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procfu

ProcFu integration. Manage Organizations, Users. Use when the user wants to interact with ProcFu data.

62

Quality

74%

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/procfu/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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 executable Membrane CLI commands and clear state-driven connection handling including validation feedback loops. It is tight and well-structured, with only minor redundancy and a slightly loose step numbering to tighten.

Suggestions

Tighten the "Popular actions" section, which currently repeats the search command from "Searching for actions" without adding examples.

Make the connection workflow's step numbering explicit (label Step 1 and Step 2) so the "skip to Step 2" reference resolves unambiguously.

Trim the opening paragraph explaining what ProcFu is, since the platform is identified by name and the user-facing trigger already establishes context.

DimensionReasoningScore

Conciseness

The body is mostly efficient, built around concrete commands and a flag table, with minor over-explanation (the ProcFu intro paragraph and a repeated action-list command under "Popular actions") that could be trimmed.

4 / 5

Actionability

Provides copy-paste-ready, fully executable commands for install, login, connection ensure/get, action list/run, and proxy requests, plus a concrete flags table covering the common cases.

5 / 5

Workflow Clarity

A clear install -> authenticate -> connect -> search -> run/proxy sequence exists with state-based validation checkpoints (READY/BUILDING/CLIENT_ACTION_REQUIRED) and a poll-again feedback loop, but the step numbering is loose ("skip to Step 2" without a labeled Step 1/2).

4 / 5

Progressive Disclosure

Single self-contained file with well-organized section headers and no nested references; appropriate for a CLI-driven skill, with minor organization gaps such as the thin, redundant "Popular actions" section.

4 / 5

Total

17

/

20

Passed

Description

66%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 is third-person, specific to a named platform, and includes an explicit Use-when clause. Its main weakness is generic action verbs ("Manage") and limited trigger phrase variety rather than comprehensive, natural keyword coverage.

Suggestions

Replace the generic verb "Manage" with concrete operations a user would request, e.g. "Create, list, update, and delete Organizations and Users in ProcFu".

Expand the trigger clause with natural phrases and the platform domain, e.g. "Use when the user mentions ProcFu, ProcFu organizations, ProcFu users, or wants to query ProcFu data".

DimensionReasoningScore

Specificity

Names the domain (ProcFu) and two concrete actions ("Manage Organizations, Users"), but "Manage" is generic and coverage is not comprehensive, matching the 1-2 concrete actions anchor.

3 / 5

Completeness

Explicitly answers what ("ProcFu integration. Manage Organizations, Users.") and when ("Use when the user wants to interact with ProcFu data."), with the when slightly generic rather than listing concrete trigger phrases.

4 / 5

Trigger Term Quality

Includes relevant keywords ("ProcFu", "Organizations", "Users", "ProcFu data") a user might say, but misses common variations or synonyms; falls at the some-relevant-keywords anchor.

3 / 5

Distinctiveness Conflict Risk

"ProcFu integration" targets a named, specific platform with distinct triggers and minimal overlap risk with other skills.

5 / 5

Total

15

/

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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