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3scribe

3Scribe integration. Manage data, records, and automate workflows. Use when the user wants to interact with 3Scribe data.

Quality

72%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/3scribe/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%Weight 40%Scale 1-5

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

The body is a solid, command-dense integration guide: every phase of the workflow has an executable command, explicit connection-state handling, and useful best practices. The main defects are small: a dangling 'Step 2' reference with no numbered steps, an empty Popular-actions description column, and a couple of trimmable filler sections.

Suggestions

Resolve the dangling reference: either number the workflow steps explicitly (e.g., '### Step 1: Connect', '### Step 2: Find and run actions') or replace 'skip to Step 2' with the actual section name ('skip to Searching for actions').

Fill in the empty Description cells of the Popular actions table and add one concrete 3Scribe example, e.g. `membrane action run fetch-transcript --connectionId=... --input '{"jobId": "..."}' --json`, so the most common operations are copy-paste ready.

Trim the intro ('It's used by content creators... content repurposing') and the bare '3Scribe Overview' section to a single line of context, since neither informs any action the agent takes.

DimensionReasoningScore

Conciseness

The body is dominated by lean, command-first guidance (install, login, connection ensure, polling, action run, proxy flags), with only minor trimmable spots: the marketing-adjacent intro ('It's used by content creators, businesses, and educational institutions... This helps with accessibility, searchability, and content repurposing') and the content-free '3Scribe Overview' section listing just 'File / Transcription / Workspace'. These are minor instances of over-explanation (anchor 4), not pervasive padding (anchor 3).

4 / 5

Actionability

Commands are copy-paste ready with concrete flags and JSON examples covering install, auth (including headless completion), connection, polling, action discovery/execution, and proxying. It falls short of 5 due to minor gaps: the 'Popular actions' table has empty Description cells and no 3Scribe-specific action invocation example showing real parameter values (only a generic '{"key": "value"}' input).

4 / 5

Workflow Clarity

The sequence (install → authenticate → connect → poll until READY → handle CLIENT_ACTION_REQUIRED → search actions → run → proxy fallback) is clear, with explicit state-based checkpoints and a re-poll feedback loop after user actions. It misses 5 because the text twice says 'skip to **Step 2**' but no step numbered 2 (nor any numbered steps) exists in the document, leaving the workflow's anchor point dangling.

4 / 5

Progressive Disclosure

This is a single-file skill with no bundle files; sections are well organized (Install, Authentication, Connecting, Searching, Running, Proxy, Best practices) and the official docs URL is provided. It matches 'good structure; most content appropriately placed; minor organization gaps' — the gaps being the empty '3Scribe Overview' section and no quick-start-oriented ordering of the most common path.

4 / 5

Total

16

/

20

Passed

Description

57%Weight 40%Scale 1-5

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 has the right structure — domain naming plus an explicit 'Use when' trigger — and is safely distinct thanks to the 3Scribe brand name. However, it never states what 3Scribe actually does (transcription/captioning), and its action list is generic data-management filler, so it would not fire on natural requests like 'transcribe this audio'.

Suggestions

State the actual capability in the description, e.g., 'Create transcription jobs, fetch transcripts, and search transcription records in 3Scribe' instead of the generic 'Manage data, records, and automate workflows'.

Add natural trigger terms users would say — 'transcribe', 'transcription', 'captions', 'subtitles', 'audio or video to text' — to the 'Use when' clause, e.g., 'Use when the user wants to transcribe audio/video, fetch transcripts, or manage 3Scribe transcription jobs'.

Mention the artifacts involved (transcripts, transcription jobs, caption files) so the 'what' is concrete rather than abstract data-management language.

DimensionReasoningScore

Specificity

The description names the domain ("3Scribe integration") but the stated actions — "Manage data, records, and automate workflows" — are generic, with no concrete capability (e.g., transcription, captions, fetching transcripts) mentioned. This matches the anchor 'Names the domain but actions are minimal or generic' rather than level 3, which requires 1-2 concrete actions.

2 / 5

Completeness

Both parts are explicitly present: what ("Manage data, records, and automate workflows") and an explicit when ("Use when the user wants to interact with 3Scribe data"). It falls short of 5 because neither part contains concrete trigger phrases, and the 'what' is vague enough that the skill's actual purpose (transcription) is unstated.

4 / 5

Trigger Term Quality

It has one strong relevant keyword ("3Scribe") plus generic terms ("data", "records"), but is missing every natural phrase a user would say — "transcribe", "transcription", "captions", "transcript", "audio/video to text". Some relevant keywords but missing common variations, matching anchor 3 rather than 4.

3 / 5

Distinctiveness Conflict Risk

The distinct app name "3Scribe" anchors both the what and the when clause, giving a clear niche with minimal mis-trigger risk for users who name the app. It stops short of 5 because the generic "Manage data, records, and automate workflows" phrasing overlaps with broad data/automation skills.

4 / 5

Total

13

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

membranedev/application-skills

Path

skills/3scribe/SKILL.md

Reviewed

Table of Contents

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