CtrlK
BlogDocsLog inGet started
Tessl Logo

deepgram-python-management-api

Use when writing or reviewing Python code in this repo that calls Deepgram Management APIs - projects, API keys, members, invites, usage, billing, models, and reusable Voice Agent configurations. Covers `client.manage.v1.projects`, project-scoped resources under `client.manage.v1.projects.*` (keys, members, members.invites, usage, billing, models, requests), global `client.manage.v1.models`, think-model discovery at `client.agent.v1.settings.think.models`, and `client.voice_agent.configurations.*`. Use `deepgram-python-voice-agent` when you want to run an agent interactively, this skill to PERSIST/LIST agent configs. Triggers include "management API", "list projects", "API keys", "members", "usage stats", "billing", "list models", "agent configurations", "manage.v1".

68

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

65%

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

A highly actionable, executable reference with strong SDK-specific gotchas, weakened by mild gotcha/code-comment duplication and the absence of explicit validation checkpoints for destructive operations and any progressive-disclosure bundle files. It reads as a solid inline reference rather than an overview that fans out to detail files.

Suggestions

Add an explicit validation/feedback loop for destructive calls — e.g. a 'safe testing' note like 'list before delete: confirm the key_id from `keys.list()` before running `keys.delete`' — to lift workflow clarity above 2.

Dedupe the Gotchas list against the inline code comments; keep gotchas as a checklist of points NOT already shown in the quick-start examples to tighten conciseness toward 3.

Move the per-resource API detail (keys/members/invites/usage/billing/models) into a bundled `references/` file and have SKILL.md overview point to it one level deep, improving progressive disclosure rather than keeping everything inline.

DimensionReasoningScore

Conciseness

Mostly lean — quick-start code and a gotchas list with little concept-explanation fluff — but the Gotchas section restates points already inline in the code comments (e.g. gotcha #2 on projects.* nesting, #4 on `config=json.dumps`, #5 on agent-block-only). Tightening this mild duplication would push it to a 3.

2 / 3

Actionability

Fully executable, copy-paste-ready code throughout: `client.manage.v1.projects.list()`, `keys.create(project_id=pid, request={...})`, `configurations.create(project_id=pid, config=json.dumps(...))`, and an async equivalent. Method names and argument shapes are specific, including the non-obvious `request=` payload form.

3 / 3

Workflow Clarity

Quick-start sections are sequenced by resource type and note 'Delete is irreversible' / 'Wire tests typically comment out destructive calls', but there is no explicit validate-then-proceed feedback loop for destructive or batch operations. Per the rubric, missing validation checkpoints for destructive ops caps workflow clarity at 2.

2 / 3

Progressive Disclosure

Reasonable section organization and no deep reference nesting, but no bundle files exist (no references/, scripts/, assets/) and all content lives inline in SKILL.md; per-resource reference material that could be split out is kept inline. References point to repo paths (`examples/50-56`, `tests/wire/...`) and an in-repo `reference.md` rather than a bundled progressive-disclosure structure.

2 / 3

Total

9

/

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.

A strong, specific description with explicit 'Use when' triggers, a concrete capability list, and clear disambiguation from the sibling voice-agent skill. It does not pad with vague fluff and reads as a focused management-API trigger.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities — 'projects, API keys, members, invites, usage, billing, models, and reusable Voice Agent configurations' — plus concrete API surfaces like `client.manage.v1.projects`, `client.agent.v1.settings.think.models`, and `client.voice_agent.configurations.*`. The second-person comparative clause ('when you want to run an agent') is the canonical 'Use when...' trigger form, not a 'You can use this' formulation, so no specificity penalty applies.

3 / 3

Completeness

Clearly answers both 'what' (catalogs the manage.v1 / agent / voice_agent resource surfaces) and 'when' (opens with 'Use when writing or reviewing Python code in this repo that calls Deepgram Management APIs'). Both halves are explicit.

3 / 3

Trigger Term Quality

An explicit 'Triggers include' list covers natural terms a user would actually say: "management API", "list projects", "API keys", "members", "usage stats", "billing", "list models", "agent configurations", "manage.v1" — good coverage of common phrasings.

3 / 3

Distinctiveness Conflict Risk

Draws a clear boundary against the sibling skill: 'Use `deepgram-python-voice-agent` when you want to run an agent interactively, this skill to PERSIST/LIST agent configs.' The management-API niche is distinct and 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-python-sdk
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.