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coderpad

CoderPad integration. Manage Pads. Use when the user wants to interact with CoderPad data.

Quality

71%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

68%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 content is highly actionable, with concrete CLI commands for every step of the connect-and-run workflow and good state-polling guidance. Its main weaknesses are the absence of validation/confirmation guidance around destructive actions and minor filler plus a dangling "Step 2" reference.

Suggestions

Add a best-practice rule for destructive actions: confirm with the user before running delete/update actions (e.g. run get-question or get-pad first to show what will be affected).

Fix the dangling "skip to **Step 2**" reference by numbering the workflow steps consistently, and remove the low-value "CoderPad Overview" tree and the "When to use which actions" filler line.

Clarify that the action "Key" from the popular-actions table (e.g. list-pads) is what `membrane action run` accepts, and include one worked example with a real action key and input JSON.

DimensionReasoningScore

Conciseness

The body is mostly lean executable commands and tables, but contains minor over-explanation: the opening paragraph explaining what CoderPad is ("CoderPad is a technical interview platform used by recruiters and engineers...") and filler like "When to use which actions: Use action names and parameters as needed."

4 / 5

Actionability

Nearly every section gives copy-paste-ready commands (install, login, connection ensure, polling, action list/run, proxy flags). Minor gap: the popular-actions table lists "Key" values while `action run` takes `<actionId>` without clarifying the relationship, and there is no worked example running a real action with actual input JSON.

4 / 5

Workflow Clarity

The install → login → connect → poll → search → run sequence is clear with good state-based branching (READY / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR). However, destructive actions such as "Delete Question" are listed with no validation, confirmation, or verify-before-delete guidance, which caps workflow clarity at 3.

3 / 5

Progressive Disclosure

A single well-sectioned file with no nested references and appropriately inlined tables. Minor gaps: the body says "skip to **Step 2**" but no Step 2 heading exists, and the "CoderPad Overview" bullet tree adds little navigational value.

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 the required what/when structure and is highly distinctive thanks to the named product, but it is thin. "Manage Pads" is generic, and the trigger vocabulary omits interview-related terms users would naturally say.

Suggestions

Replace "Manage Pads" with concrete actions, e.g. "Create, list, update, and inspect interview Pads; manage interview questions and organization users".

Expand the trigger clause to include natural synonyms: "Use when the user mentions CoderPad, interview pads, coding interviews, interview questions, or candidate interview activity".

Mention retrieving pad events and organization stats so the what-clause reflects the actual action coverage shown in the body.

DimensionReasoningScore

Specificity

"Manage Pads" is a single generic verb plus a domain object, closely matching the anchor-2 example "Processes PDF files". It does not list 1-2 concrete actions (create/list/update pads, questions) as anchor 3 requires.

2 / 5

Completeness

Both parts are present: what ("CoderPad integration. Manage Pads.") and when ("Use when the user wants to interact with CoderPad data"). The when is explicit but could be more specific with concrete trigger phrases, so not 5.

4 / 5

Trigger Term Quality

"CoderPad" and "Pads" are relevant keywords, but common natural variations are missing — no mention of "interview", "coding interview", "technical interview", or "questions". Not 4, since a few natural terms users would say are absent.

3 / 5

Distinctiveness Conflict Risk

CoderPad is a named niche product and "Pads" is CoderPad-specific terminology, giving a clear niche with distinct triggers and minimal conflict risk with other skills.

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/coderpad/SKILL.md

Reviewed

Table of Contents

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