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tinybird

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

52

Quality

59%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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

Quality

Content

61%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 highly actionable with concrete CLI commands and a solid connection-state feedback loop, but it is padded with explanatory/marketing prose and has inconsistent step labeling and missing action-run validation.

Suggestions

Trim the introductory "what Tinybird is" paragraph and marketing phrases ("burn less tokens", "fastest way") to respect token budget.

Fix the step numbering: either label a clear "Step 2" section or replace the "skip to Step 2" references with concrete section links.

Add a brief validation/error-handling step after running actions (e.g. inspect the `output` field and handle non-READY or error states) given actions can be destructive or batched.

DimensionReasoningScore

Conciseness

Mostly efficient executable commands, but the intro paragraph explaining what Tinybird is and marketing phrasing like "burn less tokens and make communication more secure" add unnecessary padding.

3 / 5

Actionability

Provides concrete, copy-paste-ready Membrane CLI commands for login, connection ensure, action list/run, and proxy requests with a full options table; minor gaps around resolving the CONNECTION_ID placeholder inline.

4 / 5

Workflow Clarity

The connection sub-workflow has a clear polling feedback loop, but top-level step numbering is inconsistent (references to "Step 2" with no labeled Step 2) and there is no validation or error handling guidance around running actions.

3 / 5

Progressive Disclosure

Single-file skill with clear section headers and no nested references; well organized, though the "Popular actions" section partly duplicates "Searching for actions".

4 / 5

Total

14

/

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 correctly pairs a "Use when..." trigger with a named-product niche, but its capability list is vague and lacks concrete actions or natural trigger variations. Third-person voice is used appropriately.

Suggestions

Replace generic verbs with concrete Tinybird operations, e.g. "Query datasources, run pipes, and fetch records from Tinybird".

Add natural trigger synonyms such as "query Tinybird data", "run a Tinybird pipe", or "serve Tinybird APIs" to improve trigger-term coverage.

Tighten the "what" so it reads as specific actions rather than "manage data, records, and automate workflows".

DimensionReasoningScore

Specificity

Names the Tinybird domain but the actions are generic and minimal — "Manage data, records, and automate workflows" lists no concrete operations like query, create pipe, or fetch records.

2 / 5

Completeness

Provides both a "what" (Tinybird integration, manage data/records/workflows) and an explicit "when" ("Use when the user wants to interact with Tinybird data"), though the "what" is vague.

4 / 5

Trigger Term Quality

Includes the relevant keyword "Tinybird data" but misses common variations and synonyms a user might say (query, datasource, pipe, API).

3 / 5

Distinctiveness Conflict Risk

Tinybird is a specific named product giving it a clear niche, but the generic "manage data, records, automate workflows" framing creates minor overlap risk with general data 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.

Validation15 / 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
Reviewed

Table of Contents

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