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.
npx skills add j-256/agent-skills --skill stepped-demo-scriptgit clone --depth 1 https://github.com/j-256/agent-skillsWrote 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/j-256/agent-skills/stepped-demo-script)<a href="https://agentmods.dev/skills/j-256/agent-skills/stepped-demo-script"><img src="https://agentmods.dev/badge/skills/j-256/agent-skills/stepped-demo-script.svg" alt="Measured on agentmods" 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 | $0.00072 | $0.02583 |
| Opus 5 | $0.00036 | $0.01291 |
| Sonnet 5 | $0.00014 | $0.00517 |
| Haiku 4.5 | $0.00007 | $0.00258 |
Grade A, and why
stepped-demo-script scanned grade A 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 7d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s -X POST ... | _jq How it starts
The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Stepped Demo Script
Compose a single bash file that a human can paste into their terminal and walk through, one step at a time, and see at each step (a) what the script is doing, (b) the command's output, and (c) whether the outcome matched expectations. The reader is often not the author – could be a teammate, a stakeholder, a support engineer on the other side of a ticket – so the script needs to be self-contained, legible without context, and not terrifying to open.
The goal is authoring velocity: the user starts most of these from a blank page, and the skill's job is to get them past the blank page with the right bones in place, not to dictate the body.
When this applies
Trigger when the user wants a runnable script that demonstrates a process by calling out each step and pausing for the reader. Common shapes:
- API sequence – a series of cURL calls showing a flow (e.g. auth → create → fetch → verify), often to reproduce a customer-ticket scenario or show off correct vs. broken behavior.
- CLI walkthrough – a series of commands in a shell or tool (git, kubectl, a CLI the user is learning or teaching).
- Mixed – any sequence where each step is one or two commands whose output the human should look at before moving on.
Skip when the script shouldn't pause (CI, cron, piped-to-file), when there's no stepping (a single long command), or when the "demo" is really a tutorial document (that's Markdown, not bash).
The authoring flow
- Elicit the scenario if it's not already clear from the conversation. You need: what's being demonstrated, in roughly what steps, and whether any of it is misbehavior (so
expectcan surface the mismatch). Don't over-interview – a one-line scenario plus a list of steps is enough to draft. - Pick the closest example from
examples/to seed the structure (API sequence or CLI walkthrough). Read the full example before drafting – the shape matters more than any one line. - Start from
templates/minimal.shfor new scripts, or extend the chosen example if its shape matches. Never compose a demo script from scratch without the prelude – the constants and helpers in the prelude are the whole point of the skill. - Compose the body from the alphabet in
references/primitives.md:announce,section,expect,pause, plus the_jq/$c/$xconstants. Each step is roughlyannounce "what I'm about to do" → <command> → pause, with anexpectline afterward if there's an outcome to assert. - Wrap repeated calls in a shell function, not with a new primitive. If the same cURL shows up twice, lift it into a local function (see
examples/api-sequence.sh). Functions wrap the command + itsannounce, not thepause– pauses stay at the call site so step granularity is controlled by the caller. - Read the draft back with fresh eyes. The test is whether a reader who's never seen the context can paste the file into their terminal and follow along. If a step's purpose isn't obvious from the
announceline, fix theannounce, not the code. - Write the script to disk, defaulting to
/tmp/<scenario-slug>.sh. Use the active client's file-writing capability. The chat answer is a one-line handoff pointing at the file path -- not the script itself in a fenced block. Two reasons: (a) inlining the script in chat gives the user an unnecessary copy-paste-and-save step before they can run it; (b) writing to a relative path (e.g../demo.sh,squash-demo.sh) pollutes whatever directory the user invoked the skill from -- they may be inside a repo, and the demo doesn't belong there. Default to/tmp/<scenario-slug>.sh; pick a different absolute path only if the user names one. The user-facing chat answer should be ~1-2 sentences pointing at the file (e.g. "Script is at/tmp/find-delete-demo.sh-- run it withbash /tmp/find-delete-demo.sh. Each step pauses for Enter.").
What ships with it
5 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.
- 7d ago First seen · 130 lines · 72 tokens per session scan A 51628923eaa8
stepped-demo-script is a skill published in the GitHub repository j-256/agent-skills (2 stars, last pushed 5d ago), licensed MIT. It adds 72 tokens to every session and 2,583 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
exploratory-data-analysis
Perform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain…
google-ads-audit
Google Ads account audit and business context setup. Run this first — it gathers business information, analyzes account health, and saves context that all other ads skills reuse. Trigger on "audit my ads", "ads audit", "set up my ads", "onboard", "account overview", "how's my account", "ads health check", "what should…
data-charts-tako
Search and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance, economics, demographics, sports, and more.
webhook-management
Configure and validate CCAM webhook targets across supported chat, incident, automation, and generic providers. Use when listing provider requirements, creating or updating a target, scoping it to alert rules, sending a test notification, reviewing delivery history, or deleting a target.
gesellschaftsrechtliche-satzungen-agb
Für Gesellschaftsrechtliche Satzungen AGB Abgrenzung: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: gesellschaftsrechtliche-satzungen-agb.
master-yinguang
A reference-based assistant for questions about Yinguang and Pure Land Buddhism, a Buddhist tradition focused on faith, ethical living, and practice connected with rebirth in the Pure Land. It can answer in Yinguang’s historical teaching style.