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 addxai/ReflectWorld --skill reflectworld-camgit clone --depth 1 https://github.com/addxai/ReflectWorldWrote 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/addxai/reflectworld/reflectworld-cam)<a href="https://agentmods.dev/skills/addxai/reflectworld/reflectworld-cam"><img src="https://agentmods.dev/badge/skills/addxai/reflectworld/reflectworld-cam/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/addxai/reflectworld/reflectworld-cam"><img src="https://agentmods.dev/badge/skills/addxai/reflectworld/reflectworld-cam.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 | $0.00000 | $0.01453 |
| Opus 5 | $0.00000 | $0.00727 |
| Sonnet 5 | $0.00000 | $0.00291 |
| Haiku 4.5 | $0.00000 | $0.00145 |
Grade A, and why
reflectworld-cam 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 9d 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 — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ReflectWorld Cam — Video Source Management
Manage video sources: add cameras, capture snapshots, start/stop monitoring, adjust settings, switch modes, watch live, list recordings.
Actions
| Action | What it does | Required params | Returns |
|---|---|---|---|
add_source |
Register a new video source | source |
Source config; phone sources include setup URL + QR code |
list_sources |
List all registered sources | none | Array of { name, input, protocol } |
remove_source |
Remove a source and stop all activities | name |
{ success: true/false } |
snapshot |
Quick look — capture one frame + run Perception | name |
Perception result: summary, entities, security_risk |
watch |
Start background monitoring | name, mode |
{ status: "watching" } |
stop_watch |
Stop a running watch session | name |
{ status: "stopped", recordings: [...] } |
set_sampling |
Change fps/resolution on active watch | name, + fps/width/height |
{ success, fps, width, height, previous } |
switch_mode |
Switch event/stream mode on active watch | name, mode |
{ success, mode, previous_mode } |
live_view |
Get browser link for real-time camera livestream | name |
{ live_url, message } — user opens in browser |
list_recordings |
List recorded video files | name |
Array of recording files |
save_reference |
Save current frame as reference state for VLM comparison | name |
{ success, path } |
User-facing monitoring options
After adding a source, present exactly 3 choices to the user:
| User choice | Action | Mode | What happens |
|---|---|---|---|
| Take a quick look | snapshot |
— | Captures one frame, runs Perception, returns analysis result |
| Alert me on motion | watch |
event |
Monitors for motion; records + analyzes only when movement detected; sends alert |
| Watch continuously | watch |
stream |
Continuous recording + periodic analysis; sends notifications for notable events |
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.
- 9d ago First seen · 102 lines · 0 tokens per session scan A e090c70744c8
reflectworld-cam is a skill published in the GitHub repository addxai/ReflectWorld (98 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 1,453 tokens. 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.
Other skills, from other repositories
xiaoai-tts
Control Xiaoai speaker via OpenXiaoAI Voice API for high-quality TTS playback. Use when the user wants to play voice notifications, announcements, or TTS through the Xiaoai speaker using the OpenXiaoAI HTTP API. Supports Doubao (ByteDance) TTS with emotions, voice types, and speed control. Triggers on queries like…
local-media-smart-device-workflows
Class-level workflow for local context and media/device CLIs: places search, weather, smart lights, Sonos, Spotify, audio analysis, text-to-speech, GIF search, image generation/editing, and 1Password secrets needed by those tools. Use when asked to control local devices, query local places/weather, play media…
morph-ppt
Use this skill when the user wants a .pptx with smooth cross-slide animation — PowerPoint Morph transitions, Keynote-style continuous motion, shapes that grow / move / rotate as the slide advances. Trigger on: 'morph', 'morph transition', 'smooth transition', 'continuous animation across slides', 'Keynote-style…
blucli
BluOS CLI (blu) for discovery, playback, grouping, and volume control of Bluesound and NAD speakers. Use when the user wants to play music, stream audio, control speakers, adjust volume, group or ungroup Bluesound players, search TuneIn radio, or manage multi-room streaming setups.
video-frames
Extract a single frame from a local video at the first frame, a timestamp, or a zero-based frame index using FFmpeg.
openscad
Create and render OpenSCAD 3D models. Generate preview images from multiple angles, extract customizable parameters, validate syntax, and export STL files for 3D printing platforms like MakerWorld.