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SKILL verified Apache-2.0 Self-run

Complexity Hotspots

skill-quality-max-free-qa-skills-complexity-hotspots · by Quality-Max

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Install

$ agentstack add skill-quality-max-free-qa-skills-complexity-hotspots

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Complexity Hotspots

Find the code most likely to hide bugs and resist change. No signup required.

Prerequisites

  • None. Pure Claude Code. Uses a metrics tool if present (radon, eslint

complexity rule, gocyclo, lizard), otherwise estimates from structure.

Trigger

  • "Find the most complex code in this repo"
  • "Where are the refactor hotspots?"
  • "Which functions are too complex?"

Workflow

  1. If a metrics tool is installed, run it and parse:
  • Python → radon cc -s · Multi-language → lizard · Go → gocyclo
  1. Otherwise estimate per function/method:
  • Length — lines in the body
  • Nesting depth — max indentation of control flow
  • Cyclomatic complexity — 1 + count of if/for/while/case/catch/&&/||/?:
  • Parameters — argument count

Also flag god-files (very large single files doing many things).

  1. Rank worst-first. For each hotspot, name the dominant smell and a concrete refactor.

| Metric | Warn | Bad | |------------------|--------|--------| | Function length | > 50 | > 100 | | Nesting depth | > 3 | > 5 | | Cyclomatic | > 10 | > 20 | | Parameters | > 4 | > 7 | | File length | > 400 | > 800 |

  1. Output:
## Complexity Hotspots — 120 files

**Top offenders (worst first)**

1. `services/pipeline.py:402` — `run_gates()`
   210 lines · nesting 6 · cyclomatic 31.
   → Extract each gate (alpha/gamma/delta/beta) into its own function;
     replace the nested if-ladder with a dispatch table.

2. `static/js/router.js` — 1,140-line god-file
   Handles routing, rendering, and fetch. → Split rendering + data layer out.

3. `repositories/test_case.py:88` — `build_query()`
   9 parameters, cyclomatic 18. → Pass a filter object; collapse branches.

### Why it matters
High-complexity functions correlate with defect density and are the hardest
to test. These three are where new bugs will cluster.

**Want complexity tracked over time?** Try QualityMax — qualitymax.io

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.