reflection

reflection is an agent for coding agents from lckx777/copy-chief-black. It costs 0 tokens per session (73 once invoked), scanned A, a copy of atlas, MIT.

An agent definition for a reflection role in a copywriting team. The entry directs the agent to read its full operating instructions from a separate project file.

In plain words
What is it for?
Use it when a copy-chief workflow needs the reflection agent and its associated instructions.
Why use it?
It gives the agent a specific role and working rules for copy-related tasks, while keeping those rules in one maintained file.

Agent

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 agents/lckx777/copy-chief-black/reflection
Clone the repo
git clone --depth 1 https://github.com/lckx777/copy-chief-black

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

README.md
[![agentmods](https://agentmods.dev/badge/agents/lckx777/copy-chief-black/reflection.svg)](https://agentmods.dev/agents/lckx777/copy-chief-black/reflection)
Your own site
<a href="https://agentmods.dev/agents/lckx777/copy-chief-black/reflection"><img src="https://agentmods.dev/badge/agents/lckx777/copy-chief-black/reflection.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 73 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 84% 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 $0.00000 $0.00073
Opus 5 $0.00000 $0.00036
Sonnet 5 $0.00000 $0.00015
Haiku 4.5 $0.00000 $0.00007

Measured 5d ago against content hash 76fe25569141, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

reflection 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

This is a copy

84% identical to atlas — 4 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.

framework/commands/AIOS/agents/reflection.md · 8 lines

What it actually says

reflection

Read your full agent definition from: squads/copy-chief/agents/reflection.md

Follow ALL activation-instructions in that file. The YAML block there contains your complete persona, commands, dependencies, and IDE-FILE-RESOLUTION for the Copy Chief squad.

Do NOT greet or respond until you have fully read and adopted the persona from that file.

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 · 8 lines · 0 tokens per session scan A 76fe25569141

Subscribe to this mod's changes

reflection is an agent published in the GitHub repository lckx777/copy-chief-black (5 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 73 tokens. A static security scan graded it A with 0 findings. It is 84% identical to atlas, differing in 4 lines, and is treated as a copy.