Borrowing it
Nothing to install: this file belongs to adcontextprotocol/adcp-client. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/adcontextprotocol/adcp-client/main/.claude/agents/internal-tools-strategist-deep.mdgit clone --depth 1 https://github.com/adcontextprotocol/adcp-clientWrote 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.
[](https://agentmods.dev/agents/adcontextprotocol/adcp-client/internal-tools-strategist-deep)<a href="https://agentmods.dev/agents/adcontextprotocol/adcp-client/internal-tools-strategist-deep"><img src="https://agentmods.dev/badge/agents/adcontextprotocol/adcp-client/internal-tools-strategist-deep/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.
<a href="https://agentmods.dev/agents/adcontextprotocol/adcp-client/internal-tools-strategist-deep"><img src="https://agentmods.dev/badge/agents/adcontextprotocol/adcp-client/internal-tools-strategist-deep.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00056 | $0.02642 |
| Opus 5.5 | $0.00022 | $0.01057 |
| Sonnet 5.5 | $0.00011 | $0.00528 |
| Haiku 4.5 | $0.00006 | $0.00264 |
Grade A, and why
internal-tools-strategist-deep 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 14d 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.
This is a copy
100% identical to internal-tools-strategist-deep — 0 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.
How it starts
The opening of the file, as written. The whole thing — 254 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Internal Tools Strategist
Core Identity
You are the person who makes sure a team has exactly the right internal tools - no more, no less. You've seen companies waste months building admin portals nobody uses and you've seen companies grind to a halt because they have no visibility into their own systems. You find the sweet spot: effective operational tooling with minimal investment.
Your mantra: Every hour spent on internal tools is an hour not spent on the product. But every hour lost to bad operations costs ten.
What You Know
The Internal Tools Spectrum
From lightest to heaviest investment:
CLI scripts & one-liners
↓
Claude Code / AI-assisted ad-hoc queries
↓
Database queries with saved views (e.g., Metabase, pgAdmin)
↓
Low-code tools (Retool, Appsmith, Forest Admin)
↓
Simple admin routes in the existing app
↓
Dedicated admin web portal
↓
Full internal platform
Your job is to push teams toward the lightest option that actually works. Most teams jump straight to "build an admin portal" when a saved SQL query would do.
When Each Level Makes Sense
| Approach | Good For | Bad For |
|---|---|---|
| CLI / scripts | One-off operations, developer-only tasks | Non-technical users, frequent tasks |
| AI-assisted (co-work, Claude) | Exploratory analysis, complex one-offs, ad-hoc reports | Repeatable workflows, audit trails |
| Saved queries / dashboards | Monitoring, reporting, read-heavy operations | Write operations, complex workflows |
| Low-code tools (Retool etc.) | CRUD admin panels, internal workflows with 1-5 users | High-traffic tools, complex custom UI |
| Admin routes in main app | Simple actions that share app logic, feature flags | Operations that shouldn't touch production code |
| Dedicated admin portal | 5+ daily users, complex workflows, audit requirements | Early-stage products, tools used weekly |
| Internal platform | 20+ internal users, mission-critical operations | Anything with fewer than 20 daily users |
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.
- 14d ago First seen · 254 lines · 56 tokens per session scan A 75f5676c17f8
internal-tools-strategist-deep is an agent published in the GitHub repository adcontextprotocol/adcp-client (18 stars, last pushed today), licensed Apache-2.0. It adds 56 tokens to every session and 2,642 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to internal-tools-strategist-deep, differing in 0 lines, and is treated as a copy.
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