CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

agenty

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

Quality

66%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/agenty/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 delivers a concrete, executable Membrane-CLI workflow for Agenty with a well-handled connection state machine, but it is dragged down by a hollow overview section, an empty-description actions table, a dangling "Step 2" reference, and no validation guidance for the destructive and batch operations it exposes.

Suggestions

Fix the dangling navigation: "skip to **Step 2**" points to a label that doesn't exist — either add an explicit "Step 2" heading to the connection/search sections or reword to reference the section name.

Add a validation/confirmation checkpoint before destructive and batch actions (Delete Agent, Delete Agent Schedule, Stop Job), e.g. verifying the correct agent/job ID and confirming with the user before running, and show how to re-check state afterward.

Trim wasted tokens: remove the content-free "Agenty Overview" bullet list and either populate the Popular actions table's empty Description column with a one-line purpose per action or drop the column and link to `membrane action list` output instead.

DimensionReasoningScore

Conciseness

The core workflow is lean and command-driven, but the "Agenty Overview" bullet list is content-free filler ("Use action names and parameters as needed") and the 21-row Popular actions table has an entirely empty Description column — mostly efficient but with unnecessary padding that could be tightened, matching anchor 3.

3 / 5

Actionability

Commands are concrete and copy-paste ready (install, connection ensure, action list/run, proxy with a full flag table), but `membrane login --tenant --clientName=<agentType>` is incomplete — the `--tenant` flag shows no value — a minor gap in a critical-path command, matching anchor 4 rather than 5.

4 / 5

Workflow Clarity

The install → login → connection → poll-state → search → run sequence is present with good state-machine handling (READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR), but "skip to **Step 2**" references a label that does not exist, and destructive/batch operations (Delete Agent, Delete Agent Schedule, Stop Job, batch scraping jobs) have no validation or confirmation guidance — the rubric's destructive/batch cap holds this at 3.

3 / 5

Progressive Disclosure

A single self-contained file with no bundle files and clear one-level section headers; there are no nested or buried references, though the Popular actions table and detailed clientAction semantics are inline material that could live in a separate reference file — good structure with minor organization gaps, matching anchor 4.

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 names the Agenty domain and includes an explicit 'Use when' clause, but its capability statement is generic. It omits Agenty's actual capabilities (web scraping, agents, jobs, lists) and natural trigger terms a user would say.

Suggestions

Replace generic verbs with concrete Agenty capabilities, e.g. "Run web scraping jobs, manage agents and schedules, and read/write list records via the Agenty API."

Add natural trigger terms such as "scraping", "web scraping", "agents", "jobs", or "extract data from websites" to the Use-when clause so users' phrasing matches without naming Agenty explicitly.

State what Agenty is (a web scraping and automation platform) in the description so the skill is distinguishable from generic data-management tools.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" uses only generic verbs with no concrete Agenty capabilities (web scraping, agents, jobs, lists, schedules); it names the domain but the actions are minimal or generic, matching anchor 2 rather than 3 which requires 1-2 concrete actions.

2 / 5

Completeness

Both a what ("Manage data, records, and automate workflows") and an explicit when ("Use when the user wants to interact with Agenty data") are present, but the when is circular (restates "Agenty data" rather than naming triggers) and the what is generic, fitting anchor 4 rather than 5.

4 / 5

Trigger Term Quality

"Agenty" is the key trigger term, but common natural phrases users would say — "scraping", "web scraping", "agents", "jobs", "extract data" — are absent, matching anchor 3 (some relevant keywords but missing common variations).

3 / 5

Distinctiveness Conflict Risk

"Agenty" is a distinctive proper noun and the trigger is domain-scoped, giving a clear niche, but the generic action phrasing ("Manage data, records, and automate workflows") leaves minor overlap risk with other data-management or automation skills, matching anchor 4.

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/agenty/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.