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Agent skill

Exa Debug Bundle

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

Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data.

MITAuto-check passedBackend & APIs

Install Exa Debug Bundle

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace exa-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/exa-debug-bundle .claude/skills/exa-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
exa-debug-bundle
GitHub stars
2.8k
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
550 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data.

  • Works in 6 steps: Set the incident window, environment,… → Collect configuration names and hashes… → Record request IDs, statuses, tags,… → …
  • Reviewing this Exa boundary
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Needs EXA_API_KEY

What it does

Exa Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data. Use when operating or reviewing this Exa boundary. Trigger with "Exa debug bundle", "review Exa debug bundle", or "fix Exa debug bundle".

Its SKILL.md is about 1.2k 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 Exa work requires network access

It sits in Backend & APIs, covering Reproducible research. 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

  • Reviewing this Exa boundary
  • With Exa debug bundle
  • Review Exa debug bundle
  • Fix Exa debug bundle

Example prompts

  • “Exa debug bundle”
  • “review Exa debug bundle”
  • “fix Exa debug bundle”
  • “/exa-debug-bundle”

Requirements

  • A credential in EXA_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code; live Exa 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. Set the incident window, environment, data classification, and evidence owner.
  2. Collect configuration names and hashes rather than secret values.
  3. Record request IDs, statuses, tags, timing, counts, and retry decisions.
  4. Replace queries, URLs, prompts, schemas, and content with approved fingerprints or categories.
  5. Scan the candidate bundle for keys, bearer headers, presigned URLs, and customer text.
  6. Encrypt, time-bound, and delete the bundle according to the incident policy.

What it can do on your machine

Read from SKILL.md and the folder at commit 23ea8d4. 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:

    • EXA_API_KEY

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

  • Compatibility

    Designed for Claude Code; live Exa work requires network access

    From compatibility in the SKILL.md frontmatter.

Context cost

Exa Debug Bundle loads about 1.2k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 550 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.7k

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 23ea8d4, republished under its MIT licence (© jeremylongshore). 550 words, ~1,209 tokens.

Download SKILL.mdSave it as .claude/skills/exa-debug-bundle/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
exa-debug-bundle
description
Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data. Use when operating or reviewing this Exa boundary. Trigger with "Exa debug bundle", "review Exa debug bundle", or "fix Exa debug bundle".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live Exa work requires network access
argument-hint
<incident-window> <request-ids>
version
1.12.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, exa
model
inherit
effort
high

Exa Privacy-safe Debug Bundle

Overview

Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data. Treat credentials, queries, retrieved content, generated output, spend, and destructive state as separately governed boundaries.

Prerequisites

  • The target repository, environment, Exa team, product surface, and accountable owner.
  • The workload's data classification, latency and freshness promise, cost ceiling, and retention policy.
  • Current first-party documentation plus credentials only for a narrowly approved live check.

Current Contract

Useful Exa evidence includes endpoint family, SDK version, request ID, status, error tag, timing, result and status counts, cost, freshness mode, and retry history. Sensitive values and web content are unnecessary for most first-line diagnosis.

Authentication

For normal REST work, inject EXA_API_KEY from an approved server-side secret manager and send it only as Authorization: Bearer to the configured first-party Exa API host. Team Management service keys, hosted MCP OAuth or enterprise managed authorization, and payment-protocol calls are separate trust models. Never print, commit, place in a URL, or expose a credential to an untrusted client.

Instructions

  1. Set the incident window, environment, data classification, and evidence owner.
  2. Collect configuration names and hashes rather than secret values.
  3. Record request IDs, statuses, tags, timing, counts, and retry decisions.
  4. Replace queries, URLs, prompts, schemas, and content with approved fingerprints or categories.
  5. Scan the candidate bundle for keys, bearer headers, presigned URLs, and customer text.
  6. Encrypt, time-bound, and delete the bundle according to the incident policy.

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 Exa, run paid research, create or alter a Monitor, Webset, Agent run, Batch, team, member, API key, budget, webhook, or deployment merely because this skill was invoked.

