reflection-basic

reflection-basic is a cursor rule for Cursor from bia-technologies/yaxunit. It costs 1,232 tokens per session, scanned A, original, Apache-2.0.

A short review template for simple enhancement tasks. It records what happened, what worked, what went wrong, and what could improve.

In plain words
What is it for?
Writing concise task retrospectives and capturing concrete outcomes, challenges, and improvements.
Why use it?
It prevents useful lessons from being lost after a small change without requiring a lengthy report.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit Writing concise task retrospectives and capturing concrete outcomes, challenges, and improvements.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/bia-technologies/yaxunit/reflection-basic
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/bia-technologies/yaxunit

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 reflection-basic

README.md
[![agentmods](https://agentmods.dev/badge/rules/bia-technologies/yaxunit/reflection-basic/github.svg)](https://agentmods.dev/rules/bia-technologies/yaxunit/reflection-basic)
Your own site
<a href="https://agentmods.dev/rules/bia-technologies/yaxunit/reflection-basic"><img src="https://agentmods.dev/badge/rules/bia-technologies/yaxunit/reflection-basic/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 reflection-basic

Your own site · 80×15
<a href="https://agentmods.dev/rules/bia-technologies/yaxunit/reflection-basic"><img src="https://agentmods.dev/badge/rules/bia-technologies/yaxunit/reflection-basic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,232 This file is loaded in full into every session.
When invoked 1,232 The same file — it is already loaded in full.
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 $0.01232 $0.01232
Opus 5.5 $0.00493 $0.00493
Sonnet 5.5 $0.00246 $0.00246
Haiku 4.5 $0.00123 $0.00123

Measured 1mo ago against content hash d65b57dfe0d7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

reflection-basic 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.

Origin

Copies of this mod

3 near-identical copies found in the catalogue:

.cursor/rules/isolation_rules/Level2/reflection-basic.mdc · 178 lines

How it starts

The opening of the file, as written. The whole thing — 178 lines — stays where its author put it; the contents beside it link to each section on GitHub.

BASIC REFLECTION FOR LEVEL 2 TASKS

TL;DR: This document outlines a basic reflection approach for Level 2 (Simple Enhancement) tasks, ensuring that key insights and lessons are captured without unnecessary overhead.

🔍 REFLECTION OVERVIEW

Reflection is essential for improving future work, even for simpler Level 2 enhancements. This basic reflection approach focuses on key outcomes, challenges, and lessons learned while maintaining efficiency.

📋 REFLECTION PRINCIPLES

  1. Honesty: Accurately represent successes and challenges
  2. Specificity: Include concrete examples and observations
  3. Insight: Go beyond surface observations to derive useful insights
  4. Improvement: Focus on actionable takeaways for future work
  5. Efficiency: Keep reflection concise and focused on key learnings

📋 BASIC REFLECTION STRUCTURE

# Level 2 Enhancement Reflection: [Feature Name]

## Enhancement Summary
[Brief one-paragraph summary of the enhancement]

## What Went Well
- [Specific success point 1]
- [Specific success point 2]
- [Specific success point 3]

## Challenges Encountered
- [Specific challenge 1]
- [Specific challenge 2]
- [Specific challenge 3]

## Solutions Applied
- [Solution to challenge 1]
- [Solution to challenge 2]
- [Solution to challenge 3]

## Key Technical Insights
- [Technical insight 1]
- [Technical insight 2]
- [Technical insight 3]

## Process Insights
- [Process insight 1]
- [Process insight 2]
- [Process insight 3]

## Action Items for Future Work
- [Specific action item 1]
- [Specific action item 2]
- [Specific action item 3]

## Time Estimation Accuracy
- Estimated time: [X hours/days]
- Actual time: [Y hours/days]
- Variance: [Z%]
- Reason for variance: [Brief explanation]

📋 REFLECTION QUALITY

High-quality reflections for Level 2 tasks should:

  1. Provide specific examples rather than vague statements
  2. Identify concrete takeaways not general observations
  3. Connect challenges to solutions with clear reasoning
  4. Analyze estimation accuracy to improve future planning
  5. Generate actionable improvements for future work

Read the full file on GitHub · 178 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 · 178 lines · 1,232 tokens per session scan A d65b57dfe0d7

Subscribe to this mod's changes

reflection-basic is a cursor rule published in the GitHub repository bia-technologies/yaxunit (339 stars, last pushed 9d ago), licensed Apache-2.0. It adds 1,232 tokens to every session, about $0.0049 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 2026-09-01.