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platform-backend

Server-side architecture and security — API design, error handling, validation, logging. Use when building APIs, server logic, or reviewing backend security.

Install with Tessl CLI

npx tessl i github:ravnhq/ai-toolkit --skill platform-backend
What are skills?

63

1.06x

Quality

44%

Does it follow best practices?

Impact

99%

1.06x

Average score across 3 eval scenarios

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/platform/platform-backend/SKILL.md
SKILL.md
Review
Evals

Quality

Discovery

67%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This description provides a solid foundation with clear 'what' and 'when' components, earning full marks for completeness. However, it relies on category names rather than concrete actions, and the trigger terms could be expanded to include more natural user language variations. The scope is broad enough that it may conflict with more specialized API or security skills.

Suggestions

Add more specific concrete actions like 'Design RESTful endpoints', 'Implement authentication flows', 'Configure rate limiting' instead of category labels

Expand trigger terms to include common variations users would say: 'REST API', 'endpoints', 'authentication', 'middleware', 'Express', 'FastAPI', 'backend code'

DimensionReasoningScore

Specificity

Names the domain (server-side architecture) and lists some actions (API design, error handling, validation, logging), but these are more categories than concrete actions. Lacks specific verbs like 'implement', 'configure', or 'audit'.

2 / 3

Completeness

Clearly answers both what (server-side architecture covering API design, error handling, validation, logging) and when (building APIs, server logic, reviewing backend security) with an explicit 'Use when' clause.

3 / 3

Trigger Term Quality

Includes relevant keywords like 'APIs', 'server logic', 'backend security' that users might say, but missing common variations like 'REST', 'endpoints', 'authentication', 'middleware', or 'Node/Express/Django'.

2 / 3

Distinctiveness Conflict Risk

Reasonably specific to backend/server work, but 'API design' and 'security' could overlap with other skills focused on API documentation, general security, or specific frameworks. The scope is somewhat broad.

2 / 3

Total

9

/

12

Passed

Implementation

22%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This skill provides almost no actionable backend guidance - it's mostly meta-instructions about when to use the skill and generic troubleshooting. The two principles stated are too abstract without code examples, and the actual backend patterns (API design, error handling, validation, logging, security) are entirely delegated to an external file without any concrete examples in the main skill.

Suggestions

Add concrete, executable code examples for each claimed capability: API endpoint structure, validation patterns, error handling middleware, and logging setup

Replace the generic 3-step meta-workflow with actual backend development workflows (e.g., 'Designing an API endpoint: 1. Define input schema with Zod/Joi, 2. Implement guard clauses, 3. Add structured logging...')

Include at least one complete, copy-paste-ready example showing error handling and validation for a typical API endpoint

Remove or condense the boilerplate Troubleshooting section which describes generic skill-usage issues rather than backend-specific problems

DimensionReasoningScore

Conciseness

The content is relatively lean but includes boilerplate sections (Troubleshooting, Examples) that add little value for Claude. The actual backend-specific guidance is minimal - just two principles and a reference to external rules.

2 / 3

Actionability

No concrete code examples, API patterns, validation snippets, or executable guidance. The principles are abstract ('throw early', 'never swallow errors') without showing how. The workflow is generic meta-instructions rather than backend-specific actions.

1 / 3

Workflow Clarity

The 3-step workflow is meta-level guidance about using the skill itself, not actual backend development workflow. No validation checkpoints, error handling patterns, or concrete sequences for API design, security review, or server logic tasks.

1 / 3

Progressive Disclosure

References external rules via [rules/_sections.md] which is appropriate one-level-deep linking. However, the main content is thin and the troubleshooting/examples sections feel like filler rather than well-organized progressive content.

2 / 3

Total

6

/

12

Passed

Validation

90%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

Total

10

/

11

Passed

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.