company-deep-dive

company-deep-dive is a skill for Claude Code from Nimbleway/agent-skills. It costs 194 tokens per session (3,234 once invoked), scanned A, original, MIT.

A research workflow for investigating a specific company using Nimble's web data tools. It gathers and combines information about the company, including earlier research when available.

In plain words
What is it for?
Company research, background checks, due diligence, business analysis, and refreshing an existing company report.
Why use it?
It helps turn scattered web findings into a company background report and can focus on changes since a previous report.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents; names the AskUserQuestion tool; mentions Claude Code.

Part of the nimble plugin — 15 skills, 1 command, 2 agents shipped together

Good fit Company research, background checks, due diligence, business analysis, and refreshing an existing company report.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nimbleway/agent-skills/company-deep-dive
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 Nimbleway/agent-skills --skill company-deep-dive
Clone the repo
git clone --depth 1 https://github.com/Nimbleway/agent-skills

Made for: Claude Code.

Or install nimble, the plugin that ships this one along with the rest of its 15 skills, 1 command, 2 agents.

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 company-deep-dive

README.md
[![agentmods](https://agentmods.dev/badge/skills/nimbleway/agent-skills/company-deep-dive/github.svg)](https://agentmods.dev/skills/nimbleway/agent-skills/company-deep-dive)
Your own site
<a href="https://agentmods.dev/skills/nimbleway/agent-skills/company-deep-dive"><img src="https://agentmods.dev/badge/skills/nimbleway/agent-skills/company-deep-dive/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 company-deep-dive

Your own site · 80×15
<a href="https://agentmods.dev/skills/nimbleway/agent-skills/company-deep-dive"><img src="https://agentmods.dev/badge/skills/nimbleway/agent-skills/company-deep-dive.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 194 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,234 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 28
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 241
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found 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 $0.00194 $0.03234
Opus 5 $0.00097 $0.01617
Sonnet 5 $0.00039 $0.00647
Haiku 4.5 $0.00019 $0.00323

Measured 12d ago against content hash 0c110911f801, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

company-deep-dive 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 12d 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.

skills/company-deep-dive/SKILL.md · 326 lines

How it starts

The opening of the file, as written. The whole thing — 326 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Company Deep Dive

360° company research powered by Nimble's web data APIs.

User request: $ARGUMENTS

Before running any commands, read references/nimble-playbook.md for Claude Code constraints (no shell state, no &/wait, sub-agent permissions, communication style).


Instructions

Step 0: Preflight

Follow the transport selection + standard preflight from references/nimble-playbook.md — pick CLI or MCP at session start, then run the standard preflight calls (date calc, today, profile, memory index) in parallel.

From the results:

  • CLI missing or API key unset → references/profile-and-onboarding.md, stop
  • Tag all nimble CLI calls: nimble --client-source nimble-agent-skills <subcommand>. MCP requests are attributed at the transport level — see references/nimble-playbook.md.
  • Profile exists → note it for context (company name helps frame the research). Read ~/.nimble/memory/companies/index.md to check if the target company already has prior research. Follow [[path/entity]] cross-references to load related context.
    • Prior research exists: Load it. Run in refresh mode — focus on what's new since the last report date. Tell the user: "I have prior research on [Company] from [date]. Refreshing with latest data."
    • No prior research: Run in full mode — comprehensive across all dimensions.
  • No profile → that's fine. Company deep dive doesn't require onboarding (unlike competitor-intel). Proceed directly to Step 1.

Step 1: Identify Target Company

Parse the target company from $ARGUMENTS or the user's message.

If clear (e.g., "research Stripe", "tell me about Datadog"):

  • Extract the company name
  • Run two Bash calls simultaneously to confirm identity:
    • nimble search --query "[Company] official site" --max-results 3 --search-depth lite
    • nimble search --query "[Company] company overview" --max-results 5 --search-depth lite
  • Confirm briefly: "Researching [Company] ([domain])..."

Read the full file on GitHub · 326 lines

Files

What ships with it

4 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. 12d ago First seen · 326 lines · 194 tokens per session scan A 0c110911f801

Subscribe to this mod's changes

company-deep-dive is a skill published in the GitHub repository Nimbleway/agent-skills (53 stars, last pushed 16d ago), licensed MIT. It adds 194 tokens to every session and 3,234 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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