pre-implementation-gate

pre-implementation-gate is a skill for Cursor from GoranErhartic/cursor-development-rules. It costs 78 tokens per session (1,075 once invoked), scanned A, original, MIT.

A pre-coding checklist for an AI coding agent. It makes the agent load the project's instructions and testing process before changing code.

In plain words
What is it for?
Use it before building features, fixing bugs, refactoring, or creating modules so required project guidance is checked first.
Why use it?
It reduces the risk of the agent ignoring project rules or starting implementation with missing context.

Skill for Cursor

Written for Cursor: installed under .cursor/.

Good fit Use it before building features, fixing bugs, refactoring, or creating modules so required project guidance is checked first.

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Install with agentmods
npx agentmods add skills/goranerhartic/cursor-development-rules/pre-implementation-gate
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.

Any agent
npx skills add GoranErhartic/cursor-development-rules --skill pre-implementation-gate
Clone the repo
git clone --depth 1 https://github.com/GoranErhartic/cursor-development-rules

Made for: 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 pre-implementation-gate

README.md
[![agentmods](https://agentmods.dev/badge/skills/goranerhartic/cursor-development-rules/pre-implementation-gate/github.svg)](https://agentmods.dev/skills/goranerhartic/cursor-development-rules/pre-implementation-gate)
Your own site
<a href="https://agentmods.dev/skills/goranerhartic/cursor-development-rules/pre-implementation-gate"><img src="https://agentmods.dev/badge/skills/goranerhartic/cursor-development-rules/pre-implementation-gate/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 pre-implementation-gate

Your own site · 80×15
<a href="https://agentmods.dev/skills/goranerhartic/cursor-development-rules/pre-implementation-gate"><img src="https://agentmods.dev/badge/skills/goranerhartic/cursor-development-rules/pre-implementation-gate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,075 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 $0.00078 $0.01075
Opus 5 $0.00039 $0.00537
Sonnet 5 $0.00016 $0.00215
Haiku 4.5 $0.00008 $0.00108

Measured 11d ago against content hash 5267d408d881, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-14, from the pricing page.

Security

Grade A, and why

pre-implementation-gate 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 11d 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.

.cursor/skills/pre-implementation-gate/SKILL.md · 121 lines

How it starts

The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Pre-Implementation Gate

Purpose

This skill enforces process over speed. It prevents the agent from jumping straight into coding by requiring rule discovery and loading before the first line of code is written.

The agent's natural bias is to produce output quickly. This gate exists to override that bias. A detailed user spec defines WHAT to build — rules define HOW to build it. Both are required.

When This Skill Activates

Any request that will result in code changes:

  • "implement this plan"
  • "build feature X"
  • "create a new module"
  • "fix this bug"
  • "refactor this code"
  • Any variation of the above

Gate Checklist

Copy this checklist and complete every step before writing code:

Pre-Implementation Gate:
- [ ] Step 1: project-context.mdc verified (populated, not placeholder)
- [ ] Step 2: Stack router loaded and read
- [ ] Step 3: 2–3 task-relevant rules loaded and read
- [ ] Step 4: development/code-implementation.mdc read
- [ ] Step 5: development/tdd-workflow.mdc read
- [ ] Step 6: Rules declared in response to user

Step-by-Step Procedure

Step 1 — Verify Project Context

Read the file at the path for project-context.mdc in the .cursor/rules/ directory.

If populated: Extract the directory→router mapping. Proceed to Step 2.

If placeholder or missing: STOP. Tell the user:

"Project context is not configured. I need to run project onboarding before I can implement. This analyzes the repo and maps it to the correct rules."

Then read development/project-onboarding.mdc and follow the onboarding procedure. Only proceed after project-context.mdc is written with real values.

Step 2 — Load Stack Router

From the Active Stacks table in project-context.mdc, identify which router file matches the directories you will be touching.

Read that router file. It contains:

  • The technology stack summary
  • A task→rule mapping table
  • Key conventions

Step 3 — Load Task-Relevant Rules

Using the router's task→rule mapping, select 2–3 rules most relevant to the current sub-task. Read each one.

Read the full file on GitHub · 121 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. 11d ago First seen · 121 lines · 78 tokens per session scan A 5267d408d881

Subscribe to this mod's changes

pre-implementation-gate is a skill published in the GitHub repository GoranErhartic/cursor-development-rules (19 stars, last pushed 6mo ago), licensed MIT. It adds 78 tokens to every session and 1,075 once invoked, about $0.0004 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 2026-09-03.

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