Borrowing it
Nothing to install: this file belongs to loqwai/paper-cranes. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/loqwai/paper-cranes/main/.claude/skills/solo/SKILL.mdgit clone --depth 1 https://github.com/loqwai/paper-cranesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/loqwai/paper-cranes/solo)<a href="https://agentmods.dev/skills/loqwai/paper-cranes/solo"><img src="https://agentmods.dev/badge/skills/loqwai/paper-cranes/solo/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/loqwai/paper-cranes/solo"><img src="https://agentmods.dev/badge/skills/loqwai/paper-cranes/solo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00063 | $0.02994 |
| Opus 5.5 | $0.00025 | $0.01198 |
| Sonnet 5.5 | $0.00013 | $0.00599 |
| Haiku 4.5 | $0.00006 | $0.00299 |
Grade A, and why
solo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 242 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Solo — Shader Knob/Audio Mode Toggle
Toggle a shader between knob mode (manual knob_* uniforms for live tuning) and audio mode (audio-reactive features driving the visuals).
Context
Arguments:
!echo "$ARGUMENTS"
Target shader (from arguments or git diff):
!args="$ARGUMENTS"; shader=$(echo "$args" | grep -oE '[^ ]+\.frag'); if [ -n "$shader" ]; then echo "$shader"; else git diff --name-only HEAD | grep '\.frag$' | head -1 || git diff --cached --name-only | grep '\.frag$' | head -1 || echo "(no .frag files modified in worktree)"; fi
Current mode of target shader (knobs active = "knob_mode", audio active = "audio_mode", not yet knobified = "raw"):
!args="$ARGUMENTS"; shader=$(echo "$args" | grep -oE '[^ ]+\.frag'); if [ -z "$shader" ]; then shader=$(git diff --name-only HEAD | grep '\.frag$' | head -1); fi; if [ -n "$shader" ] && [ -f "$shader" ]; then if grep -qP '^#define \S+ .*knob_' "$shader" && grep -qP '^// #define \S+ .*(?:bass|treble|energy|mids|spectral|pitchClass)' "$shader"; then echo "knob_mode"; elif grep -qP '^// #define \S+ .*knob_' "$shader" && grep -qP '^#define \S+ .*(?:bass|treble|energy|mids|spectral|pitchClass)' "$shader"; then echo "audio_mode"; else echo "raw"; fi; else echo "no_shader_found"; fi
Highest knob number already used across all shaders (to avoid collisions):
!grep -roh 'knob_[0-9]\+' shaders/ 2>/dev/null | sed 's/knob_//' | sort -n | tail -1 || echo "0"
Determine mode and target
Parse $ARGUMENTS:
- First word may be
knobsoraudio(the mode). If omitted, auto-toggle based on the shader's current state:- If currently in knob_mode → switch to
audio - If currently in audio_mode → switch to
knobs - If raw (not yet knobified) → use
knobs
- If currently in knob_mode → switch to
- Remaining argument is the path to a
.fragfile. If omitted, find the first.fragmodified in the git worktree. - If no shader can be found, ask the user.
Mode: knobs
Transform the shader so its tunable parameters use knob_* uniforms, with commented-out audio-reactive #define alternatives.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 242 lines · 63 tokens per session scan A c04d0c070f52
solo is a skill published in the GitHub repository loqwai/paper-cranes (7 stars, last pushed 3d ago), licensed BSD-3-Clause. It adds 63 tokens to every session and 2,994 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-02.
Other skills, from other repositories
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…