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hotspots

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Aktualisiert13. April 2026 um 14:16

Growth-weighted complexity hotspots per file (Tornhill "Your Code as a Crime Scene", 2015). Composes `ccx` (complexity) with `git log --numstat` (LOC change volume) and ranks files by hotspot score = sum_ccx × max(0, loc_delta). Files are classified into four quadrants — hotspot, stable_complex, churning_simple, calm — based on 75th-percentile cutoffs on both axes. Default time window is 14 days — tuned for agentic code generation where architectural damage from file growth accumulates in days, not months. Read-only. Requires git. Language coverage inherits from ccx.

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JordanGunn

JordanGunn/aux

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

SoftwareentwicklerInformatik- und Mathematikberufe·SOC 15-1252

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7 Dateien

SKILL.md

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name	hotspots
license	Apache-2.0
description	Growth-weighted complexity hotspots per file (Tornhill "Your Code as a Crime Scene", 2015). Composes `ccx` (complexity) with `git log --numstat` (LOC change volume) and ranks files by hotspot score = sum_ccx × max(0, loc_delta). Files are classified into four quadrants — hotspot, stable_complex, churning_simple, calm — based on 75th-percentile cutoffs on both axes. Default time window is 14 days — tuned for agentic code generation where architectural damage from file growth accumulates in days, not months. Read-only. Requires git. Language coverage inherits from ccx.
metadata	{"author":"Jordan Godau","version":"0.1.0","references":["references/01_SUMMARY.md","references/02_INTENT.md","references/03_POLICIES.md","references/04_PROCEDURE.md"],"scripts":["scripts/skill.sh","scripts/skill.ps1"],"keywords":["hotspots","tornhill","churn","change-coupling","code-quality","refactor-candidate","complexity","git-history","crime-scene","agentic-rot","architectural-rot"]}

INSTRUCTIONS

Do not read reference files directly. Run ./scripts/skill.sh init to load all references in a single call.

Run ./scripts/skill.sh init and follow the instructions.

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aux

JordanGunn/aux

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ccx

JordanGunn/aux

Cyclomatic Complexity (McCabe 1976) and Cognitive Complexity (Campbell 2018) per function across a codebase, computed in a single tree-sitter AST traversal per file. Language-agnostic — supports Python, JavaScript, TypeScript, Go, Rust, and Java on day one. Classifies functions into zones: simple, moderate, complex, untestable. Read-only. No regex text-tier fallback — files that fail to parse are reported as errors and skipped.

2026-04-114

delta

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Semantic git diff skill. Surfaces what has changed since a git ref — files modified, line counts, and symbols added/removed (requires tree-sitter). Attacks accumulated session drift: shows exactly what changed and what symbol-level API surface was affected. Read-only.

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deps

JordanGunn/aux

Module dependency graph skill. Builds an import graph from source files, computes per-file coupling metrics (afferent Ca, efferent Ce, instability), and detects import cycles. Read-only. AST extraction via tree-sitter is the default; a text-tier regex fallback runs when AST extraction is unavailable for a specific file.

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find

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Agent-assisted read-only structural search. Executes tree-sitter AST queries over a codebase and returns matched captures without modifying any files.

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prune

JordanGunn/aux

Tiered dead code candidate audit. Enumerates symbols and modules with zero detected external references and emits advisory output for human verification. Never acts autonomously — all candidates require deeper-dive investigation via `aux usages` before any action is taken.

2026-04-114

name	hotspots
license	Apache-2.0
description	Growth-weighted complexity hotspots per file (Tornhill "Your Code as a Crime Scene", 2015). Composes `ccx` (complexity) with `git log --numstat` (LOC change volume) and ranks files by hotspot score = sum_ccx × max(0, loc_delta). Files are classified into four quadrants — hotspot, stable_complex, churning_simple, calm — based on 75th-percentile cutoffs on both axes. Default time window is 14 days — tuned for agentic code generation where architectural damage from file growth accumulates in days, not months. Read-only. Requires git. Language coverage inherits from ccx.
metadata	{"author":"Jordan Godau","version":"0.1.0","references":["references/01_SUMMARY.md","references/02_INTENT.md","references/03_POLICIES.md","references/04_PROCEDURE.md"],"scripts":["scripts/skill.sh","scripts/skill.ps1"],"keywords":["hotspots","tornhill","churn","change-coupling","code-quality","refactor-candidate","complexity","git-history","crime-scene","agentic-rot","architectural-rot"]}

INSTRUCTIONS

Do not read reference files directly. Run ./scripts/skill.sh init to load all references in a single call.

Run ./scripts/skill.sh init and follow the instructions.