mirror

mirror is a skill for Claude Code from ghostwright/phantom. It costs 22 tokens per session (947 once invoked), scanned A, original, Apache-2.0.

A weekly reflection skill that reviews the user's recent work and conversations to identify patterns they may have missed.

In plain words
What is it for?
Use it for a candid weekly self-audit of work habits and attention. It can compare recent conversations and remembered events to surface recurring themes.
Why use it?
It helps reveal postponed work, broken commitments, recurring friction, unclear decisions, and time spent outside intended limits. It uses the previous seven days of stored memory and session activity.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it for a candid weekly self-audit of work habits and attention. It can compare recent conversations and remembered events to surface recurring themes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ghostwright/phantom/mirror
About the project

Phantom is an AI co-worker that operates its own computer, maintains persistent memory, uses MCP tools, and builds software and infrastructure in its workspace. It is for people who want an agent that can continue work across sessions through Slack or web chat while keeping its workspace separate from the user's computer. The catalogue skills and instruction support workflows for Phantom.

ghostwright/phantom · 1,483 stars · on GitHub · ghostwright.dev

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 ghostwright/phantom --skill mirror
Clone the repo
git clone --depth 1 https://github.com/ghostwright/phantom

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.

agentmods badge for mirror

README.md
[![agentmods](https://agentmods.dev/badge/skills/ghostwright/phantom/mirror/github.svg)](https://agentmods.dev/skills/ghostwright/phantom/mirror)
Your own site
<a href="https://agentmods.dev/skills/ghostwright/phantom/mirror"><img src="https://agentmods.dev/badge/skills/ghostwright/phantom/mirror/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 mirror

Your own site · 80×15
<a href="https://agentmods.dev/skills/ghostwright/phantom/mirror"><img src="https://agentmods.dev/badge/skills/ghostwright/phantom/mirror.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 947 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Anti-Refusal · line 19
    Skill instructs the agent to omit warnings, disclaimers, or ethical commentary. Stripping safety caveats hides risk from the user and is a common jailbreak preamble.
    Fix: Remove instructions that suppress warnings, disclaimers, or ethical commentary. Let the agent surface safety-relevant caveats to the user.
  • high Anti-Refusal · line 63
    Skill instructs the agent to omit warnings, disclaimers, or ethical commentary. Stripping safety caveats hides risk from the user and is a common jailbreak preamble.
    Fix: Remove instructions that suppress warnings, disclaimers, or ethical commentary. Let the agent surface safety-relevant caveats to the user.
How audits are shown
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 $0.00022 $0.00947
Opus 5.5 $0.00009 $0.00379
Sonnet 5.5 $0.00004 $0.00189
Haiku 4.5 $0.00002 $0.00095

Measured 1mo ago against content hash 92e6c910cc88, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mirror scanned grade A with 1 finding 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.

Strips warnings and disclaimerslowAnti-refusal

Omitting safety caveats hides risk from the user and is a common jailbreak preamble.

The goal is honest, warm observation. Never moralize. Never prescribe. Offer what you saw and let the user decide what it means.

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

skills-builtin/mirror/SKILL.md · 68 lines

How it starts

The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mirror: the weekly self-audit

Goal

Play back the last seven days to the user from memory. Not a task report. Not a highlight reel. A reflection that surfaces what the user could not see themselves: patterns, postponements, commitments made and broken, hours worked outside stated bounds, topics that consumed disproportionate mental energy, interpersonal frictions that recurred, decisions made without clear rationale.

The goal is honest, warm observation. Never moralize. Never prescribe. Offer what you saw and let the user decide what it means.

Steps

1. Pull the last seven days from memory

Call mcp__phantom-reflective__phantom_memory_search with days_back: 7, memory_type: "all", and a broad query like "this week" or the user's name. Return at least 20 episodes and 10 facts if available.

Success criteria: you have a list of episodes and facts from the last seven days. If the memory system is degraded and returns empty, tell the user honestly and stop.

2. Anchor with sessions

Call mcp__phantom-reflective__phantom_list_sessions with days_back: 7, limit: 50. Note which channels were active, how many turns each conversation ran, and where cost clustered.

Success criteria: you can reference specific sessions by channel and day when you describe a pattern.

3. Look for patterns across the week

Read the episodes and facts for:

  • Repeated themes the user kept returning to.
  • Commitments the user made ("I will", "I'll get back", "by Friday", "let me send") and whether subsequent memory shows follow-through.
  • Postponements: things the user pushed off multiple days in a row.
  • Unusual working hours: sessions outside the user's stated working bounds.
  • Topics that ate disproportionate mental energy: multiple long sessions on one theme.
  • Decisions made without stated rationale.
  • Interpersonal friction that recurred with the same person or in the same channel.

Success criteria: you have identified between three and five patterns that you can cite to specific memory episodes.

Read the full file on GitHub · 68 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 · 68 lines · 22 tokens per session scan A 92e6c910cc88

Subscribe to this mod's changes

mirror is a skill published in the GitHub repository ghostwright/phantom (1,483 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 22 tokens to every session and 947 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.