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Agent skill

Assemblyai Debug Bundle

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Produce a redacted AssemblyAI diagnostic bundle for support and incident triage.

MITAuto-check passed

Install Assemblyai Debug Bundle

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill assemblyai-debug-bundle -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace assemblyai-debug-bundle --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/assemblyai-debug-bundle .claude/skills/assemblyai-debug-bundle && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
assemblyai-debug-bundle
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
470 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Produce a redacted AssemblyAI diagnostic bundle for support and incident triage.

  • Works in 6 steps: Define incident scope, audience, region,… → Inventory logs before copying and label… → Extract only allowlisted metadata and… → …
  • Evidence is needed without exposing keys
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Needs ASSEMBLYAI_API_KEY

What it does

Assemblyai Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Produce a redacted AssemblyAI diagnostic bundle for support and incident triage. Use when evidence is needed without exposing keys, URLs, audio, transcripts, or prompts. Trigger with "AssemblyAI debug bundle" or "support evidence".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live AssemblyAI work requires network access

The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Evidence is needed without exposing keys
  • With AssemblyAI debug bundle
  • Support evidence

Example prompts

  • “AssemblyAI debug bundle”
  • “support evidence”
  • “/assemblyai-debug-bundle”

Requirements

  • A credential in ASSEMBLYAI_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code; live AssemblyAI work requires network access
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Define incident scope, audience, region, and evidence expiry.
  2. Inventory logs before copying and label content-bearing fields.
  3. Extract only allowlisted metadata and hash stable identifiers when useful.
  4. Replace every secret or content field with a fixed marker.
  5. Scan the staged bundle for secrets and speech-derived content.
  6. Obtain review, transfer securely, and record destruction date.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • ASSEMBLYAI_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code; live AssemblyAI work requires network access

    From compatibility in the SKILL.md frontmatter.

Context cost

Assemblyai Debug Bundle loads about 1.1k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 470 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 470 words, ~1,066 tokens.

Download SKILL.mdSave it as .claude/skills/assemblyai-debug-bundle/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
assemblyai-debug-bundle
description
Produce a redacted AssemblyAI diagnostic bundle for support and incident triage. Use when evidence is needed without exposing keys, URLs, audio, transcripts, or prompts. Trigger with "AssemblyAI debug bundle" or "support evidence".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live AssemblyAI work requires network access
argument-hint
<incident-id> <environment> <time-window>
version
1.12.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, assemblyai
model
inherit
effort
high

AssemblyAI Privacy-safe Diagnostic Bundle

Overview

Produce a redacted AssemblyAI diagnostic bundle for support and incident triage. Treat live audio, transcript content, credentials, spend, and destructive state as separately governed boundaries.

Prerequisites

  • The target repository or integration path and the requested operator outcome.
  • The AssemblyAI project, environment, region, data classification, and accountable owner.
  • Current first-party documentation plus credentials only for a narrowly approved live check.

Current Contract

Allowlisted evidence includes hosts, SDK version, operation, models, hashed IDs, status transitions, timestamps, durations, response or close codes, delivery attempts, and termination state. Exclude authorization values, signed URLs, token responses, audio, transcript text, prompts, and full callback bodies by default.

Authentication

For live work, inject ASSEMBLYAI_API_KEY from an approved secret manager and send the raw value only in the AssemblyAI Authorization header to the configured first-party host. Never print, commit, place in a URL, or expose it to an untrusted client. Callback secrets and temporary streaming tokens are separate credentials.

Instructions

  1. Define incident scope, audience, region, and evidence expiry.
  2. Inventory logs before copying and label content-bearing fields.
  3. Extract only allowlisted metadata and hash stable identifiers when useful.
  4. Replace every secret or content field with a fixed marker.
  5. Scan the staged bundle for secrets and speech-derived content.
  6. Obtain review, transfer securely, and record destruction date.

Tool Discipline

Use Read, Glob, and Grep to inspect repository code, configuration, fixtures, and evidence. Use Write and Edit only for approved implementation or documentation changes. Do not call AssemblyAI, upload audio, open a streaming session, mint a token, replay a callback, deploy, rotate a key, or delete a transcript merely because this skill was invoked.

