mcaf-architecture-overview

A skill for creating or updating `docs/Architecture.md`, a short map of a software system’s modules, boundaries, interfaces, and ownership.

In plain words
What is it for?
Use it when bootstrapping a repository, onboarding developers, or documenting changed modules and contracts. It produces a navigational architecture document and supporting project artifacts.
Why use it?
It gives developers a shared starting point when a repository lacks an overall map or when its structure has changed.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/managedcode/dotpilot/mcaf-architecture-overview
Any agent
npx skills add managedcode/dotPilot --skill mcaf-architecture-overview
Clone the repo
git clone --depth 1 https://github.com/managedcode/dotPilot

Made for: Claude Code, Codex.

Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 856 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00061 $0.00856
Opus 5 $0.00030 $0.00428
Sonnet 5 $0.00012 $0.00171
Haiku 4.5 $0.00006 $0.00086

Measured 2d ago against content hash 3c6aaf3f7544, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

mcaf-architecture-overview 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 2d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.codex/skills/mcaf-architecture-overview/SKILL.md · 101 lines

How it starts

The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MCAF: Architecture Overview

Trigger On

  • create the first repo-wide architecture map
  • modules, boundaries, interfaces, or ownership changed
  • onboarding is slow because there is no short "start here" system map

Value

  • produce a concrete project delta: code, docs, config, tests, CI, or review artifact
  • reduce ambiguity through explicit planning, verification, and final validation skills
  • leave reusable project context so future tasks are faster and safer

Do Not Use For

  • recording a single architecture decision with alternatives
  • writing feature-level behaviour details

Inputs

  • current solution layout and entry points
  • existing ADRs, feature docs, and boundary docs
  • the nearest AGENTS.md files

Quick Start

  1. Read the nearest AGENTS.md and confirm scope and constraints.
  2. Run this skill's Workflow through the Ralph Loop until outcomes are acceptable.
  3. Return the Required Result Format with concrete artifacts and verification evidence.

Workflow

  1. Start from the current docs/Architecture.md; if it is missing, scaffold it from references/overview-template.md.
  2. Build a short navigational overview:
    • system or module map
    • key boundaries and contracts
    • scoping hints
    • links to ADRs, feature docs, and high-signal code paths
  3. Use only real names from the repo. No placeholders like "Module A".
  4. Prefer Mermaid diagrams plus a tiny link index over long prose.
  5. Split diagrams by boundary if the map becomes noisy.

Deliver

  • docs/Architecture.md
  • a short architecture map that routes the reader to deeper docs

Validate

  • diagram nodes use real repo names
  • every important box or boundary links to deeper material
  • the file stays navigational instead of becoming an inventory dump
  • the overview lets a new agent scope work without reading the whole repo

Ralph Loop

Use the Ralph Loop for every task, including docs, architecture, testing, and tooling work.

  1. Brainstorm first (mandatory):
    • analyze current state
    • define the problem, target outcome, constraints, and risks
    • generate options and think through trade-offs before committing
    • capture the recommended direction and open questions
  2. Plan second (mandatory):
    • write a detailed execution plan from the chosen direction
    • list final validation skills to run at the end, with order and reason
  3. Execute one planned step and produce a concrete delta.
  4. Review the result and capture findings with actionable next fixes.
  5. Apply fixes in small batches and rerun the relevant checks or review steps.
  6. Update the plan after each iteration.
  7. Repeat until outcomes are acceptable or only explicit exceptions remain.
  8. If a dependency is missing, bootstrap it or return status: not_applicable with explicit reason and fallback path.

Read the full file on GitHub · 101 lines

Files

What ships with it

1 file 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.

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. 2d ago First seen · 101 lines · 61 tokens per session scan A 3c6aaf3f7544

Subscribe to this mod's changes

mcaf-architecture-overview is a skill published in the GitHub repository managedcode/dotPilot (23 stars, last pushed 4mo ago), licensed MIT. It adds 61 tokens to every session and 856 once invoked, about $0.0003 per session on Opus 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 2026-08-30.