architecture-analysis

name

architecture-analysis

description

Run risk and design-characteristics analyses over ARCHITECTURE.md documentation. Produces date-stamped reports in analysis/ covering ten lenses across two groups: HIGH-priority runtime/security — SPOF (single points of failure), Blast Radius (downstream cascade impact), Bottleneck (throughput chokepoints), Cost Hotspots (Pareto cost concentration), STRIDE (per-trust-boundary security threats); Strategic/sustainability — Vendor Lock-in (portability risk and exit cost), Latency Budget (per-hop SLO decomposition), Tech Debt/EOL (currency and deprecated tech), Coupling (fan-in/fan-out and cycles), Data Sensitivity (PII flow and encryption gaps). Each analysis can be requested individually, as a group, or all ten run in parallel. A consolidated Security Posture option (analysis 12) merges the STRIDE and Data Sensitivity reports into a single reviewer-fillable validation checklist of every security control to validate (markdown-only; exportable to a Word worksheet via architecture-docs-export). Output: analysis/<TYPE>-<YYYY-MM-DD>.md (default) OR analysis/<TYPE>-<YYYY-MM-DD>.html (interactive d3.js report; format is selected at runtime — Step 2.4). Requires ARCHITECTURE.md to exist (created by architecture-docs skill). Do NOT invoke for compliance contracts (use architecture-compliance), peer quality review (use architecture-peer-review), or ADR management (use architecture-definition-record).

Architecture Analysis Skill

Purpose

This skill produces risk and design-characteristics analyses over an architecture's documentation — the kind of assessments that come out of an architecture review meeting, pre-incident review, or release-readiness audit.

It bundles ten focused analyses across two groups, each driven by a dedicated spec and a universal sub-agent:

HIGH-priority (runtime / security risk):

#	Analysis	Lens	Output
1	SPOF	Single points of failure → full outage / degradation / operational	analysis/SPOF-<date>.md
2	Blast Radius	Per-component downstream cascade impact	analysis/BLAST-RADIUS-<date>.md
3	Bottleneck	Throughput chokepoints and capacity headroom	analysis/BOTTLENECK-<date>.md
4	Cost Hotspots	Pareto cost concentration and over-provisioning	analysis/COST-HOTSPOTS-<date>.md
5	STRIDE	Security threats per trust boundary	analysis/STRIDE-<date>.md

Strategic / sustainability:

#	Analysis	Lens	Output
6	Vendor Lock-in	Portability risk, exit cost, vendor concentration	analysis/VENDOR-LOCKIN-<date>.md
7	Latency Budget	Per-hop SLO decomposition, over-budget hops	analysis/LATENCY-BUDGET-<date>.md
8	Tech Debt / EOL	Technology currency, deprecated SDKs, ADR debt	analysis/TECH-DEBT-<date>.md
9	Coupling	Fan-in/fan-out, instability, cyclical dependencies	analysis/COUPLING-<date>.md
10	Data Sensitivity	PII data flows, encryption gaps, retention compliance	analysis/DATA-SENSITIVITY-<date>.md

Distinct from:

• architecture-peer-review — evaluates document quality (structure, completeness, coherence). This skill evaluates runtime and operational risk.
• architecture-compliance — generates contract adherence documents (10 compliance types). This skill produces architectural risk reports.
• architecture-traceability — maps PO Spec use cases to architecture sections. This skill has no dependency on a PO Spec.

---

When to Invoke This Skill

• Before a release-readiness review or architecture gate
• During an annual architecture audit
• After a major architectural change (new component, ADR superseded, Redis removed, etc.)
• Pre-incident risk assessment or chaos engineering planning
• User asks: "find my SPOFs", "blast radius analysis", "where are my bottlenecks", "cost analysis of my architecture", "threat model my architecture", "run all analyses"
• Use /skill architecture-analysis

Do NOT invoke for:

• Document quality review → architecture-peer-review
• Compliance contract generation → architecture-compliance
• Requirements traceability → architecture-traceability
• ADR creation or update → architecture-definition-record