Show full SKILL.md (198 more words)Show less

Approval Boundaries

Require an accountable owner before live audio processing, production credential or endpoint changes, paid model or capacity changes, content retention, callback replay, deployment, or deletion. Read-only repository inspection and synthetic offline validation do not authorize live vendor actions.

Failure Modes

  • Recursive environment dumps collect unrelated secrets.
  • Full vendor responses remain sensitive after key removal.
  • Hashing low-entropy personal values is not anonymization.

Output

Return the operation scope, environment, region, contract surface, authorization class, model and feature decisions, deterministic validation results, content-free identifiers, risks, cleanup or rollback state, and a concise pass/fail receipt. Exclude credentials, signed URLs, audio, transcript text, prompts, and customer-derived content.

Example

  • Start with the named environment, approved regional host, synthetic fixture identity, and bounded operation budget.
  • Finish with safe IDs, contract and assertion counts, terminal state, cleanup status, and the decision owner; never reproduce speech content.

Validation

Rerun the smallest relevant deterministic check, compare actual state with the requested outcome and current first-party contract, verify sensitive fields are absent from evidence, and confirm rollback, termination, or deletion state before reporting success.

References

Review the dated first-party evidence map before relying on any model, parameter, limit, price, region, or lifecycle claim.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/assemblyai-debug-bundle of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Assemblyai Debug Bundle next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Assemblyai Debug Bundle compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Assemblyai Debug Bundle this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
Triage Snmp Diagnosticsnetdata/netdata81k—~3kAutomated safety check: PassGPL-3.0
Triage Support Bundlenetdata/netdata81k—~2.7kAutomated safety check: PassGPL-3.0
Triaging Security Incidentmukul975/Anthropic-Cybersecurity-Skills34k—~2.3kAutomated safety check: PassApache-2.0
Superset Incident Triagesuperset-sh/superset15k—~1kAutomated safety check: PassCustom licence
Debugasgeirtj/system_prompts_leaks69k—~439Automated safety check: PassCC0-1.0

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Questions about Assemblyai Debug Bundle

What does Assemblyai Debug Bundle do?

Produce a redacted AssemblyAI diagnostic bundle for support and incident triage. Assemblyai Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Produce a redacted AssemblyAI diagnostic bundle for support and incident triage.

When should I use Assemblyai Debug Bundle?

Assemblyai Debug Bundle fits situations like: evidence is needed without exposing keys; with AssemblyAI debug bundle; support evidence.

How do I install Assemblyai Debug Bundle in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill assemblyai-debug-bundle -a claude-code`. Or copy the skill folder (skills/.curated/assemblyai-debug-bundle in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/assemblyai-debug-bundle in your project. Claude Code loads it when a task matches its description.

How do I install Assemblyai Debug Bundle in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill assemblyai-debug-bundle -a codex`. Or copy the skill folder (skills/.curated/assemblyai-debug-bundle in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/assemblyai-debug-bundle in your project. Codex loads it when a task matches its description.

Can I use Assemblyai Debug Bundle in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill assemblyai-debug-bundle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/assemblyai-debug-bundle, .gemini/skills/assemblyai-debug-bundle, .github/skills/assemblyai-debug-bundle and .opencode/skills/assemblyai-debug-bundle in your project.

What does Assemblyai Debug Bundle need to run?

Going by SKILL.md and its folder, Assemblyai Debug Bundle needs credentials named ASSEMBLYAI_API_KEY. Our summary lists: A credential in ASSEMBLYAI_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live AssemblyAI work requires network access.

Does Assemblyai Debug Bundle access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Assemblyai Debug Bundle safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Assemblyai Debug Bundle use?

Assemblyai Debug Bundle is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Assemblyai Debug Bundle use?

About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 347 tokens, read only when the agent opens those files.

What are the alternatives to Assemblyai Debug Bundle?

Skills that share tags, products or a category with Assemblyai Debug Bundle: Triage Snmp Diagnostics (netdata/netdata, 81k stars), Triage Support Bundle (netdata/netdata, 81k stars), Triaging Security Incident (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Superset Incident Triage (superset-sh/superset, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Assemblyai Debug Bundle?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.