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 mikeparcewski/wicked-garden --skill engineeringgit clone --depth 1 https://github.com/mikeparcewski/wicked-gardenWrote 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/mikeparcewski/wicked-garden/engineering)<a href="https://agentmods.dev/skills/mikeparcewski/wicked-garden/engineering"><img src="https://agentmods.dev/badge/skills/mikeparcewski/wicked-garden/engineering/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/mikeparcewski/wicked-garden/engineering"><img src="https://agentmods.dev/badge/skills/mikeparcewski/wicked-garden/engineering.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 | $0.00230 | $0.02693 |
| Opus 5.5 | $0.00092 | $0.01077 |
| Sonnet 5.5 | $0.00046 | $0.00539 |
| Haiku 4.5 | $0.00023 | $0.00269 |
Grade A, and why
wicked-garden-engineering scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 15d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Engineering
Senior engineering guidance on code quality, architecture, and implementation. The five actions below run inline (no dispatch); genuinely structural, migration, or API-reference work hands off to the workers listed at the end.
Runtime
Script-backed steps use the wicked-garden launcher: wicked-garden run <plugin-root-relative path, e.g. scripts/…> [args]. It is on PATH after npm i -g wicked-garden; otherwise use npx wicked-garden run …; inside a wicked-crew run it is "$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.
Routing
| Ask | Action |
|---|---|
| Code-level quality review of files or a diff | § review |
| Component/system-level architecture review | § arch |
| Bug / error / unexpected-behavior diagnosis | § debug |
| Implementation plan before writing code | § plan |
| Generate or refresh documentation | § docs |
| Multi-file mechanical change (add-field/rename/remove) | patch |
Review disambiguation: this skill reviews source code. For an AI agent
system use agentic review, for a UI use product ux-review, and for a binding
go/no-go verdict use archetype review (see docs/domains.md → "review appears
in three domains"). arch is component/system-level review; review is
code-level; greenfield design is the architecture module.
review — senior-engineer code review
- Parse scope (path or git-diff target),
--focus,--persona, and--scenarios. - Read
refs/review.md(relative to this skill's base directory) — R1–R6 Bulletproof Coding Standards, T1–T6 Bulletproof Testing Standards, agent overstepping checklist, focus lane definitions, persona routing instructions, wicked-scenarios format, and output template. - Persona branch (only if
--persona <name>present): resolve the persona viawicked-garden run scripts/persona/registry.py --get {name} --json. If found, apply the review through that persona's frame. If not found, warn and fall through. - Read the target file(s) / diff. Apply R1–R6 to all code; add T1–T6 when
--focus testsor reviewing test files. If--focusgiven, deepen that lane. Flag agent overstepping (scope creep, commented-out code, over-engineering) withfile:linecitations. Flag every piece of custom code that duplicates a built-in of the chosen framework or library: cite the code and the built-in, and judge the author's stated reason (refs/review.md, "Duplicates of a built-in"). - Emit the standard Engineering Review output (Strengths, Issues table with rule + location,
Architecture Notes, Maintainability Concerns, Agent Overstepping, Recommendations).
If
--scenarios, append wicked-scenarios blocks for each Critical/High finding.
What ships with it
60 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.
- architecture/refs/adr-template.md 4.4 KB
- architecture/refs/architecture-template-deployment.md 4.3 KB
- architecture/refs/architecture-template-design.md 5.9 KB
- architecture/refs/examples-ecommerce-analytics.md 6.9 KB
- architecture/refs/examples-saas-trading.md 6.5 KB
- architecture/refs/patterns-advanced.md 8.1 KB
- architecture/refs/patterns-structural.md 9.0 KB
- architecture/SKILL.md 4.7 KB
- backend/refs/checklists.md 3.3 KB
- backend/refs/patterns.md 4.1 KB
- backend/SKILL.md 2.7 KB
- debugging/refs/patterns.md 5.1 KB
- debugging/refs/process.md 3.9 KB
- debugging/SKILL.md 2.9 KB
- docs/SKILL.md 3.0 KB
- frontend/refs/checklists.md 2.1 KB
- frontend/refs/patterns.md 2.9 KB
- frontend/SKILL.md 2.4 KB
- integration/refs/error-handling-best-practices.md 2.8 KB
- integration/refs/error-handling-error-classes-typescript.md 4.2 KB
- integration/refs/error-handling-error-response-format.md 5.7 KB
- integration/refs/error-handling-retry-strategies.md 3.7 KB
- integration/refs/event-schemas-best-practices.md 3.8 KB
- integration/refs/event-schemas-event-naming-conventions.md 4.7 KB
- integration/refs/event-schemas-event-structure.md 5.5 KB
- integration/refs/graphql-best-practices.md 2.2 KB
- integration/refs/graphql-error-handling.md 3.5 KB
- integration/refs/graphql-graphql-basics.md 3.0 KB
- integration/refs/graphql-query-examples.md 2.7 KB
- integration/refs/graphql-schema-design-patterns.md 4.5 KB
- integration/refs/grpc-grpc-overview.md 4.4 KB
- integration/refs/grpc-implementation-examples.md 6.2 KB
- integration/refs/grpc-metadata-headers.md 5.9 KB
- integration/refs/grpc-testing.md 1.1 KB
- integration/refs/openapi-template.yaml 17 KB
- integration/refs/resilience-best-practices.md 2.4 KB
- integration/refs/resilience-circuit-breaker-pattern.md 7.0 KB
- integration/refs/resilience-rate-limiting.md 5.2 KB
- integration/refs/resilience-timeout-pattern.md 4.3 KB
- integration/refs/rest-api-fundamentals.md 5.2 KB
- integration/refs/rest-api-responses-security.md 6.5 KB
- integration/refs/versioning-breaking-changes.md 4.4 KB
- integration/refs/versioning-migration-strategies.md 4.7 KB
- integration/refs/versioning-versioning-strategies.md 4.4 KB
- integration/SKILL.md 5.3 KB
- large-scale-migration/SKILL.md 9.8 KB
- patch/refs/new-generator.md 6.3 KB
- patch/refs/output-samples.md 6.5 KB
- patch/SKILL.md 8.3 KB
- refs/arch.md 4.5 KB
- refs/conformance.md 3.8 KB
- refs/debug.md 4.0 KB
- refs/docs.md 5.8 KB
- refs/engineering-checklists.md 2.7 KB
- refs/engineering-templates.md 1.2 KB
- refs/plan.md 4.1 KB
- refs/review.md 7.4 KB
- system-design/refs/anti-patterns-big-ball-of-mud.md 5.8 KB
- system-design/refs/anti-patterns-circular-dependencies.md 5.2 KB
- system-design/refs/anti-patterns-feature-envy.md 3.2 KB
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.
- 15d ago Changed · +6 lines 37a8e3f3dded
- 1mo ago Changed · +4 lines · -55 tokens per session 6f6715344ea0
- 1mo ago Changed · +4 lines 272a07a95757
- 1mo ago First seen · 197 lines · 285 tokens per session scan A a4c2a493b174
wicked-garden-engineering is a skill published in the GitHub repository mikeparcewski/wicked-garden (9 stars, last pushed today), licensed MIT. It adds 230 tokens to every session and 2,693 once invoked, about $0.0009 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 2026-08-31.
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