---

Files in This Skill

File	Purpose
SKILL.md	This file — dispatcher, menu, orchestration
analyses/SPOF.md	Classification rules and report spec for SPOF analysis
analyses/BLAST_RADIUS.md	Classification rules and report spec for Blast Radius analysis
analyses/BOTTLENECK.md	Classification rules and report spec for Bottleneck analysis
analyses/COST_HOTSPOTS.md	Classification rules and report spec for Cost Hotspots analysis
analyses/STRIDE.md	Classification rules and report spec for STRIDE Threat Model
analyses/VENDOR_LOCKIN.md	Classification rules and report spec for Vendor Lock-in analysis
analyses/LATENCY_BUDGET.md	Classification rules and report spec for Latency Budget analysis
analyses/TECH_DEBT.md	Classification rules and report spec for Tech Debt / EOL analysis
analyses/COUPLING.md	Classification rules and report spec for Coupling / Fan-out analysis
analyses/DATA_SENSITIVITY.md	Classification rules and report spec for Data Sensitivity & Flow analysis
analyses/SECURITY_POSTURE.md	Consolidation spec — merges the STRIDE + Data Sensitivity reports into a reviewer-fillable Security Posture validation checklist (markdown-only)
templates/analysis-report-skeleton.md	Shared section structure for all Markdown analysis reports
templates/analysis-report-html-skeleton.html	Shared HTML shell (d3.js v7 + d3-sankey, corporate styling) for the HTML output mode
templates/viz/<analysis_type>.html	One self-contained d3 viz snippet per analysis type (10 files); inlined into the HTML shell at render time

---

Step 0 — Resolve Plugin Directory

Before any workflow, resolve the absolute path to the plugin installation so spec files can be loaded by the sub-agent.

Step A — Glob (dev/local mode):

Glob for: **/{sa-skills,solutions-architect-skills}/skills/architecture-analysis/SKILL.md

The brace expansion matches both marketplace installs (sa-skills/ in ~/.claude/plugins/cache/...) and local dev clones (historical repo folder solutions-architect-skills/). If found, strip /skills/architecture-analysis/SKILL.md from the result to get plugin_dir.

Step B — Marketplace fallback:

If Glob returns nothing, set:

plugin_dir = ~/.claude/plugins/marketplaces/shadowx4fox-solution-architect-marketplace

Store plugin_dir for use in all agent prompts.

---

Step 1 — Locate Architecture Document

Search for ARCHITECTURE.md at the project root. Determine doc structure:

• Multi-file: ARCHITECTURE.md exists as a navigation index + docs/NN-*.md section files + docs/components/ per-component files
• Monolithic: a single ARCHITECTURE.md file containing all sections

If no ARCHITECTURE.md is found, abort:

❌ No ARCHITECTURE.md found. Use /skill architecture-docs to create one first.

Build doc_files — an ordered list of absolute file paths to pass to each agent:

1. ARCHITECTURE.md (always)
2. docs/NN-*.md section files in numeric order (if docs/ exists)
3. docs/components/README.md and docs/components/**/*.md in numeric order
4. All adr/ADR-*.md files in alphabetic order
5. compliance-docs/COMPLIANCE_MANIFEST.md (if present — used for SPOF and STRIDE cross-reference)

---

Step 2 — Select Analyses (BLOCKING — user must choose)

Present the analysis menu. Do not default or assume. If the user says "analyze my architecture" without specifying which, present this menu:

═══════════════════════════════════════════════════════════
Architecture Analysis — choose analyses to run:
═══════════════════════════════════════════════════════════

  HIGH-priority (runtime / security risk):
   1. SPOF             (Single Points of Failure)        1 agent
      Critical, Degradation, and Operational failure modes with Heat Map

   2. Blast Radius     (Downstream cascade impact)       1 agent
      Per-component fan-out, cascade severity, bulkhead assessment

   3. Bottleneck       (Throughput chokepoints)          1 agent
      Serial chokepoints, connection saturation, capacity headroom

   4. Cost Hotspots    (Cost concentration)              1 agent
      Pareto cost ranking, over-provisioning candidates, vendor lock-in cost

   5. STRIDE           (Security threats per boundary)   1 agent
      Per-trust-boundary STRIDE matrix, high-priority threats

  Strategic / sustainability:
   6. Vendor Lock-in   (Portability risk, exit cost)     1 agent
      L1/L2/L3 lock tiers, vendor concentration, exit cost ranking

   7. Latency Budget   (Per-hop SLO decomposition)       1 agent
      Per-flow budget breakdown, over-budget hops, tail-latency variance

   8. Tech Debt / EOL  (Currency, deprecated tech)       1 agent
      EOL hotlist, deprecated SDKs, unimplemented ADR replacements

