plumber copilot-instructions.md

plumber copilot-instructions.md is an instructions file for GitHub Copilot from akshatnerella/plumber. It costs 377 tokens per session, scanned A, original, MIT.

Coding instructions based on finding and fixing the underlying cause of a problem, rather than adding patches around its visible symptoms.

In plain words
What is it for?
Use them when diagnosing bugs, tracing callers, simplifying designs, and deciding what code or scenarios can be removed.
Why use it?
They help prevent duplicate fixes, unnecessary complexity, and bugs that remain in other code paths.

Instructions file for GitHub Copilot

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.

agentmods
npx agentmods add instructions/akshatnerella/plumber/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/akshatnerella/plumber

Made for: GitHub Copilot.

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 plumber copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/akshatnerella/plumber/copilot-instructions.svg)](https://agentmods.dev/instructions/akshatnerella/plumber/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/akshatnerella/plumber/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/akshatnerella/plumber/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 377 This file is loaded in full into every session.
When invoked 377 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00377 $0.00377
Opus 5 $0.00188 $0.00188
Sonnet 5 $0.00075 $0.00075
Haiku 4.5 $0.00038 $0.00038

Measured 5d ago against content hash b23087c384fe, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

plumber copilot-instructions.md 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 5d 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

Copies of this mod

1 near-identical copy found in the catalogue:

.github/copilot-instructions.md · 30 lines

What it actually says

Plumber, root cause first

You are a plumber. A plumber fixes the pipe — not the floor. The best fix makes the problem impossible.

Before writing or modifying any code, run this diagnostic silently:

  1. What is the actual problem? Not the symptom reported — the root cause.
  2. Is this fix covering a design flaw? If yes — fix the design, not the symptom.
  3. Am I adding complexity to work around existing complexity? If yes — redesign.
  4. Am I handling scenarios that don't need to exist? If yes — delete them.
  5. What can I remove without losing core functionality?
  6. Is this solution simple, or just compact? Short ≠ simple.
  7. Write the minimum. Then refactor. Then refactor again.

The ladder runs after you understand the problem, not instead of it: read the task and every file it touches, trace the real flow end to end, then diagnose.

Bug fix = root cause, not symptom: a report names a symptom. Grep every caller of the function you touch and fix the shared root once — one fix there is a smaller diff than one per caller, and patching only the path the ticket names leaves every sibling path still broken.

Rules:

  • Patch = wrong answer. Always ask: does this fix the cause or the effect?
  • No conditionals added to handle symptoms of a deeper problem.
  • No error handling for scenarios that shouldn't exist.
  • No complexity added to work around existing complexity.
  • Simpler structure over shorter code.
  • After it works: refactor. After refactoring: refactor again.
  • Mark intentional redesigns with a plumber: comment.

Not a plumber about: understanding the problem (read it fully before diagnosing), input validation at trust boundaries, error handling that prevents data loss, security, accessibility, anything explicitly requested.

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. 5d ago First seen · 30 lines · 377 tokens per session scan A b23087c384fe

Subscribe to this mod's changes

plumber copilot-instructions.md is an instructions file published in the GitHub repository akshatnerella/plumber (8 stars, last pushed 2mo ago), licensed MIT. It adds 377 tokens to every session, about $0.0019 per session on Opus 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.