audio-transcriber-operations

audio-transcriber-operations is a skill for Codex from Knuckles-Team/audio-transcriber. It costs 53 tokens per session (317 once invoked), scanned A, a copy of gitlab-api-operations, MIT.

Operating guidance for using the audio-transcriber service through its controlled tools, including transcription and knowledge-graph storage.

In plain words
What is it for?
It helps inspect the service, run transcription or ingestion workflows, troubleshoot them, and verify the resulting records and evidence.
Why use it?
It reduces mistakes by requiring verified access, current tool details, safe handling of credentials, and confirmation that changes were saved.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit It helps inspect the service, run transcription or ingestion workflows, troubleshoot them, and verify the resulting records and evidence.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/knuckles-team/audio-transcriber/audio-transcriber-operations
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Knuckles-Team/audio-transcriber --skill audio-transcriber-operations
Clone the repo
git clone --depth 1 https://github.com/Knuckles-Team/audio-transcriber

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for audio-transcriber-operations

README.md
[![agentmods](https://agentmods.dev/badge/skills/knuckles-team/audio-transcriber/audio-transcriber-operations/github.svg)](https://agentmods.dev/skills/knuckles-team/audio-transcriber/audio-transcriber-operations)
Your own site
<a href="https://agentmods.dev/skills/knuckles-team/audio-transcriber/audio-transcriber-operations"><img src="https://agentmods.dev/badge/skills/knuckles-team/audio-transcriber/audio-transcriber-operations/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for audio-transcriber-operations

Your own site · 80×15
<a href="https://agentmods.dev/skills/knuckles-team/audio-transcriber/audio-transcriber-operations"><img src="https://agentmods.dev/badge/skills/knuckles-team/audio-transcriber/audio-transcriber-operations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 317 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 84% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00053 $0.00317
Opus 5 $0.00026 $0.00159
Sonnet 5 $0.00011 $0.00063
Haiku 4.5 $0.00005 $0.00032

Measured 9d ago against content hash 7fc7050f7a32, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

audio-transcriber-operations scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

84% identical to gitlab-api-operations — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

audio_transcriber/skills/audio-transcriber-operations/SKILL.md · 34 lines

What it actually says

Audio Transcriber Operations

Use the provider's governed MCP tools through GraphOS delegation.

Workflow

  1. Establish the verified GraphSession and tenant before discovery or retrieval.
  2. Discover the current condensed tool surface; never assume a stale tool name or schema.
  3. Prefer read-only inspection first. For changes, present impact and use the provider's dry-run or preview mode when available.
  4. Execute mutations as fenced WorkItems so retries remain idempotent and auditable.
  5. Ingest source data only through the signed connector preset and ChangeEnvelope path.
  6. Verify the durable result and its trace/evidence before reporting completion.

Safety contract

  • Never persist credentials, endpoints, raw personal identifiers, hostnames, or local paths.
  • Resolve TLS trust and verification from environment/configuration; never hardcode bypasses.
  • Treat unknown ACL, tenant, schema, or tool-contract state as a hard failure.
  • Require explicit approval for destructive, externally visible, or irreversible actions.
  • Keep runtime traces policy-scoped and privacy-sanitized.

Specialized workflows

Read the workflow catalog only when the request needs a provider-specific procedure, parameter map, script, or reference asset.

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 34 lines · 53 tokens per session scan A 7fc7050f7a32

Subscribe to this mod's changes

audio-transcriber-operations is a skill published in the GitHub repository Knuckles-Team/audio-transcriber (2 stars, last pushed 11d ago), licensed MIT. It adds 53 tokens to every session and 317 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 84% identical to gitlab-api-operations, differing in 6 lines, and is treated as a copy.

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