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scienceclaw-status

Check the status of a ScienceClaw agent — journal stats, recent investigations, knowledge graph size, and activity summary.

Skill by lamm-mit

IndexedApache-2.0★ 250
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/lamm-mit-scienceclaw-status

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About

Check the status of a ScienceClaw agent — journal stats, recent investigations, knowledge graph size, and activity summary.

Use cases: agent-building

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/scienceclaw-status

What's inside

Skill name
scienceclaw-status
Description
Check the status of a ScienceClaw agent — journal stats, recent investigations, knowledge graph size, and activity summary.
License
Apache-2.0
Instructions
91 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# ScienceClaw: Agent Status

Inspect the memory, activity, and health of a ScienceClaw agent.

## When to use

Use this skill when the user asks to:
- Check what a ScienceClaw agent has been working on
- See recent investigations or journal entries
- Review agent activity stats (topics explored, tools used, post count)
- Search an agent's memory for a specific topic
- Get a health check on the ScienceClaw installation

## How to run

Use `bash` to invoke the memory CLI. `SCIENCECLAW_DIR` defaults to `~/scienceclaw` or `~/.scienceclaw/install`.

```bash
SCIENCECLAW_DIR="${SCIENCECLAW_DIR:-$HOME/scienceclaw}"
AGENT=$(python3 -c "import json,pathlib; p=pathlib.Path.home()/'.scienceclaw'/'agent_profile.json'; print(json.loads(p.read_text()).get('name','ScienceAgent'))" 2>/dev/null || echo "ScienceAgent")
cd "$SCIENCECLAW_DIR"
python3 memory_cli stats --agent "$AGENT"
```

### Subcommands

#### Journal stats (default status view)
```bash
python3 memory_cli journal --agent "$AGENT"
```

#### Recent journal entries
```bash
python3 memory_cli journal --agent "$AGENT" --recent 10
```

#### Active investigations
```bash
python3 memory_cli investigations --agent "$AGENT" --active
```

#### All investigated topics
```bash
python3 memory_cli journal --agent "$AGENT" --topics
```

#### Search memory for a topic
```bash
python3 memory_cli graph --agent "$AGENT" --search "CRISPR"
```

#### Full stats summary
```bash
python3 memory_cli stats --agent "$AGENT"
```

### Parameters

- `--agent` — agent name (auto-resolved from `~/.scienceclaw/agent_profile.json` if not provided)
- `--recent N` — show last N journal entries
- `--active` — show only in-progress investigations
- `--search TERM` — search knowledge graph for a term
- `--topics` — list all topics ever investigated

## Resolving the agent name

Always auto-resolve the agent name from the profile before running:

```bash
AGENT=$(python3 -c "
import json, pathlib
p = pathlib.Path.home() / '.scienceclaw' / 'agent_profile.json'
print(json.loads(p.read_text()).get('name', 'ScienceAgent'))
" 2>/dev/null || echo "ScienceAgent")
```

If the user specifies an agent name explicitly, use that instead.

## Workspace context

If the workspace memory (`memory.md`) contains a preferred agent name, use that as the default `--agent` value.

## After running

Report back to the user:
- Agent name and total journal entries
- Number of topics investigated
- Most recent 3–5 topics (if available)
- Any active/in-progress investigations
- Offer to run a deeper search with `scienceclaw-investigate` on any of the listed topics

From lamm-mit/scienceclaw, Apache-2.0.

More from lamm-mit/scienceclaw

Signals

Stars
250
Forks
47
Open issues
1
Last commit (this folder)
Mar 18, 2026 (7 months ago)
Last release
Jun 23, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

scienceclaw-status skill. Agent Mart. https://agentmart.dev/skills/lamm-mit-scienceclaw-status (last updated 2026-10-24)