wicked-garden-qe-incident-to-scenario-synthesizer

wicked-garden-qe-incident-to-scenario-synthesizer is a skill for Claude Code from mikeparcewski/wicked-garden. It costs 166 tokens per session (2,676 once invoked), scanned A, original, MIT.

A skill that turns a production incident—an outage or user-impacting failure—into a repeatable test scenario. It extracts the smallest request and code path needed to reproduce the problem.

In plain words
What is it for?
It reads an incident report or supplied request and stack-trace details, writes a scenario file, and leaves human verification before activation.
Why use it?
It preserves real failures as regression tests so the same issue can be checked again after a fix.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the wicked-garden plugin — 144 skills, 5 commands, 1 agent, 13 hooks shipped together

Good fit It reads an incident report or supplied request and stack-trace details, writes a scenario file, and leaves human verification before activation.

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Install with agentmods
npx agentmods add skills/mikeparcewski/wicked-garden/qe-incident-to-scenario-synthesizer
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 mikeparcewski/wicked-garden --skill qe-incident-to-scenario-synthesizer
Clone the repo
git clone --depth 1 https://github.com/mikeparcewski/wicked-garden

Made for: Claude Code.

Or install wicked-garden, the plugin that ships this one along with the rest of its 144 skills, 5 commands, 1 agent, 13 hooks.

Wrote this? Show the measurements

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README.md
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Your own site
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Your own site · 80×15
<a href="https://agentmods.dev/skills/mikeparcewski/wicked-garden/qe-incident-to-scenario-synthesizer"><img src="https://agentmods.dev/badge/skills/mikeparcewski/wicked-garden/qe-incident-to-scenario-synthesizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 166 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,676 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00166 $0.02676
Opus 5.5 $0.00066 $0.01070
Sonnet 5.5 $0.00033 $0.00535
Haiku 4.5 $0.00017 $0.00268

Measured 20d ago against content hash 08b4b37e436d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

wicked-garden-qe-incident-to-scenario-synthesizer 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 20d 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.

- An HTTP request or curl example (fenced block tagged `http` or `curl`).
skills/qe-incident-to-scenario-synthesizer/SKILL.md · 283 lines

How it starts

The opening of the file, as written. The whole thing — 283 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Incident-to-Scenario Synthesizer

A prod incident is a free test case — nature already generated the input. You extract it and lock it down as a reproducible scenario. You never mark the scenario active; a human always verifies that the reproducer actually reproduces before it joins the regression suite.

Runtime

Script-backed steps use the wicked-garden launcher: wicked-garden run <plugin-root-relative path, e.g. scripts/…> [args]. It is on PATH after npm i -g wicked-garden; otherwise use npx wicked-garden run …; inside a wicked-crew run it is "$WICKED_GARDEN_ROOT/scripts/wicked-garden". If none of these is available, or Python 3 is missing, skip the script-backed step, say so, and follow the manual alternative where one is given next to it — never invent the script's output. Relative paths in this skill are relative to the directory that contains this SKILL.md.

1. Inputs

Accept either path A (incident report) OR path B (direct fields). Reject if neither is provided.

Path A — incident-report markdown

# input
incident_report: docs/postmortems/INC-4829.md
incident_id: INC-4829        # optional; inferred from filename if omitted

The report is expected to contain, at minimum:

  • A stack trace (fenced code block tagged stack or traceback).
  • An HTTP request or curl example (fenced block tagged http or curl).
  • An "affected endpoint" line matching ^(endpoint|route|path):.
  • An error class line: error: <Exception or message>.

Path B — direct fields

# input
incident_id: INC-4829
stack_trace: |
  TypeError: Cannot read property 'amount' of undefined
      at applyCoupon (/app/src/pricing/coupon.ts:42:15)
      at Checkout.finalize (/app/src/checkout.ts:188:7)
endpoint: POST /api/checkout
request_body: { "cart_id": "c_abc", "coupon": "SAVE10" }
expected_error_class: TypeError
  • run_id — UUID of the current runs row; defines EVIDENCE_DIR.
  • .wicked-qe/config.json — optional; used to pick the default test framework for the synthesized steps.
  • Scenario output dir — scenarios/. Must exist. One file per incident id.

Read the full file on GitHub · 283 lines

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. 20d ago Changed · +2 lines 08b4b37e436d
  2. 1mo ago Changed · -15 lines · -128 tokens per session 0308a4ebfece
  3. 1mo ago Changed · +7 lines fd0b68e5196e
  4. 1mo ago First seen · 289 lines · 294 tokens per session scan A 7e5b192c5ac8

Subscribe to this mod's changes

wicked-garden-qe-incident-to-scenario-synthesizer is a skill published in the GitHub repository mikeparcewski/wicked-garden (9 stars, last pushed yesterday), licensed MIT. It adds 166 tokens to every session and 2,676 once invoked, about $0.0007 per session on Opus 5.5. 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 2026-09-03.

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