semantic-codebase-intelligence skillA
semantic-codebase-intelligence is agent-read markdown (skill) from fabioc-aloha/alex_skill_mall: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260728.80a7ab6mdr add fabioc-aloha/alex_skill_mall/semantic-codebase-intelligence@sha256:6fc11f533b4f662ePin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_cawruucfr46lnxs4)
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Versions
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 · 4 stars · license MIT · pushed 2026-09-21 · 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 agent 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.