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forest-admin

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

56

Quality

65%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/forest-admin/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 is a highly actionable, well-structured CLI guide with real validation checkpoints in the connection flow. It is held back by some explanatory padding and slightly inconsistent step labeling.

Suggestions

Trim the Forest Admin overview paragraph and rationale prose ('so you can focus on…'); assume Claude knows the product category.

Fix the step numbering so 'Step 1'/'Step 2'/'1b' are explicitly labeled instead of referenced implicitly.

Add a verification step after running actions or proxy requests (e.g., check the `output`/response status before proceeding), since record/data operations can be destructive.

DimensionReasoningScore

Conciseness

Mostly efficient with copy-paste CLI commands, but the opening paragraph explaining what Forest Admin is and prose like 'so you can focus on the integration logic rather than auth plumbing' are unnecessary explanation Claude does not need.

3 / 5

Actionability

Provides concrete, executable commands across install, auth, connect, search, run, and proxy (including a flag table), covering the common cases with only minor gaps.

4 / 5

Workflow Clarity

Clear install→auth→connect→poll→search→run sequence with explicit state validation (READY/BUILDING/CLIENT_ACTION_REQUIRED) and a re-poll feedback loop, but 'Step 2'/'1b' references are not cleanly labeled and there is no verification after action execution.

4 / 5

Progressive Disclosure

Single well-organized SKILL.md with clear section headers and an external docs link; no bundle files exist so there are no nested references, but the structure has minor organization gaps (e.g., the thin 'Popular actions' section).

4 / 5

Total

15

/

20

Passed

Description

62%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 answers both what and when with a clear named-product niche, but its action language is generic and its trigger terms lack synonyms or variation. It is solid but not comprehensive.

Suggestions

Replace generic verbs with concrete capabilities (e.g., 'browse collections, filter and edit records, trigger workflows') to lift specificity.

Broaden the trigger clause with natural synonyms users say (e.g., 'admin panel', 'internal tool', 'manage records', 'Forest Admin dashboard').

Make the 'when' clause cover the automation half of the 'what' (e.g., 'Use when managing records or automating workflows in Forest Admin').

DimensionReasoningScore

Specificity

Names the domain (Forest Admin) and ~3 actions ('Manage data, records, and automate workflows'), but the actions are generic verbs rather than concrete capabilities, matching anchor 3 over 4.

3 / 5

Completeness

Provides both a 'what' (Forest Admin integration; manage data/records; automate workflows) and an explicit 'when' ('Use when the user wants to interact with Forest Admin data'), though the trigger is somewhat narrow.

4 / 5

Trigger Term Quality

Includes relevant keywords ('Forest Admin', 'data', 'records', 'workflows', 'interact with Forest Admin data') but lacks synonyms or common variations users might say, fitting anchor 3.

3 / 5

Distinctiveness Conflict Risk

The named product (Forest Admin) gives a clear niche with distinct triggers, but generic 'manage data/records' phrasing carries minor overlap risk with broad data skills.

4 / 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.

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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