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 PlunderStruck/scip-query --skill scip-architecture-reviewgit clone --depth 1 https://github.com/PlunderStruck/scip-queryWrote 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/plunderstruck/scip-query/scip-architecture-review)<a href="https://agentmods.dev/skills/plunderstruck/scip-query/scip-architecture-review"><img src="https://agentmods.dev/badge/skills/plunderstruck/scip-query/scip-architecture-review/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/plunderstruck/scip-query/scip-architecture-review"><img src="https://agentmods.dev/badge/skills/plunderstruck/scip-query/scip-architecture-review.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 | $0.00039 | $0.01110 |
| Opus 5.5 | $0.00016 | $0.00444 |
| Sonnet 5.5 | $0.00008 | $0.00222 |
| Haiku 4.5 | $0.00004 | $0.00111 |
Grade A, and why
scip-architecture-review 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 1mo 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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SCIP Architecture and Maintainability Review
Load $scip-query for mechanics. Use ordinary file tools for implementation reads and scip-query for the relationships and findings that guide the investigation. This workflow covers first-use assessment, later design reassessment, and the structural consequences of changes. Use $scip-integrity-audit when the issue is whether a feature fulfills its promise.
Choose from the shared guide's architecture and dependency commands, simplification and cleanup commands, or framework investigations when a concrete concern calls for that analysis. Each row explains its question, index requirement and limits.
A module assigns responsibility to a group of code, such as storing documents or calculating eligibility. Its interface is the operations and rules consumers must understand: inputs, results, errors, effects, and ordering. A dependency exists when one implementation relies on another's behavior or representation.
Maintainability is the ability to change required behavior correctly without unnecessary discovery, duplicated decisions, or coordinated edits. Evaluate mistakes the structure would invite an agent to make and the facts it must discover to avoid them. File size, folder names, interface counts, and clean dependency rules do not establish design quality.
Orient without inventing owners
Run scip-query system --source for current TS/JS module groups and imports, including groups without findings. It needs no index or architecture configuration. Group IDs distinguish declared boundaries from provisional directories. Read coverage and missing configuration before claiming whole-repository visibility.
Use a printed group selector to investigate its files, dependencies, consumers, source interface evidence, findings, and limits. Use health for ranked cleanup candidates when useful and architecture for declared policy. Neither substitutes for behavior.
What ships with it
2 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.
- 1mo ago Changed 5a05ae15fe48
- 1mo ago First seen · 58 lines · 39 tokens per session scan A 6b70b9987880
scip-architecture-review is a skill published in the GitHub repository PlunderStruck/scip-query (6 stars, last pushed 5d ago), licensed Apache-2.0. It adds 39 tokens to every session and 1,110 once invoked, about $0.0002 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 2026-09-08.
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