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camsnap

Capture frames or clips from RTSP/ONVIF cameras.

74

4.00x
Quality

63%

Does it follow best practices?

Impact

100%

4.00x

Average score across 3 eval scenarios

SecuritybySnyk

Risky

Do not use without reviewing

Optimize this skill with Tessl

npx tessl skill review --optimize ./openclaw/skills/camsnap/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Discovery

40%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description identifies a clear and distinctive niche (RTSP/ONVIF camera capture) but is too terse. It lacks a 'Use when...' clause and misses common user-facing trigger terms like 'IP camera', 'security camera', or 'video stream' that would help Claude select it appropriately.

Suggestions

Add a 'Use when...' clause, e.g., 'Use when the user needs to capture snapshots or video clips from IP cameras, or mentions RTSP streams, ONVIF devices, or security camera feeds.'

Include common synonyms and variations as trigger terms: 'IP camera', 'security camera', 'video stream', 'snapshot', 'surveillance camera', 'network camera'.

Expand the capability list with more specific actions, e.g., 'Capture still frames, record video clips, configure stream parameters, and connect to RTSP/ONVIF network cameras.'

DimensionReasoningScore

Specificity

Names the domain (RTSP/ONVIF cameras) and two actions (capture frames, capture clips), but doesn't elaborate on additional capabilities like configuration, streaming, saving formats, or other concrete operations.

2 / 3

Completeness

Describes what the skill does (capture frames/clips from cameras) but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. Per rubric guidelines, missing 'Use when' caps completeness at 2, and the 'what' is also minimal, warranting a 1.

1 / 3

Trigger Term Quality

Includes relevant technical keywords like 'RTSP', 'ONVIF', 'frames', and 'clips' that users familiar with IP cameras would use, but misses common variations like 'IP camera', 'security camera', 'video stream', 'snapshot', or 'surveillance'.

2 / 3

Distinctiveness Conflict Risk

RTSP/ONVIF camera frame/clip capture is a very specific niche that is unlikely to conflict with other skills. The protocol-specific terms (RTSP, ONVIF) clearly distinguish it.

3 / 3

Total

8

/

12

Passed

Implementation

87%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a well-crafted, concise skill that provides clear, actionable CLI commands for camera capture operations. Its main weakness is the lack of an explicit workflow sequence connecting discovery, setup, and capture steps, along with missing validation checkpoints (e.g., verifying camera connectivity before capturing). The brevity and specificity of commands are strong points.

Suggestions

Add a brief numbered workflow showing the recommended sequence: discover → add → doctor/probe → test snap → longer operations, with explicit validation at each step.

Include a verification step after adding a camera (e.g., `camsnap doctor --probe` to confirm connectivity before capturing).

DimensionReasoningScore

Conciseness

Very lean and efficient. No unnecessary explanations of what RTSP/ONVIF cameras are or how ffmpeg works. Every line provides actionable information.

3 / 3

Actionability

Provides specific, copy-paste ready commands for every operation: adding cameras, discovering, snapshotting, clipping, and motion watching with concrete flags and arguments.

3 / 3

Workflow Clarity

The commands are listed but there's no explicit sequenced workflow (e.g., discover → add → test → snap). The note about preferring a short test capture hints at validation but doesn't formalize it as a checkpoint. For a tool involving streaming/recording operations, a clearer sequence would help.

2 / 3

Progressive Disclosure

For a simple, under-50-line skill with a single tool focus, the content is well-organized into logical sections (setup, commands, notes) without needing external references.

3 / 3

Total

11

/

12

Passed

Validation

72%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation8 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

8

/

11

Passed

Repository
trpc-group/trpc-agent-go
Reviewed

Table of Contents

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