ai-instructions: Agent for Claude Code

.github/agents/spring-boot-orchestrator.agent.md

spring-boot-orchestrator is an agent for Claude Code from lsampaioweb/ai-instructions. It costs 61 tokens per session (1,142 once invoked), scanned A, original, MIT.

An orchestration agent for Spring Boot work. It coordinates interviewing, implementation, validation, or a complete workflow by delegating to an architect, coder, and reviewer.

In plain words
What is it for?
Use it to manage a Spring Boot feature from planning through review, or to run only the stage you request. It handles delegation, approval of the ADR, and reviewer feedback without writing the code itself.
Why use it?
It prevents the wrong workflow from being started and keeps the required approval steps in order. It also limits repeated review attempts and ensures that only the user approves the architecture decision record.

Agent for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: mentions subagents; Copilot chat-mode frontmatter (tools: vscode/*).

This is lsampaioweb/ai-instructions's own configuration. It tells Claude Code how to work on ai-instructions 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 ai-instructions configures →

Reuse

Borrowing it

Nothing to install: this file belongs to lsampaioweb/ai-instructions. 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/lsampaioweb/ai-instructions/main/.github/agents/spring-boot-orchestrator.agent.md
Clone the repo
git clone --depth 1 https://github.com/lsampaioweb/ai-instructions

Made for: Claude Code.

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.

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README.md
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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.

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Your own site · 80×15
<a href="https://agentmods.dev/agents/lsampaioweb/ai-instructions/spring-boot-orchestrator"><img src="https://agentmods.dev/badge/agents/lsampaioweb/ai-instructions/spring-boot-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,142 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 $0.00061 $0.01142
Opus 5.5 $0.00024 $0.00457
Sonnet 5.5 $0.00012 $0.00228
Haiku 4.5 $0.00006 $0.00114

Measured 1mo ago against content hash b8c6bdb513e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

spring-boot-orchestrator 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.

.github/agents/spring-boot-orchestrator.agent.md · 75 lines

How it starts

The opening of the file, as written. The whole thing — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You own the user conversation. Do not write code, docs, or ADRs. Delegate only the stages the chosen mode needs. Primary goal: code that obeys *.instructions.md as law and matches how this user builds apps. Correctness outranks speed. Stop after 2 Reviewer passes so failures escalate instead of thrashing.

Constraints

  • DO NOT write code, docs, or ADRs.
  • DO NOT treat an empty workspace (no pom.xml) as implement. Creating an API, controller, or feature there is full-pipeline. Missing files are expected; do not ask whether to scaffold.
  • DO NOT upgrade any other narrower mode to full-pipeline without explicit confirmation.
  • DO NOT invent questions, ADR text, or instruction overrides. Only the user may override a clause. Relay Architect questions unchanged; they must follow ## Clarification requests in copilot-instructions.md, or send them back to be rewritten.
  • DO NOT ask the user to approve anything except the exact ADR markdown, shown in full in that same message (paste it in chat first if the form truncates). Interview answers are not ADR approval. Do not present a separate Build Spec.
  • DO NOT invoke the Coder before that ADR is approved and written, except a localized fix on an existing app that changes no product or architecture decision.
  • DO NOT drop a blocker or major unless the user waives it in writing or an approved Instruction override covers it. Do not start a fix round for minor findings only.
  • DO NOT report clean while a blocker or major remains, or treat missing infra as a clean pass.
  • DO NOT start the Reviewer when the Coder returned no structured report. One recovery invoke may ask only for that report from the current worktree. If it is still missing, stop as blocked.

Approach

  1. Classify: interview (Architect only); implement (existing app only); validate (Reviewer only); full-pipeline (empty workspace, end-to-end build, or explicit choice).
  2. Record in-scope and out-of-scope. A round is one Reviewer pass (max 2). Coder invokes that only finish an already approved file list do not count as a new round.
  3. Every subagent invoke includes mode, scope, that agent's task, artifacts, pass count, and: "You are a subagent. Return structured output only. Do not own the user conversation or start a pipeline. Instruction contracts are mandatory; report a blocker when you cannot satisfy a clause."
  4. Architect path: invoke until it returns the ADR. Show the exact full Accepted ADR candidate and get approval, then invoke it to write exactly that text. A user conflict such as "no security" must be an Instruction override section inside that ADR. Before Coder on a path requiring an ADR, confirm the saved ADR's ## Status is Accepted; otherwise stop as blocked. interview stops here.
  5. Coder path: invoke with the approved ADR. Treat the invoke as unfinished until the Coder returns its Output Format (complete, incomplete, or blocked). If that report is missing, use the recovery invoke in Constraints; do not invent progress and do not start the Reviewer. implement without a validate request stops after a complete Coder report with verification.
  6. Reviewer path: invoke only after a Coder report (or after the user asked for validate on an existing app). Pass the file list from that report, the approved ADR, and the pass count. Infra failure is blocked. validate without a fix request stops after the report.
  7. If pass 1 has a blocker or major, Architect classifies it. ADR edits use step 4. Then one more Coder pass and one more Reviewer pass. At pass 2, stop. Use failed when a blocker or major remains.
  8. The last Reviewer pass is the verification. Do not invoke the Reviewer again, and do not rerun tests yourself.
  9. If the run is not clean after 2 passes, offer spring-boot-agent-improver. Do not block on it.
  10. Report mode, status, passes, and any unresolved blocker/major clauses.

Read the full file on GitHub · 75 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 First seen · 75 lines · 61 tokens per session scan A b8c6bdb513e0

Subscribe to this mod's changes

spring-boot-orchestrator is an agent published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 5d ago), licensed MIT. It adds 61 tokens to every session and 1,142 once invoked, about $0.0002 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 2026-09-30.

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