reflect

reflect is a skill for Claude Code from mubit-ai/claude-plugins. It costs 28 tokens per session (1,218 once invoked), scanned A, original, Apache-2.0.

A session-review skill that asks Mubit to extract lessons from the current run. Mubit is the system described here that records activity and lessons.

In plain words
What is it for?
Reviewing a completed run, reporting its lesson IDs, types, and scopes, and checking broader lessons when requested.
Why use it?
Lessons collected automatically may remain visible only in the current run, so this explicit review can move eligible lessons toward wider use.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the mubit-memory plugin — 15 skills, 1 agent, 13 hooks, 1 MCP server shipped together

Good fit Reviewing a completed run, reporting its lesson IDs, types, and scopes, and checking broader lessons when requested.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add mubit-ai/claude-plugins
Claude Code
/plugin install mubit-memory

Made for: Claude Code.

Or install mubit-memory, the plugin that ships this one along with the rest of its 15 skills, 1 agent, 13 hooks, 1 MCP server.

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 reflect

README.md
[![agentmods](https://agentmods.dev/badge/skills/mubit-ai/claude-plugins/reflect/github.svg)](https://agentmods.dev/skills/mubit-ai/claude-plugins/reflect)
Your own site
<a href="https://agentmods.dev/skills/mubit-ai/claude-plugins/reflect"><img src="https://agentmods.dev/badge/skills/mubit-ai/claude-plugins/reflect/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 reflect

Your own site · 80×15
<a href="https://agentmods.dev/skills/mubit-ai/claude-plugins/reflect"><img src="https://agentmods.dev/badge/skills/mubit-ai/claude-plugins/reflect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,218 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 $0.00028 $0.01218
Opus 5.5 $0.00011 $0.00487
Sonnet 5.5 $0.00006 $0.00244
Haiku 4.5 $0.00003 $0.00122

Measured 1mo ago against content hash 9ed3aa621a9c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

reflect 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.

integrations/claude-code/skills/reflect/SKILL.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reflect over the current run with the bundled script — POST /v2/control/reflect {run_id} behind it — and relay what it prints: one line per extracted lesson, with the lesson's id, type, importance and scope on the line.

node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs reflect --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}"

--data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}" is not optional. A Bash tool call does not inherit CLAUDE_PLUGIN_DATA — it arrives empty — so without the flag the script has to guess which of several mubit-memory* directories the host is using, and either refuses with no_run or acts on a run this session's hooks never touch. The host substitutes ${CLAUDE_PLUGIN_DATA} into this file before you read it, and the shell default around it lets a session that pins MUBIT_CC_DATA_DIR keep its pin — the same order every hook resolves in. Pass the whole expression straight through. Do not turn it into an ENV=… node … prefix: that is no longer a node command and will stop for a permission prompt.

If it reports no lessons, say so plainly; an empty reflect is a real answer, not an error. Neither command here is an MCP tool: mubit_reflect and mubit_lessons left the default tool surface so that a session pays nothing to list them, and this script reaches the same two routes.

The standing catalogue

When the user wants what memory holds rather than what this run just produced:

node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs lessons --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}"                    # this run, plus what travelled
node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs lessons --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}" --scope run        # this run alone
node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs lessons --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}" --scope global     # only what has travelled
node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs lessons --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}" --importance high --limit 10

The three scopes answer three different questions, and asking the wrong one is how a healthy store reads as empty:

  • no --scope — this run's lessons, plus every lesson stored above run scope by any run. The honest default, and the right one for "what do we know here".
  • --scope run — this run alone. What this session has banked so far.
  • --scope session / global — only the lessons that have travelled, from every run the key can see. Read a zero here as a real zero rather than as a fault.

The listing says what it is showing and how many matched. Every lesson is printed in full: the script never degrades a lesson to a (seen earlier) pointer and never records what it printed, because a shell command cannot know whether its output reached the model. --json is the whole catalogue with its metadata.

Read the full file on GitHub · 83 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 Changed · +29 lines · +9 tokens per session 9ed3aa621a9c
  2. 2mo ago Changed · +12 lines 5ea73ee9fe34
  3. 2mo ago First seen · 42 lines · 19 tokens per session scan A 7b90889f404a

Subscribe to this mod's changes

reflect is a skill published in the GitHub repository mubit-ai/claude-plugins (12 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 28 tokens to every session and 1,218 once invoked, about $0.0001 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 2026-08-30.

Related

reflect compared with skills from other repositories

reflect next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
reflectmubit-ai/claude-pluginsSkill121mo agoApache-2.0A28Claude Code
knowledge-ingestopenclaw/openclawSkill394kyesterdayMITA80Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0Skill68k2d agoApache-2.0A217Claude Code, Codex
forgetasgeirtj/system_prompts_leaksSkill71k2d agoCC0-1.0A74Claude Code, Codex
Cortexdanielmiessler/LifeOSSkill20kyesterdayMITA184Claude Code
memoryopensquilla/opensquillaSkill7.1k6d agoApache-2.0A44Claude Code, Codex
ha-data-storesshiwenwen/hope-agentSkill1.9kyesterdayMITA115Claude Code, Codex