analyze-codebase-workflow SKILL.md skillA
analyze-codebase-workflow from pjt222/agent-almanac is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pjt222/agent-almanac/analyze-codebase-workflow@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pjt222/agent-almanac
- Path
i18n/caveman-lite/skills/analyze-codebase-workflow/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0, committed Aug 17, 2026
- First version recorded
- Apr 19, 2026
- Size
- 8,715 bytes
- Repository stars
- 43
- License
- MIT
Analyze an arbitrary codebase to auto-detect workflows, data pipelines, and file dependencies using putior's put_auto() engine. Produces an annotation plan that maps detected I/O patterns to source files across 30+ supported languages with 902 auto-detection patterns. Use when onboarding onto an unfamiliar codebase to understand data flow, starting putior integration in a project without existing annotations, auditing a project's data pipeline before documentation, or preparing an annotation…
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
# Analyze Codebase Workflow Survey an arbitrary repository to auto-detect data flows, file I/O, and script dependencies, then produce a structured annotation plan for manual refinement. ## When to Use - Onboarding onto an unfamiliar codebase and need to understand data flow - Starting putior integration in a project that has no PUT annotations yet - Auditing an existing project's data pipeline before documentation - Preparing an annotation plan before running `annotate-source-files` ## Inputs - **Required**: Path to the repository or source directory to analyze - **Optional**: Specific subdirectories to focus on (default: entire repo) - **Optional**: Languages to include or exclude (default: all detected) - **Optional**: Detection scope: inputs only, outputs only, or both (default: both + dependencies) ## Procedure ### Step 1: Survey Repository Structure Identify source files and their languages to understand what putior can analyze. ```r library(putior) # List all supported languages and their extensions list_supported_languages() list_supported_languages(detection_only = TRUE) # Only languages with auto-detection # Get supported extensions …
Read the whole file at its exact version.
How to install
mdr add pjt222/agent-almanac/analyze-codebase-workflow@sha256:1be116be700119c5The line at the top of this page pins the label v1.0, 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_bgi2xod2wb3zmc7k)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 19, 2026 and Aug 17, 2026, about one every 60 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0 latest | 2026-08-17 | a784899 | 8,715 B | A | view · diff |
| v1.0 | 2026-04-19 | a31852a | 8,686 B | A | view · diff |
| v1.0 | 2026-04-19 | e334ebd | 8,733 B | A | view |
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 (8715 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
pjt222/agent-almanac · 43 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bgi2xod2wb3zmc7k GET https://markdownregistry.com/api/v1/resolve?ref=pjt222/agent-almanac/analyze-codebase-workflow GET https://markdownregistry.com/api/v1/blob/1be116be700119c5586632c3a707871bca0463bb6b7f71afa4a51bf4983227e6
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.