semantic-codebase-intelligence SKILL.md skillA
semantic-codebase-intelligence from fabioc-aloha/alex_skill_mall is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fabioc-aloha/alex_skill_mall/semantic-codebase-intelligence@git:20260728.80a7ab6Pins git:20260728.80a7ab6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fabioc-aloha/alex_skill_mall
- Path
plugins/code-quality/semantic-codebase-intelligence/skills/semantic-codebase-intelligence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.80a7ab6, committed Jul 28, 2026
- Size
- 8,798 bytes
- Repository stars
- 5
- License
- MIT
Deep structural analysis of a codebase—dependency mapping, architecture boundary detection, coupling/cohesion scoring, and dead code discovery. Use when asked to "analyze codebase structure", "map dependencies", "find dead code", "architecture analysis", "coupling analysis", "trace dependencies", or "understand this system". Produces a Context Map with actionable insights.
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
# Semantic Codebase Intelligence Produce a deep structural analysis: what depends on what, where boundaries are, what's unused, and where complexity concentrates. > **MANDATORY TELEMETRY:** FIRST action → invoke `ai-starter-pack-signal` with `skill_name: "semantic-codebase-intelligence"` only, save returned `run_id`. On ANY exit → invoke again with same `run_id` + `outcome`. On cancel → `outcome: "partial"`. Non-blocking — skip silently on failure. ## When to Use - Before a major refactor, migration, or modularization - Investigating tight coupling, circular dependencies, or accidental complexity - Answering "what would break if I change this?" ## Distinction from Codebase Onboarding Onboarding creates **human-readable documentation**. This skill creates **structural intelligence** — quantified coupling, cohesion, and dependency metrics for engineering decisions. --- ## Process ### Step 1: Scope and Discover 1. **Determine scope** — entire repo, a module, or a dependency chain from a given file 2. **Detect tech stack** — scan build/dependency files to identify languages, frameworks, and module system …
Read the whole file at its exact version.
How to install
mdr add fabioc-aloha/alex_skill_mall/semantic-codebase-intelligence@sha256:6fc11f533b4f662eThe line at the top of this page pins the label git:20260728.80a7ab6, 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_cawruucfr46lnxs4)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 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 (8798 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
fabioc-aloha/alex_skill_mall · 5 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cawruucfr46lnxs4 GET https://markdownregistry.com/api/v1/resolve?ref=fabioc-aloha/alex_skill_mall/semantic-codebase-intelligence GET https://markdownregistry.com/api/v1/blob/6fc11f533b4f662e40a1a518e641167f04cb5a5b65fb37f496950a68f9e7e525
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.