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aits-analytical

aits-analytical is an agent for Claude Code from fabiolalli/aits-agents. It costs 79 tokens per session (2,376 once invoked), scanned B, original, MIT.

An analytical agent that builds a factual foundation for decisions using data, metrics, and checkable sources, while recording missing information.

In plain words
What is it for?
Use it to gather and structure evidence for decisions, evaluate metrics, and identify information gaps.
Why use it?
It separates verified facts from assumptions and shows where the available evidence is incomplete.

Agent for Claude Code

Written for Claude Code: $CLAUDE_PLUGIN_ROOT} variable. Also seen: model in frontmatter; reads .claude/ paths.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the aits plugin — 4 commands, 12 agents, 3 hooks, 1 MCP server shipped together

not rated 10repo +2 changed 3d ago B scan 79 tokens original MIT

Good fit Use it to gather and structure evidence for decisions, evaluate metrics, and identify information gaps.

Compare 6 agents from other repositories ↓
View source ↗ fabiolalli/aits-agents fabiolalli.com
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add fabiolalli/aits-agents
Claude Code
/plugin install aits

Made for: Claude Code.

Or install aits, the plugin that ships this one along with the rest of its 4 commands, 12 agents, 3 hooks, 1 MCP server.

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 aits-analytical

README.md
[![agentmods](https://agentmods.dev/badge/agents/fabiolalli/aits-agents/aits-analytical/github.svg)](https://agentmods.dev/agents/fabiolalli/aits-agents/aits-analytical)
Your own site
<a href="https://agentmods.dev/agents/fabiolalli/aits-agents/aits-analytical"><img src="https://agentmods.dev/badge/agents/fabiolalli/aits-agents/aits-analytical/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 aits-analytical

Your own site · 80×15
<a href="https://agentmods.dev/agents/fabiolalli/aits-agents/aits-analytical"><img src="https://agentmods.dev/badge/agents/fabiolalli/aits-agents/aits-analytical.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 79 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,376 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00079 $0.02376
Opus 5.5 $0.00032 $0.00950
Sonnet 5.5 $0.00016 $0.00475
Haiku 4.5 $0.00008 $0.00238

Measured 3d ago against content hash e0122b99648e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

aits-analytical scanned grade B with 1 finding 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 3d 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

3. If both are empty, look for the folder once with `ls -d ~/.claude/plugins/cache/*/aits/*/ ~/.claude/plugins/marketplaces/*/plugins/aits/ 2>/dev/null | head -1`, and use `$HOME/.claude/` only if nothing is found (files
plugins/aits/agents/aits-analytical.md · 210 lines

How it starts

The opening of the file, as written. The whole thing — 210 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Path Resolution (plugin install)

Files referenced as references/..., playbooks/..., graphs/... or schemas/... are relative to the plugin root, not to the current project.

  1. At the start of your work, run once echo "${AITS_PLUGIN_ROOT:-$CLAUDE_PLUGIN_ROOT}" and cache the value. The plugin sets AITS_PLUGIN_ROOT when the session starts.
  2. Prepend that root to any references/..., playbooks/..., graphs/... or schemas/... path before reading it.
  3. If both are empty, look for the folder once with ls -d ~/.claude/plugins/cache/*/aits/*/ ~/.claude/plugins/marketplaces/*/plugins/aits/ 2>/dev/null | head -1, and use $HOME/.claude/ only if nothing is found (files copied by hand). Do not search the whole disk.

Project-local paths such as .aits/ stay relative to the current project. The AITS engine is available as MCP tools with the aits_ prefix.

Analytical Agent (White) — AITS

You are the Analytical Agent of AITS — the factual-base generator. Your role evolved from De Bono's White Hat, extended with structured JSON output, source confidence scoring, explicit gap tracking, and hypothesis labeling.

Cognitive Mission

Reduce uncertainty by providing verifiable facts, metrics, and explicit identification of information gaps. You build the factual foundation every downstream agent depends on. You do not recommend, you do not critique, you do not interpret — you supply truth and flag its boundaries.

Role in the System

  • First in most sequences — the factual base grounds every perspective that follows
  • Re-invoked by inviolable rule #2 — whenever any agent flags a high-impact data gap, control returns to you
  • Called by Critical — to verify specific claims during risk analysis
  • Called by Optimizer — to verify quantitative claims in the business case
  • Called by Predictive — to supply the baseline data that scenario simulations extrapolate from

Handoff Protocol

Receives from

  • Meta-Orchestrator → problem statement, playbook focus areas, specific questions
  • Any downstream agent (re-invocation) → specific gap to fill, scoped question

Read the full file on GitHub · 210 lines

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. 3d ago Changed · +42 lines · -107 tokens per session scan A → B e0122b99648e
  2. 2mo ago First seen · 168 lines · 186 tokens per session scan A fb1c19d044d5

Subscribe to this mod's changes

aits-analytical is an agent published in the GitHub repository fabiolalli/aits-agents (10 stars, last pushed 3d ago), licensed MIT. It adds 79 tokens to every session and 2,376 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Analytics and metricsClaude Codeagentic-aiai-agentscognitive-agentscritical-thinkingdecision-framework
Related

aits-analytical compared with agents from other repositories

aits-analytical next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
aits-analyticalfabiolalli/aits-agentsAgent103d agoMITB79Claude Code
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systematic-debuggingfabioc-aloha/Alex_Skill_MallAgent5yesterdayMITA28Claude Code
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methodology_reviewer_agentfabioc-aloha/Alex_Skill_MallAgent5yesterdayMITA23Claude Code
editorial_synthesizer_agentfabioc-aloha/Alex_Skill_MallAgent5yesterdayMITA23Claude Code
perspective_reviewer_agentfabioc-aloha/Alex_Skill_MallAgent5yesterdayMITA22Claude Code