   9. Coupling         (Fan-in/fan-out, cycles)          1 agent
      Critical hubs, volatile leaves, god objects, cyclical dependencies

  10. Data Sensitivity (PII flow, encryption gaps)       1 agent
      Data inventory, encryption/retention gaps, sensitive flow map

  11. All ten (parallel)                                  10 agents

  Consolidated (security):
  12. Security Posture (validation checklist)             1 agent
      Merges STRIDE (5) + Data Sensitivity (10) into one reviewer-fillable
      checklist of every security control to validate. Markdown-only.
      Requires the STRIDE and Data Sensitivity reports — runs them first if absent.

═══════════════════════════════════════════════════════════
Selection (e.g. "1", "1,3,5", "6-10", "12", or "all"):

Parse user selection:

• all or 11 → run analyses 1–10
• 1-5 → run only the HIGH-priority group (analyses 1–5)
• 6-10 → run only the Strategic group (analyses 6–10)
• 12 → run the Security Posture consolidation (see Step 2.6 — it depends on analyses 5 and 10)
• Comma-separated numbers → run only those analyses
• Single number → run one analysis

Security Posture dependency: whenever 12 is in the selection, analyses 5 (STRIDE) and 10 (Data Sensitivity) must have produced reports first. See Step 2.6 for how the orchestrator satisfies this (consume existing reports, or schedule 5 + 10 ahead of 12).

---

Step 2.4 — Select Output Format (BLOCKING — user must choose)

After the analysis selection above, present the output format menu. Do not assume. The choice applies to every analysis dispatched in this run.

═══════════════════════════════════════════════════════════
Output format:
═══════════════════════════════════════════════════════════
   1. Markdown   analysis/<TYPE>-<date>.md
      Plain text, grep-friendly, default. ASCII heat maps / pipe tables.

   2. HTML       analysis/<TYPE>-<date>.html
      Interactive corporate-grade report rendered with d3.js v7
      (heat maps, dependency networks, Pareto charts, Sankey, chord, …).
      Loads d3.js from the jsDelivr CDN (cdn.jsdelivr.net) — internet required
      to view the visualisations. Tables/text render fine offline.

Selection (1 or 2):
═══════════════════════════════════════════════════════════

Parse user selection:

• 1 or markdown or md → output_format = "markdown"
• 2 or html → output_format = "html"

Store output_format for use in Step 3 agent prompts. If anything else is entered, re-prompt — do not default silently.

Security Posture is markdown-only: analysis 12 has no HTML/d3 viz mode (it is a worksheet, not a visualization). If the user selected 12 and chose HTML, run analysis 12 in markdown regardless and tell the user: "Security Posture is a validation checklist — exported as markdown; the HTML format applies to the other selected analyses." Any non-consolidation analyses in the same run still honor the chosen format.

---

Step 2.6 — Security Posture dependency resolution (only when analysis 12 is selected)

Security Posture (security-posture) is a consolidation — it reads the STRIDE and Data Sensitivity reports rather than the architecture docs. Before dispatching it:

1. Locate the source reports — glob analysis/STRIDE-*.md and analysis/DATA-SENSITIVITY-*.md; pick the most recent date for each.
2. Satisfy missing sources:
   • If the user also selected 5 and/or 10 in this run, let those run first (Step 3 dispatches all non-consolidation analyses before the consolidation batch); use their fresh outputs.
   • If a source report is not selected and not found on disk, add that analysis to this run (STRIDE and/or Data Sensitivity, markdown) so it executes ahead of 12, and tell the user: "Security Posture requires the <STRIDE|Data Sensitivity> report — running it first."
   • If a source report is not selected but already exists on disk (any prior date), consume the most recent on-disk file as-is (do not re-run it).
3. Record the resolved source paths for the Step 3 dispatch of analysis 12.

Always dispatch security-posture last — after STRIDE and Data Sensitivity have written their reports in this run (or after confirming the on-disk files exist).

---

Step 2.5 — Per-analysis explorer findings fan-out (v3.16.0+)

Spawn sa-skills:builders:architecture-explorer once per selected analysis in findings mode. Each call passes a hardcoded vocabulary query lifted from the analysis's spec ("Evidence Extraction Priority" table + rule examples). The explorer emits an EXPLORE_FINDINGS block listing the matched files with line-level matches, headings, and 3–5-line excerpts — pre-located evidence the analysis agent reads in step.

