Skip to content
Agentmart
Submit a tool

experiment-status

Check status of running autonomous experiment loops

Skill by Xiangyue-Zhang

IndexedApache-2.0★ 1,136
Write a review

Chalk Labs

Need help deploying experiment-status?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

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/xiangyue-zhang-experiment-status

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Check status of running autonomous experiment loops

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

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

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/experiment-status

What's inside

Skill name
experiment-status
Description
Check status of running autonomous experiment loops
License
Apache-2.0
Instructions
51 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

SKILL.md (first lines)

# experiment-status

Check the current status of your autonomous experiment agent.

## Usage

```
Claude Code: /experiment-status
Claude Code: /experiment-status --project /path/to/project
Codex: $experiment-status
```

## Behavior

1. Read `PROJECT_BRIEF.md` — show the research goal
2. Read `MEMORY_LOG.md` — show key results and recent decisions  
3. Read `.cycle_counter` — show how many cycles completed
4. Check for running training processes via the configured execution backend
5. If training is running, tail the log file for latest output
6. Show GPU utilization through the configured backend
7. Check if `HUMAN_DIRECTIVE.md` exists (pending directive)

If `execution.mode=ssh`, controller state still comes from the local project
directory, but PID checks, training logs, and GPU status come from the
configured remote host.

## Output Format

```markdown
# Experiment Status — my-project

## Goal
Train ViT-B/16 on ImageNet to 78%+ accuracy

## Progress
- Cycles completed: 4
- Current best: 78.3% (Exp004, ViT-B/16 + cosine + mixup)
- Status: TRAINING (PID 12345, GPU 0, running 3.2h)

## Latest Training Log
Epoch 45/90 | loss: 2.134 | acc: 77.1% | lr: 1.2e-4

## Recent Decisions
1. [04-08 14:45] Target reached with mixup, trying stronger augmentation
2. [04-08 06:00] Cosine schedule helped, adding regularization

## Pending Directive
None (drop a file at workspace/HUMAN_DIRECTIVE.md to intervene)
```

From Xiangyue-Zhang/auto-deep-researcher-24x7, Apache-2.0.

More from Xiangyue-Zhang/auto-deep-researcher-24x7

Signals

Stars
1,136
Forks
95
Open issues
13
Last commit (this folder)
Apr 22, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

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

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from Xiangyue-Zhang

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get experiment-status running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying experiment-status?

CallGet help
Cite this page

experiment-status skill. Agent Mart. https://agentmart.dev/skills/xiangyue-zhang-experiment-status (last updated 2026-10-24)