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forcemanager

ForceManager integration. Manage data, records, and automate workflows. Use when the user wants to interact with ForceManager 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/forcemanager/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 skill body is highly actionable with executable CLI commands and a clear connection state machine including feedback loops. It loses points mainly on minor verbosity and the absence of separated reference material for the longer API detail.

Suggestions

Remove the duplicated action-list command in 'Popular actions' and the filler line 'Use action names and parameters as needed' to tighten token use.

Add a short validation note after running actions (e.g. check the 'output' field and handle empty/error results) to complete the workflow feedback loop.

Consider moving the clientAction/state-machine detail into a references file and keeping SKILL.md as a concise overview.

DimensionReasoningScore

Conciseness

The body is mostly efficient executable commands, but minor padding remains ('This will burn less tokens', a duplicated action-list command in 'Popular actions', and the throwaway line 'Use action names and parameters as needed').

4 / 5

Actionability

Nearly every section gives copy-paste ready commands with flags and expected output fields (connection ensure, get --wait, action list/run, request proxy), covering the common cases concretely.

5 / 5

Workflow Clarity

There is a clear install → login → ensure connection → poll state → search → run sequence with explicit state-based checkpoints and re-poll feedback in the connection flow, but the action-running steps lack validation guidance for results.

4 / 5

Progressive Disclosure

Content is organized into well-labeled sections (Overview, Install, Authentication, Connecting, Searching, Running, Proxy, Best practices) with no nested references, though it is a single inlined file with no detailed material split out.

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 clearly targeted to a named app and includes an explicit 'Use when' trigger, satisfying both what and when. Its main weakness is generic action language and limited trigger-term variety.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete ForceManager objects such as leads, opportunities, activities, visits, and orders.

Add natural trigger synonyms users say, e.g. 'Use when working with ForceManager CRM data, leads, opportunities, or field sales activities.'

DimensionReasoningScore

Specificity

Names the ForceManager domain plus a few actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete CRM operations like leads, opportunities, or visits.

3 / 5

Completeness

It answers both 'what' ('Manage data, records, and automate workflows') and 'when' ('Use when the user wants to interact with ForceManager data'), with the trigger explicit though not richly specific.

4 / 5

Trigger Term Quality

The phrase 'interact with ForceManager data' provides the core app keyword, but it lacks natural synonyms or common variations a user might say (e.g. 'CRM', 'sales', 'leads', 'opportunities').

3 / 5

Distinctiveness Conflict Risk

ForceManager is a specific named CRM application, giving it a clear niche with minimal overlap risk against 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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