Exclude security-posture from this fan-out. It does not read architecture docs — its inputs are the STRIDE + Data Sensitivity reports resolved in Step 2.6. Do not spawn an explorer for analysis 12.

Per-analysis vocabulary (joined as a comma-separated string for the query parameter):

Analysis	Vocabulary
spof	single point of failure, failover, redundancy, HA, multi-region, multi-AZ, active-active, circuit breaker
blast-radius	downstream, dependency, cascade, fan-out, retry, timeout, bulkhead
bottleneck	throughput, capacity, headroom, queue, backpressure, p99, saturation
cost-hotspots	cost, pricing, instance, GB-month, reserved, spot, FinOps, billing
stride	trust boundary, authentication, authorization, mTLS, encryption, audit, RBAC, threat
vendor-lockin	vendor, proprietary, portability, exit, migration, lock-in, managed service
latency-budget	latency, p95, p99, SLO, hop, budget, end-to-end
tech-debt	EOL, end of life, deprecated, legacy, version, sunset, upgrade
coupling	coupling, fan-in, fan-out, instability, cycle, dependency direction
data-sensitivity	PII, encryption at rest, encryption in transit, retention, GDPR, data classification

Per-analysis spawn:

Task(sa-skills:builders:architecture-explorer)
prompt:
  project_root: <dirname(architecture_file)>
  query: <vocabulary[type] joined as ", ">
  caller: orchestrator-analysis

The caller field is a contract anchor (see the explorer's Input Parameters): it does not change the explorer's output, but it gives the haiku a structured signal that a string-scanning orchestrator is reading the result, reducing the chance of prose drift.

Batching: dispatch in parallel batches of 4 per message to keep the explorer fan-out cost-bounded while preserving wall-clock parallelism. After each batch returns, collect the results before sending the next.

Collect each analysis's EXPLORE_FINDINGS block keyed by analysis type:

findings_by_analysis = {
  "spof":             "<EXPLORE_FINDINGS YAML body>",
  "stride":           "<EXPLORE_FINDINGS YAML body>",
  ...
}

Build the FILES list per analysis as union(base_files[type], findings.files[*].file) — base is the always-read floor that guarantees domain coverage even when no findings match; findings adds where evidence actually lives. The base sets:

Analysis	Base FILES (always)
spof	ARCHITECTURE.md, docs/03-architecture-layers.md, docs/components/README.md
blast-radius	ARCHITECTURE.md, docs/04-data-flow-patterns.md, docs/05-integration-points.md, docs/components/README.md
bottleneck	ARCHITECTURE.md, docs/08-scalability-and-performance.md, docs/04-data-flow-patterns.md, docs/components/README.md
cost-hotspots	ARCHITECTURE.md, docs/06-technology-stack.md, docs/09-operational-considerations.md
stride	ARCHITECTURE.md, docs/07-security-architecture.md, docs/05-integration-points.md, docs/components/README.md
vendor-lockin	ARCHITECTURE.md, docs/06-technology-stack.md, docs/03-architecture-layers.md
latency-budget	ARCHITECTURE.md, docs/04-data-flow-patterns.md, docs/08-scalability-and-performance.md
tech-debt	ARCHITECTURE.md, docs/06-technology-stack.md, docs/03-architecture-layers.md
coupling	ARCHITECTURE.md, docs/05-integration-points.md, docs/components/README.md
data-sensitivity	ARCHITECTURE.md, docs/07-security-architecture.md, docs/05-integration-points.md, docs/04-data-flow-patterns.md

Malformed-output detection + retry-once (v3.22.1+): for each explorer reply, check whether the literal token EXPLORE_FINDINGS: appears at the start of any line. If absent (the agent returned synthesis prose), spawn one retry of the same explorer call with the same query, prepending this corrective line to the prompt:

Your previous reply did not contain a literal `EXPLORE_FINDINGS:` line followed by a fenced YAML block. Re-run findings mode and obey the Output contract section: first character of your reply must be `E`; exactly one ```yaml ... ``` fence; no prose outside the fence except the optional "no matches" note.

The retry is a fresh Task() invocation, capped at 1 per analysis (no exponential backoff). If the retry still lacks EXPLORE_FINDINGS:, treat that analysis's call as FAILED for the degraded-mode rule below.

