architecture

name	architecture
description	Map the whole system into a `docs_context` documentation layer from a full codebase scan — creates or reconciles the business and system docs. Supports single-service repos and multi-service monorepos with orchestrator node.
metadata	{"phase":"orient","input":"no arguments — scans the current codebase","output":"three artifacts for the current repo — CONTEXT.md (business), system.md (technical), and service-manifest.md (portable, multi-repo-aggregation unit)","dependencies":"codebase-memory-mcp, graphify"}

Map Architecture

Scan the current repo as a whole — not a git diff — and produce a docs_context layer that agents load at session init. Unlike document, which documents one feature from its diff, this skill maps the system broadly and is meant to be re-run periodically so the layer never drifts from reality.

One repo per run, multi-repo-ready output. A run scans only the current repo, but produces a portable service manifest alongside the docs so a multi-repo orchestrator can aggregate this repo's knowledge with others' — without ever re-scanning code. Three artifacts:

File	Answers	Read by
docs_context (default: .docs/CONTEXT.md)	What does it do? Business flows, user journeys, domain concepts, owned capabilities.	anyone designing a feature or writing stories — PM-readable
system.md (e.g. .docs/system.md)	How is it built and what does it expose? Layers, data flow, domain models, invariants, file index, API surface, outbound dependencies, event contracts.	developers, engineers, and AI agents touching code or integrating with it
service-manifest.md (.docs/service-manifest.md)	Who is this service and what contracts does it publish/consume? Portable registry entry for cross-repo orchestration.	a multi-repo orchestrator skill/agent aggregating many repos

docs_context is the config key and its target file is the business file — a short link at the top of it points to system.md. There is no directory to create.

The exact markdown for each of these lives in its own template file under templates/ — see Step 3.

This skill produces the knowledge layer, not a plan. It documents what exists and what contracts a service honors. Deciding what to build next in this repo, or in a repo that depends on one of these contracts, is feature (plan) and implement (build) — they read CONTEXT.md, system.md, and any dependency's service-manifest.md as their starting context.

When to trigger

Use this skill when the user:

• asks to map, document, or refresh the overall system architecture
• wants the docs_context layer created or reconciled with the current codebase
• asks for a broad structural overview spanning the whole codebase, not a single feature's diff

Tool Availability

This skill reads graph-based code analysis tools when available. It does not build the indexes itself — Step 2a first invokes the codebase-indexing skill (the single writer) to ensure they're fresh.

Tool	Used For	Fallback
codebase-memory-mcp	Layers, file index, data flow tracing	Manual grep + file reading
graphify	Domain models (god nodes), business workflows, semantic relationships	Manual code reading + docs analysis

If neither tool is available: codebase-indexing reports so; proceed with manual analysis (see Step 2 fallback instructions).

---

Step 1 — Detect framework, source root, context type, and layer state

Framework (check project root):

• Spring Boot (Java): pom.xml/build.gradle contains spring-boot-starter → source root = deepest common package (e.g. src/main/java/com/example/service/)
• Rails (Ruby): Gemfile contains rails → source root = app/
• Nuxt 3 (JS/TS): nuxt.config.ts/.js → source root = server/ (BFF) or pages/ (frontend)
• Unknown: degrade gracefully — still produce both files; omit system.md's interface sections (API Surface, External Dependencies, Events) if no HTTP/messaging/outbound surface is found.

Scope: one repo per run, multi-repo-ready output. This skill always scans the current repo as a single service. It never scans sibling repos. Every run produces three artifacts: CONTEXT.md (business), system.md (technical), and a service manifest — the portable, agent-ready unit a multi-repo orchestrator later aggregates (Step 3.4). The orchestrator node (platform context-orchestrator.md) is assembled from many repos' manifests by an orchestrator skill/agent — not produced here.

Service count within this repo (almost always one):

• Single service (default): one build file / one deployable → one service name, one set of the three artifacts. Use context.md.
• Repo genuinely containing multiple deployables (rare — a true in-repo monorepo with services/*/ each having its own build file): emit the three artifacts per service directory, each manifest self-identifying with the same repo.remote but a distinct service. Still no cross-repo scanning.

context-orchestrator.md is documented for the aggregating orchestrator; a normal per-repo run does not write it.

Layer state — check for docs_context (default: .docs/CONTEXT.md) and its sibling system.md:

• Absent → fresh generation. Produce both files from the fact set (Step 2).
• Present → reconcile. Read each existing file fully. This is a reconcile, not a rewrite: keep sections that still match reality, update drifted ones, add sections for new structure, and preserve hand-written prose by folding it into the nearest matching section. Treat each template's line-cap and required sections as authoritative.
• Legacy directory layer (.context/business.md + .context/system.md, or the older .context/business.md + interface.md + implementation.md): migrate — write the merged content to the current docs_context file and its sibling system.md, then delete the old .context/ directory. Report the migration explicitly.
• Legacy monolithic file (an existing .docs/CONTEXT.md or .docs/ARCHITECTURE.md with everything in one file, no companion system.md): migrate — split its content into the business sections (→ docs_context) and technical/interface sections (→ new system.md), per each template. Report the migration explicitly.

