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centrifuge

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

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/centrifuge/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 strong, executable Membrane CLI guidance with a well-handled connection-state workflow, including a genuine feedback loop for CLIENT_ACTION_REQUIRED states. Its weaknesses are padding (an empty overview list, a duplicated section) and broken cross-references ('Step 2' is never defined). Tightening these would move it from good to excellent.

Suggestions

Remove the 'Centrifuge Overview' bullet list and the 'Popular actions' section that only repeats the discovery command — either list actual popular actions (query pool state, list transactions) or delete the section.

Fix the workflow numbering: define numbered steps (1. connect, 2. discover/run) so the 'skip to Step 2' reference and the '1b' subsection resolve, and add a short error-handling note for failed action runs (checking the output/error fields).

Clarify 'membrane login --tenant --clientName=<agentType>' — specify what value --tenant expects or drop it if none is needed.

DimensionReasoningScore

Conciseness

The body is mostly efficient and command-focused, but contains unnecessary padding: the 'Centrifuge Overview' bullet list (Pool / Pool State / Transaction / Invoice plus 'Use action names and parameters as needed') conveys almost nothing, the opening paragraph explains what the platform is, and the 'Popular actions' section repeats the discovery command already given verbatim. This matches 'Mostly efficient but includes some unnecessary explanation or could be tightened' rather than anchor 4's minor-instances bar.

3 / 5

Actionability

Concrete, copy-paste-ready commands cover the common cases — install, login (including headless code completion), connection ensure with polling, action list/run with --input JSON, and a full proxy flag table. It falls short of anchor 5 because the 'Popular actions' section promises actions but lists none (just a repeated discovery command) and 'membrane login --tenant --clientName=<agentType>' leaves --tenant's expected value unexplained.

4 / 5

Workflow Clarity

The install → authenticate → connect → poll-until-ready → discover → run sequence is clear, and the state-branching guidance (READY / BUILDING / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR) with re-polling forms an explicit feedback loop for connection setup. Minor gaps keep it below anchor 5: 'skip to Step 2' references a step that is never labeled (sections are '1b' and unnumbered), and there is no validation or error-handling guidance for action run results.

4 / 5

Progressive Disclosure

No bundle files exist and all content is inline; at this size nearly everything present arguably belongs in SKILL.md, and the sections are clearly headed and easy to navigate. Organization gaps — the duplicated action-list instruction across 'Searching for actions' and 'Popular actions', and the inconsistent step numbering — match anchor 4 ('minor organization gaps') rather than 5's cleanly split, well-signaled structure.

4 / 5

Total

15

/

20

Passed

Description

48%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 a clear, explicit 'Use when' trigger tied to a distinctive platform name, but the capability statement is generic filler that fails to convey what the skill concretely does (manage pools, transactions, invoices, tokenized-asset data). Natural trigger variations for the Centrifuge/DeFi domain are absent. Overall it reads closer to the 'Processes data' bad example than to a strong description.

Suggestions

Replace the generic 'Manage data, records, and automate workflows' with concrete capabilities drawn from the body, e.g. 'Manage Centrifuge pools, transactions, and invoices: query pool state, run actions, and automate on-chain asset financing workflows via the Membrane CLI.'

Add natural trigger terms and synonyms users would actually say, such as 'Centrifuge pools', 'tokenized real-world assets', 'on-chain financing', or 'Centrifuge API'.

State the mechanism (Membrane CLI with server-side auth) in the description so the 'what' answers how the skill interacts with Centrifuge, not just that it does.

DimensionReasoningScore

Specificity

The description names the domain ("Centrifuge integration") but its actions — "Manage data, records, and automate workflows" — are entirely generic, never mentioning concrete capabilities like pools, invoices, transactions, or tokenized asset financing that the body clearly supports. It matches the anchor 'Names the domain but actions are minimal or generic' rather than score 3, which requires at least 1-2 concrete actions.

2 / 5

Completeness

The 'when' is explicitly present ("Use when the user wants to interact with Centrifuge data"), but the 'what' is vague — "Manage data, records, and automate workflows" does not convey what the skill actually does. It sits between anchor 3 and anchor 4: unlike the anchor-3 example (clear what, weak when), this has the mirror problem of explicit when but vague what, warranting the midpoint-lower score rather than 4.

3 / 5

Trigger Term Quality

"Centrifuge" and "Centrifuge data" are natural keywords a user would say, but the description misses common variations and synonyms users would actually use (pools, tokenization, on-chain assets, invoices, real-world asset financing). "Data", "records", and "workflows" are generic filler, not domain keywords, so it does not reach anchor 4's good keyword coverage.

3 / 5

Distinctiveness Conflict Risk

"Centrifuge" pins a clear niche with distinct triggers and minimal conflict risk with other skills, but the generic tail "automate workflows" could spuriously trigger for unrelated workflow-automation skills, matching anchor 4 ('Mostly distinct; minor overlap risk') rather than 5.

4 / 5

Total

12

/

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/centrifuge/SKILL.md

Reviewed

Table of Contents

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