Approval Boundaries

Require an accountable owner before live queries involving sensitive intent, production credentials, spend or rate-limit changes, forced live crawling, generated summaries, external delivery, deployment, member or key changes, schedule creation, or destructive cancellation, stopping, deletion, or revocation. Read-only repository inspection and synthetic offline validation do not authorize live vendor actions.

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

Failure Modes

  • Environment dumps commonly expose EXA_API_KEY and unrelated secrets.
  • Returned highlights, summaries, and Agent output may contain sensitive third-party text.
  • A support bundle without request IDs or timestamps is difficult to correlate.

Output

Return the operation scope, environment, team and product surface, authorization class, contract and policy decisions, deterministic validation results, content-free identifiers, status and cost counts, risks, cleanup or rollback state, and a concise pass or fail receipt. Exclude credentials, raw queries, prompts, presigned URLs, retrieved content, generated output, and customer-derived data unless separately approved.

Example

  • Share two request IDs, error tags, latency percentiles, SDK version, and a hashed config snapshot instead of raw payloads.
  • Finish with request or resource IDs, assertion counts, cost and terminal state, rollback or deletion status, and the decision owner; never reproduce secrets or retrieved content.

Validation

Rerun the smallest relevant deterministic test, compare actual behavior with the requested outcome and current first-party contract, verify sensitive fields are absent from evidence, and confirm deadlines, terminal state, downstream retention, and rollback before reporting success.

References

Review the dated first-party evidence map before relying on any endpoint, parameter, search type, price, limit, beta, compliance, identity, retry, 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/exa-debug-bundle of jeremylongshore/tons-of-skills-marketplace.

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

Open the folder on GitHubat commit 23ea8d4

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in jeremylongshore/tons-of-skills-marketplace, which our catalogue first saw on October 8, 2026.

Compare with similar skills

Exa 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.

Exa Debug Bundle compared with similar skills
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Exa Debug Bundle this skilljeremylongshore/tons-of-skills-marketplace2.8k1 repos~1.2kAutomated safety check: PassMIT
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Bio Ensembl RESTGPTomics/bioSkills1.2k2 repos~3.6kAutomated safety check: PassMIT
Bio Workflow Management Nf Core PipelinesGPTomics/bioSkills1.2k1 repos~4.1kAutomated safety check: PassMIT
Osf APIwentorai/research-plugins2981 repos~2kAutomated safety check: PassMIT
Peer ReviewK-Dense-AI/claude-scientific-writer2.4k2 repos~3.1kAutomated safety check: NotesMIT

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Categories

Questions about Exa Debug Bundle

What does Exa Debug Bundle do?

Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data. Exa Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data.

When should I use Exa Debug Bundle?

Exa Debug Bundle fits situations like: reviewing this Exa boundary; with Exa debug bundle; review Exa debug bundle; fix Exa debug bundle.

How do I install Exa Debug Bundle in Claude Code?

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

How do I install Exa Debug Bundle in Codex?

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

Can I use Exa 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 exa-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/exa-debug-bundle, .gemini/skills/exa-debug-bundle, .github/skills/exa-debug-bundle and .opencode/skills/exa-debug-bundle in your project.

What does Exa Debug Bundle need to run?

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

Does Exa 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 Exa 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 Exa Debug Bundle use?

Exa 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 Exa Debug Bundle use?

About 1.2k tokens (SKILL.md is roughly 4.8k 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 459 tokens, read only when the agent opens those files.

What are the alternatives to Exa Debug Bundle?

Skills that share tags, products or a category with Exa Debug Bundle: Reproducible Code Data Setup (BingHanOfUESTC/open_agent_team, 106 stars), Bio Ensembl REST (GPTomics/bioSkills, 1.2k stars), Bio Workflow Management Nf Core Pipelines (GPTomics/bioSkills, 1.2k stars) and Osf API (wentorai/research-plugins, 298 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Exa Debug Bundle?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,821 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 8, 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.