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 MiaoDX/roboclaws --skill visual-result-showcasegit clone --depth 1 https://github.com/MiaoDX/roboclawsWrote 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/miaodx/roboclaws/visual-result-showcase)<a href="https://agentmods.dev/skills/miaodx/roboclaws/visual-result-showcase"><img src="https://agentmods.dev/badge/skills/miaodx/roboclaws/visual-result-showcase.svg" alt="Measured on agentmods" 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 | $0.00066 | $0.00512 |
| Opus 5 | $0.00033 | $0.00256 |
| Sonnet 5 | $0.00013 | $0.00102 |
| Haiku 4.5 | $0.00007 | $0.00051 |
Grade A, and why
visual-result-showcase 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 8d 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.
What it actually says
Visual Result Showcase
Use this skill when a completed Roboclaws run needs to become a publishable visual artifact: blog GIF, README demo strip, release note contact sheet, or operator-facing result montage.
Boundary
This is post-run artifact work. By default, use only:
run_result.jsontrace.jsonlagent_view.jsonrobot_views/*- public report images such as
before.png,after.png, and map previews
Do not run a new robot task, call a VLM, inspect private manifests, or imply that report-only views were agent inputs. If a score is shown, label it as post-run evaluation.
Household Cleanup GIF
For cleanup result showcases, prefer the whole-task story:
- task and before state;
- observe sweep progress;
- every object cleanup chain, preserving the visible tool order;
- final state and post-run evaluation.
Use the bundled renderer:
python skills/visual-result-showcase/scripts/render_household_cleanup_showcase.py \
--run-dir output/household/household-world/cleanup/direct-world-public-labels/seed-7 \
--out-dir docs/blog/assets/household-cleanup-showcase
The script writes:
showcase.gifcontact_sheet.pngframes/*.pngmanifest.json
Visual Rules
- Make FPV the main panel. Prefer
.fpv.bbox.pngwhen available. - Label FPV as the agent-facing view.
- Label chase/RPV and verification/map views as report-only evidence.
- Include an MCP tool trace bar so the viewer sees
observe, navigation,pick,place, receptacle open/close, anddone. - Keep claims honest: "Codex agent drives bounded MCP cleanup tools" is fine; "visual-only", "real robot", or "fully solved cleanup" is not unless the source run proves that exact claim.
- For WeChat/blog publication, keep a GIF plus source frames. Use the contact sheet for quick human review before embedding.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago First seen · 62 lines · 66 tokens per session scan A d8ffb4179d5b
visual-result-showcase is a skill published in the GitHub repository MiaoDX/roboclaws (6 stars, last pushed 5d ago), licensed MIT. It adds 66 tokens to every session and 512 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
Other skills, from other repositories
douyin-upload-mcp-skill
A guide for publishing videos and image-and-text posts through Douyin's creator website. Douyin is a Chinese social-media platform, and the guide uses its creator platform and available MCP tools.
post-to-xhs
A publishing guide for 小红书, a Chinese social-media platform. It covers posting image-and-text content or a longer formatted article, using supplied content or a webpage.
video-frames
Extract a single frame from a local video at the first frame, a timestamp, or a zero-based frame index using FFmpeg.
screenshot-game-view
Capture a screenshot of the Unity Editor's Game View by reading its internal render texture directly. Image size matches the current Game View resolution; the tool corrects Y-flip on DirectX / Metal so the output is always upright. Requires an open Game View window.
screenshot-scene-view
Capture a screenshot from the Unity Editor Scene View at the requested size. Renders via the Scene View's active camera onto a temporary RenderTexture. Requires an open Scene View.
ideation
Generate project ideas through creative constraints. Use when the user says 'I want to build something', 'give me a project idea', 'I'm bored', 'what should I make', 'inspire me', or any variant of 'I have tools but no direction'. Works for code, art, hardware, writing, tools, and anything that can be made.