Degraded mode (fail-open): if any explorer call returns status: FAILED, has empty files[], or fails the malformed-output check above (including after the single retry), fall back to that analysis's base FILES table only (plus the universal doc_files from Step 1 if the failure is universal). The analysis still runs.

---

Step 3 — Spawn Analysis Agents (Parallel)

For each selected analysis, determine:

• analysis_type — one of: spof, blast-radius, bottleneck, cost-hotspots, stride, vendor-lockin, latency-budget, tech-debt, coupling, data-sensitivity
• spec_path — {plugin_dir}/skills/architecture-analysis/analyses/<SPEC_FILE>.md
• skeleton_path — {plugin_dir}/skills/architecture-analysis/templates/analysis-report-skeleton.md (always passed; agent ignores when format is HTML)
• output_path — analysis/<TYPE>-<YYYY-MM-DD>.<ext> where <ext> is md when output_format == "markdown" and html when output_format == "html" (and <TYPE> is uppercase with hyphens matching the file convention below)
• HTML mode only (when output_format == "html"):
  • html_skeleton_path — {plugin_dir}/skills/architecture-analysis/templates/analysis-report-html-skeleton.html
  • viz_template_path — {plugin_dir}/skills/architecture-analysis/templates/viz/<analysis_type>.html

Analysis	analysis_type	Spec file	Output filename
SPOF	spof	SPOF.md	SPOF-<date>.md
Blast Radius	blast-radius	BLAST_RADIUS.md	BLAST-RADIUS-<date>.md
Bottleneck	bottleneck	BOTTLENECK.md	BOTTLENECK-<date>.md
Cost Hotspots	cost-hotspots	COST_HOTSPOTS.md	COST-HOTSPOTS-<date>.md
STRIDE	stride	STRIDE.md	STRIDE-<date>.md
Vendor Lock-in	vendor-lockin	VENDOR_LOCKIN.md	VENDOR-LOCKIN-<date>.md
Latency Budget	latency-budget	LATENCY_BUDGET.md	LATENCY-BUDGET-<date>.md
Tech Debt / EOL	tech-debt	TECH_DEBT.md	TECH-DEBT-<date>.md
Coupling	coupling	COUPLING.md	COUPLING-<date>.md
Data Sensitivity	data-sensitivity	DATA_SENSITIVITY.md	DATA-SENSITIVITY-<date>.md
Security Posture	security-posture	SECURITY_POSTURE.md	SECURITY-POSTURE-<date>.md (markdown-only)

Security Posture dispatch (consolidation — analysis 12): dispatch it last, in its own final batch, after STRIDE and Data Sensitivity have written their reports this run (or after confirming on-disk reports per Step 2.6). It is always markdown (output_format=markdown, .md extension) and is never given html_skeleton_path / viz_template_path. Its FILES list is not built from an explorer call; instead set it explicitly to:

FILES:
<absolute path to the resolved analysis/STRIDE-<date>.md>
<absolute path to the resolved analysis/DATA-SENSITIVITY-<date>.md>
<absolute path to ARCHITECTURE.md>
<absolute path to docs/components/README.md (if present)>

(Paths resolved in Step 2.6. If one primary report is absent, omit its line — the spec's missing-source rule renders the gap. ARCHITECTURE.md is included only so the agent can read the solution name / version for the report header.)

Ensure analysis/ directory exists (cross-platform Bun helper — replaces mkdir -p analysis):

bun [plugin_dir]/scripts/ensure-dir.ts analysis

Issue Task() calls in batches of 2 per message (strict parallel barrier).

Batching rule: dispatch exactly 2 Task() calls per message. After sending a batch, wait for BOTH agents to write their output files before sending the next batch. Do not start batch N+1 until every Task() in batch N has returned. If any analysis agent in a batch fails, record the failure and continue with the next batch (do not retry inline; failures are collected and reported at the end). This caps peak parallelism at 2 and gives the orchestrator a chance to observe early failures before dispatching the remaining batches. For all 10 analyses this is 5 batches; when the user picks a subset, round up (e.g., 3 = 2 batches of 2+1).

