Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add melodic-software/claude-code-plugins/plugin install prototypeWrote 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/melodic-software/claude-code-plugins/explore-directions)<a href="https://agentmods.dev/skills/melodic-software/claude-code-plugins/explore-directions"><img src="https://agentmods.dev/badge/skills/melodic-software/claude-code-plugins/explore-directions/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/melodic-software/claude-code-plugins/explore-directions"><img src="https://agentmods.dev/badge/skills/melodic-software/claude-code-plugins/explore-directions.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 | $0.00202 | $0.04081 |
| Opus 5.5 | $0.00081 | $0.01632 |
| Sonnet 5.5 | $0.00040 | $0.00816 |
| Haiku 4.5 | $0.00020 | $0.00408 |
Grade C, and why
explore-directions scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
slightly-tweaked card grids isn't a UI prototype, it's wallpaper. <!-- ai-slop-ignore: deliberate voice; the contrast is the operative point --> Structure is the floor, not the How it starts
The opening of the file, as written. The whole thing — 300 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository context. Gather first
Collect these with individual Bash calls, one command per call, never combined into a single invocation:
- Current branch,
git branch --show-current - Working tree status (empty = clean),
git status --porcelain | head -10
The pipe is the bound and belongs in the command. A read-time cap ("read only the first 10 entries") bounds nothing: the Bash tool returns the command's complete output into context before there is anything to decide about.
Treat a failure (not a repository, git unavailable) as an unknown value and carry on. Keep these as separate body Bash calls rather than pre-compute lines: the harness runs a skill's whole pre-compute block as one shell invocation, and a worktree-isolated session refuses a compound command that contains git.
Pre-computed context
Project ecosystems: !${CLAUDE_SKILL_DIR}/scripts/detect-ecosystems.sh 2>/dev/null || echo "none detected"
Variables
Arguments: $ARGUMENTS
Purpose
Generate several radically different visual variations on a single route, switchable from a floating control bar. The user flips between variants in the browser, picks one (or steals bits from each), then throws the rest away.
The shared throwaway rules, the auto-invoke gate, and how to capture the answer live in
${CLAUDE_PLUGIN_ROOT}/context/discipline.md. Read it before you
start. This file covers only the UI facet.
If the question is about logic/state rather than appearance. Wrong facet. Invoke /prototype:pressure-test via the Skill tool.
When this is the right shape
- "What should this page look like?"
- "Show me a few options for this dashboard."
- "Try a different layout for the settings screen."
- Any time the user would otherwise spend a day picking between vague mockups in their head
Two sub-shapes. Prefer A
UI prototypes are easier to judge against the rest of the app. Real header, real sidebar, real data, real density. Default to sub-shape A whenever a plausible existing page exists.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2mo ago Changed · +22 lines · +1 tokens per session 66b9c8f3869e
- 2mo ago Changed · +5 lines a028a5746180
- 2mo ago Changed · +11 lines · -8 tokens per session 504c6fb68cf3
- 2mo ago First seen · 262 lines · 209 tokens per session scan C 7aa228418a5c
explore-directions is a skill published in the GitHub repository melodic-software/claude-code-plugins (30 stars, last pushed today), licensed MIT. It adds 202 tokens to every session and 4,081 once invoked, about $0.0008 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
explore-directions compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| explore-directionsmelodic-software/claude-code-plugins | Skill | 30 | today | MIT | C | 202 | Claude Code |
| ux-interaction-patternssystempromptio/systemprompt-marketplace | Skill | 2 | 1mo ago | none | A | 34 | Claude Code |
| frontend-enhancertravisjneuman/.claude | Skill | 108 | yesterday | MIT | A | 45 | Claude Code |
| generic-design-systemtravisjneuman/.claude | Skill | 108 | yesterday | MIT | A | 60 | Claude Code |
| generic-react-design-systemtravisjneuman/.claude | Skill | 108 | yesterday | MIT | A | 59 | Claude Code |
| generic-static-design-systemtravisjneuman/.claude | Skill | 108 | yesterday | MIT | A | 44 | Claude Code |
| generic-static-ux-designertravisjneuman/.claude | Skill | 108 | yesterday | MIT | A | 56 | Claude Code |