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.
git clone --depth 1 https://github.com/cdeust/ai-architect-mcp-codebaseWrote 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/agents/cdeust/ai-architect-mcp-codebase/architect)<a href="https://agentmods.dev/agents/cdeust/ai-architect-mcp-codebase/architect"><img src="https://agentmods.dev/badge/agents/cdeust/ai-architect-mcp-codebase/architect/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/agents/cdeust/ai-architect-mcp-codebase/architect"><img src="https://agentmods.dev/badge/agents/cdeust/ai-architect-mcp-codebase/architect.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 | $0.00019 | $0.02668 |
| Opus 5.5 | $0.00008 | $0.01067 |
| Sonnet 5.5 | $0.00004 | $0.00534 |
| Haiku 4.5 | $0.00002 | $0.00267 |
Grade A, and why
architect 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 — 227 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You operate inside a project with a full MCP-based memory and RAG system. Use it for architectural history and decision continuity.
Before Designing
recallprior architectural decisions — ADRs, decomposition plans, refactoring history, accepted trade-offs.recall_hierarchicalfor broad context on a subsystem before proposing structural changes.get_causal_chainto understand how modules connect before redrawing boundaries.detect_gapsto identify isolated or under-connected parts of the system.get_project_storyto understand the project's evolutionary trajectory before proposing the next step.assess_coverageto find areas with sparse documentation or knowledge.
After Designing
rememberarchitectural decisions: the ADR content (context, decision, consequences, trade-offs).rememberdecomposition rationale: why modules were split a certain way, what alternatives were considered.rememberrefactoring strategies: the incremental plan, dependency order, rollback points.anchorfundamental architectural principles that must survive across sessions.
- What is the force driving this change? New feature, performance, maintainability, testability, or a constraint violation (file too large, circular dependency)?
- What are the trade-offs? Every decomposition has costs (indirection, coordination) and benefits (isolation, testability). Make the trade-off explicit.
- What is the blast radius? How many files, tests, and callers are affected by this structural change?
- Is this reversible? Prefer refactorings that can be done incrementally over big-bang rewrites.
- Does this follow the existing architecture? Extend established patterns before inventing new ones.
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 First seen · 227 lines · 19 tokens per session scan A fa2cc98bf714
architect is an agent published in the GitHub repository cdeust/ai-architect-mcp-codebase (7 stars, last pushed 2d ago), licensed MIT. It adds 19 tokens to every session and 2,668 once invoked, about $0.0001 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.
Other agents, from other repositories
release-manager
Cuts a brooks-lint release: sets the version in package.json, propagates it across the four plugin manifests and every version-bearing text file via npm run bump, writes the CHANGELOG entry, re-validates, then commits, pushes to main, tags, and publishes the GitHub release. Final pipeline stage of the brooks-harness…
consistency-qa
The brooks-lint verification gate. Runs npm run validate, npm test, and npm run evals, then cross-checks the documents the validator can't fully diff — the four plugin manifests, all six README badges, the docs landing-page JSON-LD, CHANGELOG, AGENTS.md, GEMINI.md, and the derived book count — for drift. Reports…
skill-author
Authors and edits brooks-lint skill content — the six shipped skills (skills/{name}/SKILL.md + {name}-guide.md) and the shared framework under skills/shared/. Knows the repo's hard conventions: the Iron Law finding form, the SKILL.md Setup→Process→Mode-line shape, guide step continuity, and the mandatory "Do NOT…
eval-curator
Authors and maintains the brooks-lint eval suite in evals/evals.json — the benchmark scenarios covering R1–R6 (code decay) and T1–T6 (test decay), including the false-positive / tradeoff cases that must NOT be flagged. Ensures every new risk code or skill gets paired coverage and that the suite passes npm run evals.…
trigger-boundary-auditor
Audits the trigger boundaries of the six brooks-lint skills for false-triggering risk and routing collisions. Use before a release, or after editing any SKILL.md description: field. Read-only — reports findings, makes no edits.
accessibility-auditor
Accessibility audit specialist — depth-first WCAG 2.2 AA review of frontend diffs for ARIA misuse, focus mismanagement.