Each call (markdown mode):

subagent_type: sa-skills:reviewers:architecture-analysis-agent

Prompt:
analysis_type: <type>
output_format: markdown
spec_path: <absolute path to spec .md file>
skeleton_path: <absolute path to analysis-report-skeleton.md>
output_path: <absolute path to output .md file>
today: <YYYY-MM-DD>

FILES:
<absolute path 1 — ARCHITECTURE.md>
<absolute path 2 — docs/01-system-overview.md>
...
<absolute path N — last file>

Each call (HTML mode — adds three lines):

subagent_type: sa-skills:reviewers:architecture-analysis-agent

Prompt:
analysis_type: <type>
output_format: html
spec_path: <absolute path to spec .md file>
skeleton_path: <absolute path to analysis-report-skeleton.md>
html_skeleton_path: <absolute path to analysis-report-html-skeleton.html>
viz_template_path: <absolute path to templates/viz/<analysis_type>.html>
output_path: <absolute path to output .html file>
today: <YYYY-MM-DD>

FILES:
<absolute path 1 — ARCHITECTURE.md>
...

File selection (v3.16.0+): the FILES list is union(base_files[type], findings_by_analysis[type].files[*].file) — the per-analysis base set from Step 2.5 (always-read floor) unioned with the files surfaced by that analysis's findings call. Typical list size: 5–10 paths per analysis instead of the full corpus. Order: base files first (in the order listed), then any additional findings files.

If Step 2.5 reported status: FAILED or empty files[] for a given analysis, that analysis's FILES list collapses to its base set only. If the explorer was unreachable for the entire run, fall back to the universal doc_files from Step 1 for every analysis. The agent runs identically; just without the trim.

Set each description to "<Analysis Name> analysis" (e.g., "SPOF analysis").

[BARRIER — wait for the current batch to complete before dispatching the next batch, and wait for the final batch before proceeding to Step 4]

---

Step 4 — Collect Results and Report

After all agents return, collect each agent's one-line summary.

Check for failures: if any agent failed to produce an output file, report:

⚠️ <Analysis Name> agent failed — <error summary>
   You can re-run this analysis by selecting option <N> again.

Print completion summary — file extension is .md when output_format == "markdown" and .html when output_format == "html" (same one-line summary content either way):

═══════════════════════════════════════════════════════════
✅ Architecture Analysis Complete  (format: <markdown|html>)
═══════════════════════════════════════════════════════════

  HIGH-priority analyses:
  analysis/SPOF-2026-04-16.<ext>              6 critical · 5 degradation · 3 operational
  analysis/BLAST-RADIUS-2026-04-16.<ext>      3 high-blast · 4 isolated components
  analysis/BOTTLENECK-2026-04-16.<ext>        4 chokepoints · top: API Gateway (fan-in ×8)
  analysis/COST-HOTSPOTS-2026-04-16.<ext>     top hotspot: Confluent Kafka ($2,100/mo)
  analysis/STRIDE-2026-04-16.<ext>            8 high · 5 medium · 3 low priority threats

  Strategic / sustainability analyses:
  analysis/VENDOR-LOCKIN-2026-04-16.<ext>     5 L1-locked · 3 L2-lock-prone · Azure 68% concentration
  analysis/LATENCY-BUDGET-2026-04-16.<ext>    2 flows over budget · top offender: Auth0 (+140ms)
  analysis/TECH-DEBT-2026-04-16.<ext>         1 EOL-now · 2 EOL-≤6mo · 3 deprecated SDKs
  analysis/COUPLING-2026-04-16.<ext>          2 critical hubs · 1 god object · 0 cycles
  analysis/DATA-SENSITIVITY-2026-04-16.<ext>  3 G1 encryption gaps · 1 G3 retention breach

  Consolidated (when analysis 12 was selected):
  analysis/SECURITY-POSTURE-2026-04-16.md     42 checks · 31 documented · 11 gaps (4 high)

═══════════════════════════════════════════════════════════
Next steps:
  • Review reports in analysis/ — each finding includes source citations
  • Address Documentation Gaps entries to improve future analysis accuracy
  • Export the Security Posture checklist to Word: /skill architecture-docs-export
    (select Security Posture mode — produces a reviewer-fillable .docx)
  • Export any other analysis to Word: /skill architecture-docs-export  (select Compliance
    Contract mode on the analysis .md file — Word export is Markdown-only)
═══════════════════════════════════════════════════════════

When output_format == "html", append the following block before the context-reclaim hint:

💡 Open any report in your browser to explore the d3 visualisations:
     open analysis/SPOF-<date>.html        (macOS)
     xdg-open analysis/SPOF-<date>.html    (Linux)
     start analysis/SPOF-<date>.html       (Windows)

   The HTML reports load d3.js from the jsDelivr CDN — internet is required
   to render the charts. Tables, summaries, recommendations, and citations
   render fine offline; only the interactive viz needs the CDN.

