe, staged deploy of Hostlelo services to the VPS. Use when asked to deploy, ship, or release a Hostlelo change (kernel, widget, or Telegram control plane).