spring-ai-rag-demo: Command for Claude Code

.cursor/commands/opsx-apply.md

/opsx-apply is a command for Claude Code, Cursor from ly1836/spring-ai-rag-demo. It costs 16 tokens per session (1,183 once invoked), scanned A, a copy of OPSX: Apply, Apache-2.0.

A command guide for implementing tasks from an OpenSpec change, a documented set of software requirements and work items.

In plain words
What is it for?
Use it to implement an existing OpenSpec change in the project’s Spring Boot application.
Why use it?
It provides a defined process for selecting the change, loading project context, and applying its tasks.

Command for Claude CodeCursor

Written for Cursor and Claude Code: installed under .cursor/, but also a Claude Code command (commands/*.md). Also seen: names the AskUserQuestion tool.

This is ly1836/spring-ai-rag-demo's own configuration. It tells Claude Code and Cursor how to work on spring-ai-rag-demo itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything spring-ai-rag-demo configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ly1836/spring-ai-rag-demo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/ly1836/spring-ai-rag-demo/main/.cursor/commands/opsx-apply.md
Clone the repo
git clone --depth 1 https://github.com/ly1836/spring-ai-rag-demo

Made for: Claude Code, Cursor.

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 /opsx-apply

README.md
[![agentmods](https://agentmods.dev/badge/commands/ly1836/spring-ai-rag-demo/opsx-apply/github.svg)](https://agentmods.dev/commands/ly1836/spring-ai-rag-demo/opsx-apply)
Your own site
<a href="https://agentmods.dev/commands/ly1836/spring-ai-rag-demo/opsx-apply"><img src="https://agentmods.dev/badge/commands/ly1836/spring-ai-rag-demo/opsx-apply/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 /opsx-apply

Your own site · 80×15
<a href="https://agentmods.dev/commands/ly1836/spring-ai-rag-demo/opsx-apply"><img src="https://agentmods.dev/badge/commands/ly1836/spring-ai-rag-demo/opsx-apply.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,183 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 88% copy Near-identical to another mod 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 $0.00016 $0.01183
Opus 5 $0.00008 $0.00592
Sonnet 5 $0.00003 $0.00237
Haiku 4.5 $0.00002 $0.00118

Measured 9d ago against content hash ce72d2125aa9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

/opsx-apply 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 9d 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.

Origin

This is a copy

88% identical to OPSX: Apply — 24 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.cursor/commands/opsx-apply.md · 164 lines

How it starts

The opening of the file, as written. The whole thing — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Implement tasks from an OpenSpec change.

Input: Optionally specify a change name (e.g., /opsx:apply add-auth). If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.

Steps

  1. 项目 context 加载(必须首先执行)

    本项目是单模块 Spring Boot 应用,OpenSpec 统一在仓库根目录管理,change 名称不使用模块前缀。 所有 CLI 命令在项目根目录执行。

    实现前必须读取:

    • openspec/context/spring-ai-rag-demo.md
    • openspec/config.yaml

    实现代码时以项目 context 中的业务域包结构、租户隔离、计费扣费、前端规范为准。

  2. Select the change

    If a name is provided, use it. Otherwise:

    • Infer from conversation context if the user mentioned a change
    • Auto-select if only one active change exists
    • If ambiguous, run openspec list --json to get available changes and use the AskUserQuestion tool to let the user select

    Always announce: "Using change: " and how to override (e.g., /opsx:apply <other>).

  3. Check status to understand the schema

    openspec status --change "<name>" --json
    

    Parse the JSON to understand:

    • schemaName: The workflow being used (e.g., "spec-driven")
    • Which artifact contains the tasks (typically "tasks" for spec-driven, check status for others)
  4. Get apply instructions

    openspec instructions apply --change "<name>" --json
    

    This returns:

    • Context file paths (varies by schema)
    • Progress (total, complete, remaining)
    • Task list with status
    • Dynamic instruction based on current state

    Handle states:

    • If state: "blocked" (missing artifacts): show message, suggest using /opsx:continue
    • If state: "all_done": congratulate, suggest archive
    • Otherwise: proceed to implementation
  5. Read context files

    Read the files listed in contextFiles from the apply instructions output. The files depend on the schema being used:

    • spec-driven: proposal, specs, design, tasks
    • Other schemas: follow the contextFiles from CLI output
  6. Show current progress

    Display:

    • Schema being used
    • Progress: "N/M tasks complete"
    • Remaining tasks overview
    • Dynamic instruction from CLI
  7. Implement tasks (loop until done or blocked)

    For each pending task:

    • Show which task is being worked on
    • Make the code changes required
    • Keep changes minimal and focused
    • Mark task complete in the tasks file: - [ ]- [x]
    • Continue to next task

    Pause if:

    • Task is unclear → ask for clarification
    • Implementation reveals a design issue → suggest updating artifacts
    • Error or blocker encountered → report and wait for guidance
    • User interrupts
  8. On completion or pause, show status

    Display:

    • Tasks completed this session
    • Overall progress: "N/M tasks complete"
    • If all done: suggest archive
    • If paused: explain why and wait for guidance

Output During Implementation

## Implementing: <change-name> (schema: <schema-name>)

Working on task 3/7: <task description>
[...implementation happening...]
✓ Task complete

Working on task 4/7: <task description>
[...implementation happening...]
✓ Task complete

Output On Completion

## Implementation Complete

**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 7/7 tasks complete ✓

### Completed This Session
- [x] Task 1
- [x] Task 2
...

All tasks complete! You can archive this change with `/opsx:archive`.

Output On Pause (Issue Encountered)

## Implementation Paused

**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 4/7 tasks complete

### Issue Encountered
<description of the issue>

**Options:**
1. <option 1>
2. <option 2>
3. Other approach

What would you like to do?

Guardrails

  • Keep going through tasks until done or blocked
  • Always read context files before starting (from the apply instructions output)
  • If task is ambiguous, pause and ask before implementing
  • If implementation reveals issues, pause and suggest artifact updates
  • Keep code changes minimal and scoped to each task
  • Update task checkbox immediately after completing each task
  • Pause on errors, blockers, or unclear requirements - don't guess
  • Use contextFiles from CLI output, don't assume specific file names

Read the full file on GitHub · 164 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. 9d ago First seen · 164 lines · 16 tokens per session scan A ce72d2125aa9

Subscribe to this mod's changes

/opsx-apply is a command published in the GitHub repository ly1836/spring-ai-rag-demo (85 stars, last pushed today), licensed Apache-2.0. It adds 16 tokens to every session and 1,183 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to OPSX: Apply, differing in 24 lines, and is treated as a copy.

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