After printing the completion summary above, always append the following user-visible context-reclaim hint (verbatim, as the final lines of the skill's output):

💡 Tip: all analysis reports are written to `analysis/`. To reclaim context from the analysis-agent responses before your next task, run:
    /compact

---

Documentation Fidelity Rule

Every finding in every analysis report MUST cite the source file and section it was derived from (e.g., (source: docs/08-scalability-and-performance.md — Section "HPA Configuration")). Agents must NOT invent components, costs, trust boundaries, or risks not present in the architecture documentation. Where required data is absent, the finding is marked [NOT DOCUMENTED — add to <source-file>] and listed in a Documentation Gaps section at the report footer.

---

Output Location

All analysis reports are written to analysis/ at the project root. Files are date-stamped — re-running the same analysis on the same day with the same format overwrites the existing file; re-running on a new date creates a new file, preserving history. Re-running the same date with a different format produces a sibling file with the other extension (.md and .html can coexist).

analysis/
├── SPOF-2026-04-16.md            (or .html — chosen at Step 2.4)
├── BLAST-RADIUS-2026-04-16.md
├── BOTTLENECK-2026-04-16.md
├── COST-HOTSPOTS-2026-04-16.md
├── STRIDE-2026-04-16.md
├── VENDOR-LOCKIN-2026-04-16.md
├── LATENCY-BUDGET-2026-04-16.md
├── TECH-DEBT-2026-04-16.md
├── COUPLING-2026-04-16.md
├── DATA-SENSITIVITY-2026-04-16.md
└── SECURITY-POSTURE-2026-04-16.md   (consolidation of STRIDE + Data Sensitivity — markdown-only)

HTML format notes

• HTML reports are self-contained single files — no sibling assets, no build step. Just open in a browser.
• d3.js v7 and d3-sankey are loaded from the jsDelivr CDN (https://cdn.jsdelivr.net/npm/...). No internet → tables and prose still render, but the viz <div> falls back to "Visualization unavailable without d3.js." A user-visible banner makes the fallback explicit.
• HTML mode is intended for socialisation with non-engineering stakeholders (architects, security, finance). Markdown mode remains the default for in-repo review, grep, and Word export via architecture-docs-export.
• The HTML and Markdown reports contain the same findings — no information is invented for the viz that isn't also in the findings tables.
• Spec sections defined as ASCII heat maps, ASCII bar charts, ASCII histograms, or Mermaid diagrams are OMITTED in HTML mode — the per-analysis d3 viz is the canonical HTML rendering of that content (see the agent's Phase 5b.0 omission table). Markdown mode renders the spec's ASCII / Mermaid blocks unchanged. Cascade scenarios (blast-radius) and cycle subgraphs (coupling) and per-flow sequence diagrams (data-sensitivity) are surfaced in HTML mode as HTML tables, not as hand-coded SVG.

---

Prerequisites

• ARCHITECTURE.md created by /skill architecture-docs
• docs/ directory with section files (multi-file architecture recommended for richer analysis)
• docs/components/ with per-component files (required for Blast Radius and Bottleneck analysis)
• compliance-docs/ (optional — used by SPOF and STRIDE for cross-reference enrichment)
• ADR files in adr/ (optional — used to surface risk decisions)

---

Permissions Required

Add to your project's .claude/settings.json:

"Write(analysis/*)",
"Read(analysis/*)",
"Bash(mkdir *)",
"Agent(sa-skills:reviewers:architecture-analysis-agent)",
"WebSearch"

WebSearch is required for the Tech Debt / EOL analysis. The agent uses it to validate documented EOL dates against vendor product-lifecycle pages (endoflife.date, learn.microsoft.com/lifecycle, nodejs.org, etc.) — see analyses/TECH_DEBT.md § "EOL Validation Protocol". Other analyses (SPOF, Blast Radius, Bottleneck, Cost, STRIDE, Vendor Lock-in, Latency Budget, Coupling, Data Sensitivity) do not call WebSearch. If WebSearch is omitted, the Tech Debt analysis still completes but produces a WebSearch unavailable notice and may report stale EOL data.