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.
npx skills add mubit-ai/claude-plugins --skill doctorgit clone --depth 1 https://github.com/mubit-ai/claude-pluginsWrote 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.
[](https://agentmods.dev/skills/mubit-ai/claude-plugins/doctor)<a href="https://agentmods.dev/skills/mubit-ai/claude-plugins/doctor"><img src="https://agentmods.dev/badge/skills/mubit-ai/claude-plugins/doctor/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.
<a href="https://agentmods.dev/skills/mubit-ai/claude-plugins/doctor"><img src="https://agentmods.dev/badge/skills/mubit-ai/claude-plugins/doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.02851 |
| Opus 5.5 | $0.00010 | $0.01140 |
| Sonnet 5.5 | $0.00005 | $0.00570 |
| Haiku 4.5 | $0.00003 | $0.00285 |
Grade A, and why
doctor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Work in this order and stop at the first thing that is broken. Each step costs more than the one before it, and the cheap steps answer most questions.
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Read the local status marker at
status/<run_id>.jsonunder the plugin data dir (MUBIT_CC_DATA_DIR, elseCLAUDE_PLUGIN_DATA, else the liveliest~/.claude/plugins/data/mubit-memory*directory — the host adds a suffix naming the install source, so the baremubit-memoryis usually the one directory nothing writes to; prefer${CLAUDE_PLUGIN_DATA}, which the host substitutes into this file for you). Free, no network. It carries the last knownstate,updated_at,recallcounts,capturedcounts includingpending, the lastreflectresult, andlast_error. A marker whosecaptured.pendingkeeps growing is a drain problem, not a recall problem. A marker whoserecall.dry_streakkeeps growing is the reverse: recall is running and returning nothing. Check this before step 3 — it is the one fault that leavesstate: readyand a healthy-looking line, so every other check below will come back clean while the model receives no memory at all. Readrecall.empty_reasonfor which kind:policy_denied— the instance has direct-access recall (rung 1) disabled, and theagent_routedfallback is off by default because it costs an LLM call per prompt. Ask the operator to enable direct search.MUBIT_CC_RECALL_FALLBACK=agent_routedrestores recall at that cost;MUBIT_CC_POLICY_TTL_MS=1re-probes immediately once it is on.budget_exhausted— recall ran out of time before the call returned. RaiseMUBIT_CC_RECALL_BUDGET_MS, and note it cannot usefully exceed the hook timeout.breaker_open— recall is not being attempted at all; the connection is the problem, so continue to step 3.no_evidencewith a long streak — the connection and policy are fine and the store genuinely has nothing for these prompts. Go to step 4.
Read
reflect.statusthe same way. It is written by exactly two processes, and each value means one thing:reflect.statusWritten by What it means ""nobody — the marker's own default session-end never got as far as handing the flush over. The hook did not run, or was killed before its first act. handoffthe session-end hook, before it does any work The hook started and was killed before it could either hand the flush over or fall back to running it inline. This is the value to expect when the host cancels SessionEnd inside its ~1 s window, and it is what keeps ""above meaning only "never ran". Still reading this minutes later means that session's flush was lost — the next session's first drain picks the captures back up, but its reflection is gone.detachedthe session-end hook, just before it spawns The flush was handed to a background process and no child has reported since. Momentary at the end of a session; still reading this minutes later means the child was reaped before it finished — the container exited with it, or the machine went to sleep. okwhichever process ran the flush Reflection ran. lessons_storedis what it stored, and it can legitimately be0when the server has not finished indexing the session's evidence.failed" Reflection was attempted and did not answer. last_errorcarries the reason andattemptssays how many tries it took to give up; this session's lessons stay atrunscope. Readattemptsbefore diagnosing anything else — see the note below.skipped:disabled" MUBIT_CC_REFLECT_ON_END=0. Not a fault — a deliberate opt-out that costs cross-session memory.skipped:not-ingested" Nothing was ingested this session, so there was no tail to reflect over. skipped:undrained" The spool did not land, so reflecting would have drawn conclusions from a session the server only half has. The next session drains the rest and reflects then.
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.
- 1mo ago Changed · -11 tokens per session ac3bea77b5bc
- 2mo ago Changed · +20 lines aeada5ed47b0
- 2mo ago First seen · 117 lines · 36 tokens per session scan A 400271b084b3
doctor is a skill published in the GitHub repository mubit-ai/claude-plugins (12 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 25 tokens to every session and 2,851 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.
doctor compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| doctormubit-ai/claude-plugins | Skill | 12 | 1mo ago | Apache-2.0 | A | 25 | Claude Code |
| mem0-statusmem0ai/mem0 | Skill | 68k | 2d ago | Apache-2.0 | A | 44 | Claude Code, Codex |
| inspector-workbenchCopilotKit/CopilotKit | Skill | 39k | yesterday | MIT | A | 112 | Claude Code |
| md-auditchaitanyagiri/munder-difflin | Skill | 9.3k | 6d ago | MIT | A | 85 | Claude Code |
| potpie-debug-memorypotpie-ai/potpie | Skill | 5.8k | 8d ago | Apache-2.0 | A | 41 | Claude Code, Codex |
| code-understandAr9av/obsidian-wiki | Skill | 3.7k | yesterday | MIT | A | 55 | Claude Code |
| browserwing-adminMemTensor/MemOS | Skill | 12k | 3d ago | Apache-2.0 | B | 47 | Claude Code, Codex |