journey-simulation

journey-simulation is a skill for Claude Code from RockyHong/super-bootstrap. It costs 79 tokens per session (3,199 once invoked), scanned A, original, MIT.

A simulated first-time user journey through a product flow, document, or sandbox. An isolated agent performs the task as a selected type of user while the process records where people may drop out or get confused.

In plain words
What is it for?
Use it to test onboarding, checkout, signup, documentation, game flows, or other tasks and identify points where a target user group may get stuck.
Why use it?
It provides a cold-reader view of an experience before real user testing, without assuming that the creator's intended path is clear.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions subagents.

Good fit Use it to test onboarding, checkout, signup, documentation, game flows, or other tasks and identify points where a target user group may get stuck.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rockyhong/super-bootstrap/journey-simulation
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add RockyHong/super-bootstrap --skill journey-simulation
Clone the repo
git clone --depth 1 https://github.com/RockyHong/super-bootstrap

Made for: Claude Code.

Wrote 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.

agentmods badge for journey-simulation

README.md
[![agentmods](https://agentmods.dev/badge/skills/rockyhong/super-bootstrap/journey-simulation/github.svg)](https://agentmods.dev/skills/rockyhong/super-bootstrap/journey-simulation)
Your own site
<a href="https://agentmods.dev/skills/rockyhong/super-bootstrap/journey-simulation"><img src="https://agentmods.dev/badge/skills/rockyhong/super-bootstrap/journey-simulation/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.

agentmods 80×15 button for journey-simulation

Your own site · 80×15
<a href="https://agentmods.dev/skills/rockyhong/super-bootstrap/journey-simulation"><img src="https://agentmods.dev/badge/skills/rockyhong/super-bootstrap/journey-simulation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 79 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,199 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00079 $0.03199
Opus 5 $0.00039 $0.01599
Sonnet 5 $0.00016 $0.00640
Haiku 4.5 $0.00008 $0.00320

Measured 8d ago against content hash 8666c3c2428b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

journey-simulation 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 8d 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.

.claude/skills/journey-simulation/SKILL.md · 216 lines

How it starts

The opening of the file, as written. The whole thing — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.

journey-simulation

Overview

Spawn isolated subagent to execute a real task under identity-as-fact briefing + sandbox spec. Subagent never knows it's observed. Gateway extracts funnel post-hoc from narration.

Persona is a distribution, not a single person. Persona-slug names a group; subagent samples one path. Read each waypoint as "how thinned is this group?" — not "did this individual finish?" Funnel attrition is the unit of signal.

When to use

  • Caller asks to "simulate a user", "test our flow", "will users get stuck on X", "cognitive walkthrough", "cold-eyes review"
  • Pressure-testing a flow before real-user testing or after a redesign
  • Reviewing whether a doc / README / game loop / future-self artifact is comprehensible cold

Skip when: caller wants ground-truth real-user data (use real-user testing); caller wants design recommendations (this skill observes, doesn't prescribe).

Phase 0 — Clarify & de-bias

Run before dispatch. Caller-in-loop. Never skipped.

  1. Ask: what artifact, what flow, desired outcome of this test, your concern / hypothesis?
  2. Surface caller's bias: "you suspect X — the sim must not be primed to find X. Restate inputs in neutral terms."
  3. Ask: realistic personas (not aspirational ICP)? Skeptic / return / negative cases worth running?
  4. Curate: strip project jargon, success-bias, design rationale, vision-statement leakage.
  5. Structural-cue check: if curated persona reads as constructed (over-precise biographic detail, hyper-specific multi-constraint situations, obscure personal history), loosen toward naturalistic under-specification.
  6. Show curated AND stripped versions side-by-side. Caller picks curated, stripped, or correction. Single-stage curation = bias not fully surfaced. Both versions visible to caller is the load-bearing step.
  7. Capture bullseye + hypothesis privately. Held only by gateway. Never enters subagent prompt.

Phase 1 — Input contract

Required inputs (free-form shape, must hit minimum bar each):

Read the full file on GitHub · 216 lines

Files

What ships with it

1 file 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.

Changes

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.

  1. 8d ago First seen · 216 lines · 79 tokens per session scan A 8666c3c2428b

Subscribe to this mod's changes

journey-simulation is a skill published in the GitHub repository RockyHong/super-bootstrap (3 stars, last pushed today), licensed MIT. It adds 79 tokens to every session and 3,199 once invoked, about $0.0004 per session on Opus 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 2026-08-31.

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