audit-context-building SKILL.md skillA
audit-context-building from ghosteken/agent-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ghosteken/agent-harness/audit-context-building@git:20260721.efafd9cPins git:20260721.efafd9c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ghosteken/agent-harness
- Path
archive/skills-community/audit-context-building/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260721.efafd9c, committed Jul 21, 2026
- Size
- 10,016 bytes
- Repository stars
- 4
- License
- MIT
Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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: …
Read the whole file at its exact version.
How to install
mdr add ghosteken/agent-harness/audit-context-building@sha256:d37f2823e8600672The line at the top of this page pins the label git:20260721.efafd9c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_drxxy6kmwdebwui4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10016 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ghosteken/agent-harness · 4 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_drxxy6kmwdebwui4 GET https://markdownregistry.com/api/v1/resolve?ref=ghosteken/agent-harness/audit-context-building GET https://markdownregistry.com/api/v1/blob/d37f2823e86006723bd11e9db400f60d8f75aa22f910f994ecc3617a7a7eeaf7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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