Determine the service name (kebab-case) from the build file / directory name — used in every file's frontmatter.

---

Step 2 — Extract Architecture Lessons & Build Service Registry (Tool-Assisted)

Step 2a — Ensure indexes are fresh, then read lessons

First, invoke the codebase-indexing skill to build/refresh both the codebase-memory-mcp structural index and the graphify semantic graph (.docs/indexing/graphify/LESSONS.md). This skill is a reader — it does not build indexes itself; codebase-indexing is the single writer and is cheap on a warm repo. This is the one place architecture blocks on a full build, because a broad scan needs fresh indexes.

Then read the artifacts (for both single-service and multi-service contexts):

1. If .docs/indexing/graphify/LESSONS.md was produced by graphify, parse it to extract:

   • God nodes → central entities (identify service boundaries)
   • Community clusters → semantically related components (identify owned domains)
   • Architecture patterns → recurring design patterns (extract topology rules)
   • Prior decisions → implicit or explicit ADRs (list in Architecture Decisions section)

2. If graphify was unavailable (no .docs/indexing/graphify/LESSONS.md): proceed with manual extraction from README and code comments.

Reuse these facts for both CONTEXT.md and system.md.

---

Step 2b — Mine the codebase once (Tool-Assisted)

Do this once and reuse the fact set for CONTEXT.md and system.md. There is no separate fact-gathering pass for the manifest — it's projected from these same facts in Step 3.3, so nothing is mined twice. For each signal, try the primary tool first; fall back if unavailable.

Signal	Primary Tool	Query	Fallback
Layers + File Index	codebase-memory-mcp get_architecture()	Returns layer structure directly	ls top-level dirs under source root
Tech stack + entry points	Manual inspection	build.gradle/pom.xml/package.json, run scripts	grep for common patterns
Domain models	graphify god nodes	Query for entity/model nodes + relationships	grep entity/**, app/models/** + inspect source
Data flow	codebase-memory-mcp trace_path(mode=data_flow)	Trace 2–3 representative chains	Manual call-chain following via analyze-code
Endpoints	codebase-memory-mcp search_graph()	Find all @GetMapping/@PostMapping/routes	grep @GetMapping/routes.rb/server/api/**
Outbound deps	codebase-memory-mcp search_graph()	Find *Client/*Service classes + HTTP calls	grep *Client, *Service, WebClient
Events	codebase-memory-mcp search_code()	Search for @RabbitListener/@KafkaListener	grep listeners + application.yml/application.properties
Business workflows	graphify community detection	Clusters of related entities/endpoints	Read integration tests + README.md + docs
Purpose + concepts	graphify semantic relationships	Query entity glossary + domain clusters	Read README.md, docs/, comments

If both codebase-memory-mcp and graphify unavailable: Use locate-code / analyze-code skills for traversal, or fall back to manual grep + file reading per the "Fallback" column above.

---

Step 3 — Choose Template & Render (or reconcile) each file

Render three artifacts per service (almost always just one service — the current repo): CONTEXT.md, system.md, and service-manifest.md. The manifest is what makes the output multi-repo-ready.

Step 3.1 — Render Service CONTEXT.md

1. Open templates/context.md
2. Fill Service Purpose (what this service does, what domain it owns)
3. Fill Owned Domain (what data/responsibility does it own)
4. Fill User Journeys from Step 2c facts (endpoint groups + listener classes + tests)
5. Fill Domain Concepts (business entities from graphify god nodes)
6. Fill Owned Capabilities from Step 2c

File: .docs/CONTEXT.md · ≤150 lines · type: business-context.

Step 3.2 — Render system.md

1. Open templates/system.md
2. Fill all required sections from Step 2c facts (layers, data flow, API surface, etc.)
3. Omit skippable sections (API Surface, External Dependencies, Events) if none found

File: .docs/system.md · ≤300 lines · type: system-context.

Step 3.3 — Project the Service Manifest (do not re-author)

The manifest is never independently authored — it's a mechanical extract of the system.md you just wrote in Step 3.2, plus git identity. This is what keeps three files in sync instead of three sources of truth: system.md is authored/reconciled, the manifest is derived from it.

Manifest field	Source
repo.remote / repo.branch	git remote get-url origin + current default branch (the one fact not already in system.md)
publishes.api	system.md's API Surface section, one entry per row
publishes.events	system.md's Events → Outbound (produced) table
consumes (events)	system.md's Events → Inbound (consumed) table
consumes (calls)	system.md's External Dependencies section — reference the target by service name, resolved from the system name / base-URL env var; mark unknown if it can't be inferred
owned_domain	system.md's Key Domain Models (condensed to one line)
constraints	system.md's Key Invariants + any auth/SLA/compliance facts already surfaced there
docs.*	fixed paths — CONTEXT.md, system.md, .docs/indexing/graphify/LESSONS.md

Steps:

1. Open templates/service-manifest.md
2. Copy the fields above straight out of the system.md just rendered — do not re-query tools or re-derive facts already captured there
3. Exception — preserve hand-added consumes entries. A dependency reached through a shared library or config (no direct HTTP client to grep) won't show up in system.md. If a prior manifest has such an entry, carry it forward; this is the one place manual authorship survives re-projection

File: .docs/service-manifest.md · ≤150 lines · type: service-manifest. This is the only artifact designed to be read out of repo context — keep it self-contained; pointers only, never inlined schemas.

