agentleFS
Sign inStart free
thanvish21thanvish21/hcc-bundle/codebase-onboarding/SKILL.md

codebase-onboarding

Skill0 starsChanged 4 months agoMITView on GitHub

Rapid codebase understanding with Hermes skills

56 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use pytorch-patterns, nuxt4-patterns and 6 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • Yog-SothoSkill

    pytorch-patterns

    PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading. Always activate when the user is writing PyTorch models or training scripts, reviewing deep learning code, debugging training loops or data pipelines, optimizing GPU memory or training speed, setting up reproducible experiments, implementing transfer learning or fine-tuning, or asks anything about nn.Module, DataLoader, autograd, AMP, or torch.compile.

    Also in 6 projects that use this

  • loulanyueSkill

    nuxt4-patterns

    Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData.

    Also in 4 projects that use this

  • Arnav-0Skill

    api-test-suite-builder

    Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.

    Also in 3 projects that use this

  • royaluniondesign-sysSkill

    content-hash-cache-pattern

    Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.

    Also in 5 projects that use this

  • junimnjwSkill

    carrier-relationship-management

    Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance vetting. Use when managing carriers, negotiating rates, evaluating carrier performance, or building freight strategies.

    Also in 4 projects that use this

  • junimnjwSkill

    ralphinho-rfc-pipeline

    RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.

    Also in 4 projects that use this

  • +1 more from junimnjw

The file

Create a free account to mount
Files
SKILL.md

codebase-onboarding

Rapid codebase understanding with Hermes skills

Prerequisites

  • Hermes with relevant toolsets enabled
  • See main HCC bundle documentation

Core Patterns

This skill is part of the HCC (Hermes Core Capabilities) bundle. It provides patterns adapted from the ECC ecosystem for Hermes Agent.

Quick Reference

# Load this skill
hermes -s codebase-onboarding "your task"

# Or load the full bundle
hermes -s hcc-full

Skill Composition

Works with other HCC skills. See main bundle for full catalog.

Part of HCC Bundle — Adapted from ECC for Hermes Agent

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

Check your setup, free