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deepgram-java-management-api

Use when writing or reviewing Java code in this repo that calls Deepgram Management APIs for projects, project models, API keys, members, invites, usage, and billing. Covers `client.manage().v1().*` plus related think-model discovery under `client.agent().v1().settings().think().models()`. Use `deepgram-java-voice-agent` for live agent conversations instead of admin APIs. Triggers include "management api", "list projects", "api keys", "members", "invites", "usage", "billing", and "models".

71

Quality

86%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

This is a solid SDK skill that provides actionable, executable Java code and a comprehensive API surface overview. Its main weakness is the lack of explicit validation/verification steps for destructive management operations (key creation/deletion, member management), and some sections could be tightened for conciseness. The progressive disclosure and reference structure are well done.

Suggestions

Add explicit validation/verification steps for destructive operations (e.g., after creating or deleting a key, verify the result by re-listing keys).

Trim the 'Central product skills' section to a single line with the install command, removing the explanatory paragraph about what it ships.

DimensionReasoningScore

Conciseness

Generally efficient but includes some unnecessary explanation (e.g., the 'Central product skills' section at the bottom, the 'When to use this product' section explaining what other skills to use). The API surface listing and gotchas are dense and useful, but some items could be tightened.

2 / 3

Actionability

Provides fully executable Java code for authentication, listing projects, and accessing sub-resources. The API surface section gives concrete method chains that are copy-paste ready, and the gotchas section provides specific, actionable warnings with exact class/method names.

3 / 3

Workflow Clarity

The quick start sections establish a logical sequence (authenticate → list projects → use project ID for sub-resources) with a guard against empty projects. However, there are no explicit validation checkpoints for destructive operations (create/delete keys, members, invites), and the workflow for those operations is only hinted at via commented-out examples.

2 / 3

Progressive Disclosure

Well-structured with clear sections progressing from authentication to quick starts to API surface to gotchas. References to example files, in-repo source paths, external docs, and the central skills bundle are clearly signaled and one level deep. Content is appropriately split between overview and referenced materials.

3 / 3

Total

10

/

12

Passed

Description

100%

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 is an excellent skill description that covers all key dimensions well. It specifies concrete capabilities, includes natural trigger terms, explicitly states both what and when, and clearly distinguishes itself from a related skill. The inclusion of exact API method paths and a boundary condition with the voice agent skill is particularly strong.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions and API domains: projects, project models, API keys, members, invites, usage, billing, and think-model discovery. Also specifies the exact client method paths like `client.manage().v1().*` and `client.agent().v1().settings().think().models()`.

3 / 3

Completeness

Clearly answers both 'what' (writing/reviewing Java code calling Deepgram Management APIs for specific domains) and 'when' (explicit 'Use when' clause at the start, plus explicit trigger terms listed). Also includes a boundary condition distinguishing it from the voice agent skill.

3 / 3

Trigger Term Quality

Includes a comprehensive set of natural trigger terms that users would actually say: 'management api', 'list projects', 'api keys', 'members', 'invites', 'usage', 'billing', and 'models'. These cover common variations of what a developer working with Deepgram management APIs would search for.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche (Deepgram Management APIs in Java). Explicitly differentiates itself from the `deepgram-java-voice-agent` skill for live agent conversations, reducing conflict risk. The specific API paths and domain terms make it unlikely to trigger incorrectly.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
deepgram/deepgram-java-sdk
Reviewed

Table of Contents

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