Maintenance: CONTEXT.md and system.md are the two authored/reconciled docs — they're what drift over time and what Step 1's reconcile logic applies to. The manifest has no independent drift: re-projecting it after any system.md change (same codebase-indexing detect_changes signal that triggers a reconcile) keeps it correct by construction. If system.md hasn't changed, skip re-projecting the manifest too.

Step 3.4 — Orchestrator node (NOT produced by a per-repo run)

The platform context-orchestrator.md (Service Registry + topology across services) is assembled by a separate orchestrator skill/agent that globs **/.docs/service-manifest.md across many repo checkouts and joins their frontmatter — see templates/context-orchestrator.md and the manifest template's "How the orchestrator uses it". A single-repo architecture run does not write it; it only contributes this repo's manifest.

Rules that apply across all files:

• Every file starts with frontmatter (line 1 = ---) carrying type / service / version / updated / tags; set updated: to today. On reconcile, bump updated: only for files whose content actually changed.
• system.md has three independently-skippable interface sections (API Surface, External Dependencies, Events) — omit a section the service genuinely has none of; the rest of the file is always produced. See the template's authoring notes for the per-section rules.
• Templates use [docs_context] as a placeholder to resolve to the actual configured path when writing the file.

---

Step 4 — Self-verify (definition of done)

Inline checks — no external linter required:

All files:

• Line caps: wc -l per file ≤ its template's limit:
  • Orchestrator CONTEXT.md: ≤150 lines
  • Single-service CONTEXT.md: ≤150 lines
  • system.md: ≤300 lines
  • service-manifest.md: ≤150 lines
• Required headings: grep each ##/### heading the corresponding template requires.
• Frontmatter: line 1 is ---; type/service/version/updated/tags all present; updated = today.
• No leftovers: grep -n 'TODO\|FIXME\|<!-- fill in' returns nothing.
• No legacy leftovers: no .context/ directory remains; no monolithic file without a system.md sibling.

system.md only:

• File Index paths: every src/... glob resolves on disk (ls/glob).

service-manifest.md:

• Frontmatter parses as valid YAML; type: service-manifest; service matches CONTEXT.md / system.md.
• repo.remote and repo.branch are filled (not placeholders).
• Every publishes entry traces to a row in this run's system.md (API Surface / Events) — no field invented independently of system.md.
• consumes entries are summaries + pointers — no inlined schemas or source; every consumes[].service names a target (or is explicitly unknown).
• Hand-added consumes entries from a prior manifest (Step 3.3's exception) survived the re-projection.
• docs: pointers resolve on disk (skip lessons if graphify was unavailable).

LESSONS.md (if generated):

• File exists at .docs/indexing/graphify/LESSONS.md
• Contains god nodes, communities, patterns, decisions sections

Context dictionary consistency (flag only, don't edit):

• If docs_dictionary_file exists, check its ## Core Context rows still point at the artifacts this run actually wrote (docs_context, system_context, service_manifest). That section is owned by central-workspace — never edit it here. If a row is missing, stale, or points at a path this run didn't produce, report it under Context dictionary may be stale: and recommend re-running central-workspace.

Fix and re-check until all pass. Only then report done.

---

Step 5 — Check README accuracy (flag only)

Compare README.md's claims against what the scan found:

• capabilities/integrations it mentions that no longer exist
• significant capabilities the scan found that it omits

List mismatches under a README.md may be stale: heading as suggestions. Never edit README.md — it's human-voiced prose.

---

Report

State fresh-generation vs reconcile. List each file as created / reconciled (what changed) / unchanged / skipped (why). Confirm Step 4 self-verification passed. Append the README.md may be stale: list if Step 5 found anything.

Files to report on (per service — normally one, the current repo):

• .docs/CONTEXT.md — created/reconciled/unchanged
• .docs/system.md — created/reconciled/unchanged
• .docs/service-manifest.md — projected/reprojected/unchanged (skipped if system.md didn't change) ← the multi-repo aggregation unit
• .docs/indexing/graphify/LESSONS.md — created/skipped (why) — written by codebase-indexing

Also report:

• Service(s) documented in this repo, and confirmation the manifest is orchestrator-ready (repo.remote set, publishes/consumes traced to system.md, any hand-added consumes preserved)
• Tools used: codebase-indexing result, codebase-memory-mcp, graphify, manual fallbacks
• Any migrations performed (legacy context → new structure)

Note: this skill produces the knowledge layer for this repo, not a build plan — see the intro. The platform orchestrator node (context-orchestrator.md) is not produced here either — it is assembled from this and other repos' manifests by a separate orchestrator run.