Lowkey Effort — AI skill for Claude Code
An AI skill that auto-calibrates response depth based on task complexity — so you stop burning tokens on simple questions.
How to install Lowkey Effort
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open ashutoshswamy/lowkey-effort and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Lowkey Effort does
An AI skill that auto-calibrates response depth based on task complexity — so you stop burning tokens on simple questions.
Alternatives in AI
- AI Engineering Hub — In-depth tutorials on LLMs, RAGs and real-world AI agent applications 37.2k ★
- AI Dev Tasks — A simple task management system for managing AI dev agents 7.8k ★
- Open Multi Agent — TypeScript multi-agent orchestration engine — one runTeam() call from goal to result 5.8k ★
README
lowkey-effort 🧠⚡

An AI skill that auto-calibrates response depth based on task complexity — so you stop burning tokens on simple questions.
Works across **Claude, Claude Code, GitHub Copilot, OpenAI Codex, and Antigravity CLI**.
What it does
Most AI responses are either too long or too short. `lowkey-effort` fixes that by classifying every task into one of four effort tiers **before** responding, then applying the right format, depth, and length rules for that tier.
No more 500-word answers to "what's the capital of France?". No more shallow one-liners for complex system design questions.
The 4 Tiers
| Tier | Target | When |
|---|---|---|
| ⚡ Instant | < 50 tokens | Simple facts, yes/no, lookups |
| 💬 Light | 50–250 tokens | Short explanations, small snippets |
| 📝 Standard | 250–700 tokens | Coding tasks, guides, analysis |
| 🔥 Deep | 700–2000 tokens | Architecture, long-form, complex debug |
The AI picks the tier silently — you won't even notice it's running.
Smart Overrides
The skill also listens for signals to upgrade or downgrade:
**Goes deeper if you say:** `"in detail"`, `"thorough"`, `"production-ready"`, `"comprehensive"`
**Stays light if you say:** `"quick"`, `"briefly"`, `"just"`, `"tldr"`, `"one-liner"`
**Never cuts corners on:** production code, security, health, or legal topics.
Installation
Claude
- Download `lowkey-effort.skill`
- In Claude, go to Settings → Skills
- Click Install Skill and upload the
.skillfile - Done — activates automatically on every conversation
Claude Code
Drop the skill into your project:
your-project/
└── .claude/
└── skills/
└── lowkey-effort/
└── SKILL.md
GitHub
Related Skills
Token Save MCP
Stop your coding agent burning context on file reads. Delegates big reads to a cheap worker model and returns
Modal Claude Agent SDK Python
This package wraps the Claude Agent SDK to execute AI agents in secure, scalable Modal containers. It provides
Claude Hub
by Claude Did This - A webhook service that connects Claude Code to GitHub repositories, enabling AI-powered c
Frontend Design Pro
Machine-enforced frontend UI/UX skill pack for AI agents. Registry + lazy loading: a 2,149-token router loads
Model Hierarchy Skill
Cost-optimized model routing based on task complexity
Goal Agent
Dispatch ONE of the DTD-declared agents on a task — agent name validated against the trust contract, model and
Related Agents
Forge Complexity
Analyzes task description and codebase context to recommend complexity depth level (quick/standard/thorough).
St Worker Low
Strikethroo task-execution worker at the LOW reasoning-effort tier. Dispatched by the Strikethroo executors fo
Miner Medium
Delegate worker pinned to MEDIUM reasoning effort. Calibrated for C-coding since the 2026-07-07 refit (the C6