CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

brightcove

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

Quality

70%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/brightcove/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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 delivers a largely executable, well-sequenced workflow with explicit connection-state checkpoints and a proxy fallback. Its main weaknesses are a padded intro explaining what Brightcove is, the absence of any concrete Brightcove-specific action example, and a dangling "Step 2" reference.

Suggestions

Delete or compress the opening paragraph explaining what Brightcove is ("Think of it as a YouTube for businesses...") — Claude already knows this — and remove the filler line "Use action names and parameters as needed.".

Add one worked example of a real Brightcove action (e.g. an action id like "video.list" with its --input and expected output) so the run path can be executed without guessing.

Fix the incoherent step references: "skip to **Step 2**" points at a step that is never defined, and pick one CLI invocation form ("membrane" vs "npx @membranehq/cli") consistently.

DimensionReasoningScore

Conciseness

The body is mostly efficient command-focused content, but pads it with concepts Claude already knows ("Brightcove is an online video platform... Think of it as a YouTube for businesses, but with more advanced features and analytics") and filler like "Use action names and parameters as needed.". This matches anchor 3 ("Mostly efficient but includes some unnecessary explanation or could be tightened"); not 4 because the intro paragraph and bare entity list are clearly trimmable padding.

3 / 5

Actionability

Concrete, executable commands throughout — "npm install -g @membranehq/cli@latest", "membrane connection ensure \"https://brightcove.com\" --json", "membrane action run <actionId> --connectionId=CONNECTION_ID --input '{\"key\": \"value\"}' --json", plus a complete proxy flag table. Matches anchor 4 ("Mostly executable guidance; concrete code or commands with minor gaps"); not 5 because there is no worked example of a real Brightcove action id covering a common case, and the CLI is invoked inconsistently ("membrane" vs "npx @membranehq/cli").

4 / 5

Workflow Clarity

The install → login → connect → poll → discover → run → proxy sequence is clear, with explicit state-based checkpoints ("READY / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR") and a recovery loop ("poll again with membrane connection get <id> --json to check if the state moved to READY"). Matches anchor 4 ("Clear sequence with most checkpoints present; minor validation gaps"); not 5 because "skip to **Step 2**" references a step that does not exist anywhere in the document.

4 / 5

Progressive Disclosure

No bundle files exist, so everything is inline in a single ~145-line SKILL.md, but it is well organized into clear sections (Install, Authentication, Connecting, Searching, Running actions, Proxy, Best practices) with no nested references. Matches anchor 4 ("Good structure; most content is appropriately placed... minor organization gaps"); not 5 because the skill exceeds the under-50-line simple-skill exception and detail like the clientAction field spec or proxy flag table could live in reference files.

4 / 5

Total

15

/

20

Passed

Description

61%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 an explicit use-when clause and a distinct, low-conflict trigger term (Brightcove), but its capability statement is generic. "Manage data, records, and automate workflows" could describe almost any integration skill and includes nothing specific to a video platform.

Suggestions

Replace "Manage data, records, and automate workflows" with concrete Brightcove capabilities, e.g. "Manage Brightcove videos, players, playlists, live streams, and analytics reports".

Add natural trigger terms and synonyms users would actually say, such as "video hosting", "upload video", "Brightcove player", or "video analytics".

Make the use-when clause task-specific rather than generic, e.g. "Use when the user wants to upload, query, or manage Brightcove videos, players, or playlists".

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the domain ("Brightcove integration") but the actions are generic with no video-platform-specific capabilities (no videos, players, playlists, uploads, or reports). This matches anchor 2 ("Names the domain but actions are minimal or generic"); it is not 3 because no concrete Brightcove-specific action is listed.

2 / 5

Completeness

Both halves are present — the what ("Brightcove integration. Manage data, records, and automate workflows") and an explicit when ("Use when the user wants to interact with Brightcove data"), but neither is concrete or specific. This matches anchor 4 ("Has both 'what' and 'when'; 'when' could be more explicit or specific"); it is not 5 because the trigger phrases are generic and the what is vague.

4 / 5

Trigger Term Quality

"Brightcove" and "Brightcove data" are the only relevant keywords, missing the natural phrases a user would say ("video", "upload video", "players", "playlists"). Like the anchor-3 example "Works with PDF files", it has the domain keyword but lacks common variations and synonyms.

3 / 5

Distinctiveness Conflict Risk

"Brightcove" is a clear niche trigger and the use-when clause ("interact with Brightcove data") is unambiguous, so there is minimal conflict risk with other skills. It matches anchor 5 ("Clear niche with distinct triggers; minimal conflict risk"); it is not 4 because the trigger term would not plausibly fire the wrong skill.

5 / 5

Total

14

/

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/brightcove/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.