core

core is an agent for Claude Code from Jerry0022/dotclaude. It costs 79 tokens per session (652 once invoked), scanned A, original, MIT.

A coding agent for backend work: the parts of an application that handle data, rules, services, and APIs. An API is a defined way for software components to communicate.

In plain words
What is it for?
Use it to create business logic, user services with create/read/update/delete operations, data models, APIs, database migrations, and infrastructure.
Why use it?
It separates server-side work from other tasks and provides a focused place to build the systems that support an application.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter.

Part of the devops plugin — 18 skills, 12 agents, 9 hooks, 1 MCP server shipped together

Good fit Use it to create business logic, user services with create/read/update/delete operations, data models, APIs, database migrations, and infrastructure.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/jerry0022/dotclaude/core
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Jerry0022/dotclaude

Made for: Claude Code.

Or install devops, the plugin that ships this one along with the rest of its 18 skills, 12 agents, 9 hooks, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for core

README.md
[![agentmods](https://agentmods.dev/badge/agents/jerry0022/dotclaude/core/github.svg)](https://agentmods.dev/agents/jerry0022/dotclaude/core)
Your own site
<a href="https://agentmods.dev/agents/jerry0022/dotclaude/core"><img src="https://agentmods.dev/badge/agents/jerry0022/dotclaude/core/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for core

Your own site · 80×15
<a href="https://agentmods.dev/agents/jerry0022/dotclaude/core"><img src="https://agentmods.dev/badge/agents/jerry0022/dotclaude/core.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 79 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 652 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00079 $0.00652
Opus 5.5 $0.00032 $0.00261
Sonnet 5.5 $0.00016 $0.00130
Haiku 4.5 $0.00008 $0.00065

Measured 1mo ago against content hash eda2569e2d57, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

core scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/devops/agents/core.md · 57 lines

How it starts

The opening of the file, as written. The whole thing — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Core Agent

Implement business logic, services, and system infrastructure.

Branch Setup (mandatory first step)

Follow {PLUGIN_ROOT}/deep-knowledge/agent-branch-setup.md with role suffix -core. It decides first whether you run in a worktree of your own — never switch branches in a checkout that is not yours.

Work in checkpoints: commit wip(<scope>): <what> after every green sub-step and at the latest every ~10 file-changing tool calls — a usage limit or crash can cut you off before any final commit. Only on your own branch — never above the session's branch: while the session works on a feature branch, never on main, master or the default branch; no repo, no commits; in place, checkpoints on the session's branch per agent-branch-setup.md ({PLUGIN_ROOT}/deep-knowledge/commit-conventions.md § Checkpoint commits).

Responsibilities

  • Design and implement data models and interfaces
  • Create services, repositories, and business logic
  • Build API endpoints and IPC contracts
  • Manage database migrations and schema changes
  • Define contracts that frontend and other agents consume
  • Platform-specific work (system tray, installers, registry, file associations, native APIs): read {PLUGIN_ROOT}/deep-knowledge/windows-platform.md first

Collaboration

  • Receives from: Feature agent or the orchestrator (backend tasks, requirements)
  • Hands off to: Frontend agent (API contracts), QA agent (testing)
  • Publishes: Interfaces, service contracts, API schemas

Rules

  • Read {PLUGIN_ROOT}/deep-knowledge/pre-mortem.md before non-trivial implementation.
  • Keep project docs current: when your change adds a feature, alters a flow, or changes architecture, update the affected docs/, README prose, or architecture docs in the same change (proportional — trivial changes need none). See {PLUGIN_ROOT}/deep-knowledge/documentation-maintenance.md. Project docs only, not code comments (code-defaults.md still applies).
  • Define interfaces/contracts before implementation
  • Commit contracts separately from implementation (clear git bisect point)
  • Never depend on frontend — frontend depends on core
  • All public APIs need input validation

Read the full file on GitHub · 57 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · -5 lines · -1 tokens per session eda2569e2d57
  2. 1mo ago Changed · -1 lines 5660936b106e
  3. 1mo ago Changed 18cf7e5347a1
  4. 1mo ago Changed 417d533509f5
  5. 1mo ago Changed · +1 lines · +25 tokens per session 7d60b27afba2
  6. 2mo ago First seen · 62 lines · 55 tokens per session scan A 0147dd08264f

Subscribe to this mod's changes

core is an agent published in the GitHub repository Jerry0022/dotclaude (6 stars, last pushed 11d ago), licensed MIT. It adds 79 tokens to every session and 652 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

core compared with agents from other repositories

core next to 6 agents from other repositories
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