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flagsmith

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

55

Quality

62%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/flagsmith/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 content is a well-structured, action-oriented CLI guide with a clear connection state machine and feedback loops, weakened mainly by a marketing-flavored intro and a couple of filler lines that dilute token efficiency.

Suggestions

Trim the introductory paragraph ('Flagsmith is a feature flag and remote configuration service...') to one line and remove filler like 'Use action names and parameters as needed.'

Label the 'Searching for actions' section as 'Step 2' or reword the 'skip to Step 2' reference so the workflow's forward jumps resolve to actual headers.

Replace the empty 'Popular actions' section with 1-2 concrete example action invocations, or drop the section if discovery via 'action list' is the intended path.

DimensionReasoningScore

Conciseness

The body is mostly concrete CLI commands, but the opening paragraph explaining what Flagsmith is ('A/B testing, gradual rollouts, and personalized experiences') and filler like 'Use action names and parameters as needed.' are unnecessary padding.

3 / 5

Actionability

It provides many concrete, executable commands (connection ensure, action run --json, request proxy) and a flag table, but relies on placeholders (CONNECTION_ID, <actionId>) and lacks a fully worked end-to-end example.

4 / 5

Workflow Clarity

The connect -> poll -> search -> run sequence is clear with a feedback loop (re-poll after CLIENT_ACTION_REQUIRED) and error-state handling, but 'skip to Step 2' references an unlabeled section and there is no final verification of action results.

4 / 5

Progressive Disclosure

The file is well-sectioned with no nested references, but it is a ~140-line monolithic document with no bundle files; the thin 'Popular actions' section is essentially filler that could be consolidated.

4 / 5

Total

15

/

20

Passed

Description

57%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 correctly identifies the Flagsmith niche and includes a usable 'Use when' trigger, but its capability list is generic ('manage data, records, and automate workflows') rather than naming Flagsmith-specific concepts like feature flags, segments, traits, and environments.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete Flagsmith actions, e.g. 'Toggle feature flags, manage segments and traits, and configure environments'.

Expand the trigger phrase to include natural synonyms users say: 'Use when the user wants to manage feature flags, remote config, segments, traits, or environments in Flagsmith.'

Add file/term coverage such as 'feature flags', 'rollouts', and 'Flagsmith API' to improve trigger term quality.

DimensionReasoningScore

Specificity

It names the Flagsmith domain but the actions ('Manage data, records, and automate workflows') are generic rather than concrete Flagsmith capabilities like feature flags, segments, or traits.

2 / 5

Completeness

Both a 'what' (Flagsmith integration, manage data/records/workflows) and an explicit 'when' ('Use when...interact with Flagsmith data') are present, though the 'when' is generic rather than tied to specific triggers.

4 / 5

Trigger Term Quality

'Flagsmith' and an explicit 'Use when the user wants to interact with Flagsmith data' clause provide a relevant keyword, but common natural synonyms (feature flags, remote config, environments) are missing.

3 / 5

Distinctiveness Conflict Risk

Naming a specific product (Flagsmith) gives it a clear niche and distinct triggers with minimal conflict risk, though the generic action verbs ('manage data, records') leave minor overlap with other data skills.

4 / 5

Total

13

/

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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