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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".

80

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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 lean, actionable reference: executable Java quick-starts, a concrete API-surface map, a guarded workflow, and well-layered pointers to deeper sources. It avoids explaining concepts Claude already knows and structures detail one level deep.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence: it skips basic Java/Deepgram explanations and lets code, an API-surface list, and gotchas carry the load, with every section earning its tokens; only a mildly promotional 'Central product skills' tail keeps it from being perfectly tight, but it is not verbose enough to drop to 2.

3 / 3

Actionability

Quick-start blocks are complete, executable Java with real imports and typed method chains, and the API-surface section gives concrete copy-paste-ready method paths, meeting the 'fully executable code/commands' anchor rather than the pseudocode level below.

3 / 3

Workflow Clarity

The project-models quick start sequences list -> guard -> index with an explicit validation checkpoint (`if (projects.isEmpty()) throw ...`), and the gotchas flag destructive create/delete calls as commented out; the single-action workflow is unambiguous with a checkpoint, so it is not capped at 2.

3 / 3

Progressive Disclosure

With no bundle files present, the body is organized into clear sections and the 'API reference (layered)' block provides one-level-deep pointers to in-repo source, the OpenAPI spec, Context7, and product docs, giving easy navigation without nested references.

3 / 3

Total

12

/

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.

The description is specific, well-triggered, complete, and clearly distinguished from sibling skills. It names concrete capabilities, provides natural trigger terms, and explicitly answers both what and when.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities (projects, project models, API keys, members, invites, usage, billing) plus exact SDK method paths, matching the 'multiple specific concrete actions' anchor rather than the 'some actions' level below.

3 / 3

Completeness

Clearly states what it does (Deepgram Management APIs for the listed resources) and when to use it via an explicit 'Use when...' clause plus a 'Triggers include' list, satisfying both what and when; not capped at 2 because the trigger guidance is explicit.

3 / 3

Trigger Term Quality

An explicit 'Triggers include' list uses natural terms users would say ("list projects", "api keys", "members", "invites", "usage", "billing", "models"), giving good coverage rather than only some relevant keywords.

3 / 3

Distinctiveness Conflict Risk

Scoped to Java code calling Deepgram Management APIs and explicitly redirects live-agent work to `deepgram-java-voice-agent`, giving it a clear niche unlikely to trigger the wrong skill.

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
deepgram/deepgram-java-sdk
Reviewed

Table of Contents

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