Agent skill · research science · sickn33
audit-context-building
Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.
Why this skill is useful
Provides a structured methodology for deep architectural context analysis that the AI wouldn't reliably generate on its own.
What it needs
About 6k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
Deep Context Builder Skill (Ultra-Granular Pure Context Mode) 1. Purpose This skill governs how Claude thinks during the context-building phase of an audit. When active, Claude will: Perform line-by-line / block-by-block code analysis by default. Apply First Principles, 5 Whys, and 5 Hows at micro scale. Continuously link insights → functions → modules → entire system. Maintain a stable, explicit mental model that evolves with new evidence. Identify invariants, assumptions, flows, and reasoning hazards. This skill defines a structured analysis format (see Example: Function Micro-Analysis below) and runs before the vulnerability-hunting phase. --- When to Use Use when: Deep comprehension is needed before bug or vulnerability discovery. You want bottom-up understanding instead of high-level guessing. Reducing hallucinations, contradictions, and context loss is critical. Preparing for security auditing, architecture review, or threat modeling. Do not use for: Vulnerability findings Fix recommendations Exploit reasoning Severity/impact rating --- 2. How This Skill Behaves When active, Claude will: Default to ultra-granular analysis of each block and line. Apply micro-level First Principles, 5 Whys, and 5 Hows. Build and refine a persistent global mental model. Update earlier assumptions when contradicted ("Earlier I thought X; now Y."). Periodically anchor summaries to maintain stable context. Avoid speculation; express uncertainty explicitly when needed. Goal: deep, accurate understanding, not conclusions. --- Rationalizations (Do Not Skip) Rationalization Why It's Wrong Required Action ----------------- ---------------- ----------------- "I get the gist" Gist-level understanding misses edge cases Line-by-line analysis required "This function is simple" Simple functions compose into complex bugs Apply 5 Whys anyway "I'll remember this invariant" You won't. Context degrades. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/audit-context-building--31d457