reflect is agent-read markdown (skill) from mubit-ai/plugins: Extract lessons from this session's activity now; use when the user wants them banked before session end or asks what memory holds..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
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.
```bash
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.
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_wjtkpo3rkxhrtm6b
GET https://markdownregistry.com/api/v1/resolve?ref=mubit-ai/plugins/reflect
GET https://markdownregistry.com/api/v1/blob/9ed3aa621a9ccb76adfe0d8e5da0ab3172496051ddc6ae135e2ddc9c99c3f75c
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
mubit-ai/plugins · integrations/claude-code/skills/activity/SKILL.md · List or export what this instance holds for a run; use when the user wants the audit record, not an answer.
mubit-ai/plugins · integrations/claude-code/skills/auth/SKILL.md · Sign in to Mubit and store an API key; use when the plugin reports auth_failed or a key was rotated.
mubit-ai/plugins · integrations/claude-code/skills/checkpoint/SKILL.md · Save a named verbatim snapshot of this run; use when the user is about to do something risky.
mubit-ai/plugins · integrations/claude-code/skills/dashboard/SKILL.md · Open the local Mubit dashboard — turns, what was injected into each, what it earned, and every lesson's record; use…
mubit-ai/plugins · integrations/claude-code/skills/doctor/SKILL.md · Diagnose connectivity, memory health and stuck ingest; use when memory looks empty or the status line shows a failure.
mubit-ai/plugins · integrations/claude-code/skills/forget/SKILL.md · Delete a lesson, or down-weight one that is merely wrong; use when asked, after saying it cannot be undone.
mubit-ai/plugins · integrations/claude-code/skills/handoff/SKILL.md · Hand work to another agent through Mubit, list the handoffs open in this run, or answer one with a verdict; use when a…
mubit-ai/plugins · integrations/claude-code/skills/import/SKILL.md · Backfill Mubit memory from the Claude Code and Codex transcripts already on this machine, so a fresh install knows what…
mubit-ai/plugins · integrations/claude-code/skills/memory-health/SKILL.md · Report what is actually stored: counts, staleness, contradictions; use when the question is whether anything was ever…
mubit-ai/plugins · integrations/claude-code/skills/pin/SKILL.md · Pin a constraint for the rest of this run, shown on every prompt; use when a rule ends with the task, and remember for…
mubit-ai/plugins · integrations/claude-code/skills/recall/SKILL.md · Search Mubit memory for lessons, rules, facts or past work; use when the injected memory is not enough.
mubit-ai/plugins · integrations/claude-code/skills/remember/SKILL.md · Save one durable lesson, rule or preference; use when the user states a standing preference or an approach fails in a…
cursor/plugins · pstack/skills/reflect/SKILL.md · Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit…
michael-denyer/pstack-claude · plugins/pstack/skills/reflect/SKILL.md · Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit…
backnotprop/pstack · skills/reflect/SKILL.md · Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit…
gtapps/claude-code-hermit · plugins/claude-code-hermit/skills/reflect/SKILL.md · Reflect on recent work and propose improvements if patterns are noticed.
iliaal/ai-skills · skills/reflect/SKILL.md · Session retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit…
iliaal/whetstone · distillery/generated-skills/reflect/SKILL.md · Session retrospective and skill audit. Use when "/reflect", "session review", "retrospective", "what went wrong"…
