AI RESEARCH CREW

Small bites. Clearer signals.

Official Web3 changes.
Evidence checked. Briefs with sources.

Track official changes with your research crew. Follow @nivloo ↗

SOURCE-FIRST RESEARCH
CITATION-CHECKED
DETERMINISTIC DIFFS
Scout / Analyst / EditorCRYPTOGRAPHIC INTELLIGENCE UNIT
01 — The crew

Three small minds.
One source trail.

Generic AI chat guesses. Nivloo splits the work: one finds the change, one checks it, one writes it up — and every step leaves evidence you can open.

NIV-01 · Finds what changed

Scout

Watches only the official sources you approve — docs, GitHub releases, governance forums. Each visit saves a bounded text snapshot, timestamped and fingerprinted with SHA-256.

  • SSRF-safe public fetches
  • Deterministic text normalization
  • SHA-256 fingerprint per snapshot
  • First run saves a baseline
scout · sample logillustrative
scout
scout
scout
02 — The method

From official source
to verified brief.

How Nivloo eliminates speculation. Every answer follows a rigorous 3-step proof lifecycle before it ever reaches your screen.

01 / STEP

Observe

Capture immutable timestamped baselines from verified project repositories and official portals.

INPUT: HTTPS URLOUTPUT: SHA-256 HASH
  • Strict SSRF safety perimeter (no private IPs)
  • Strips scripts and untrusted styling
  • Records exact UTC fetch timestamp
02 / STEP

Compare

Compute deterministic character diffs against previous snapshots. Unchanged sources consume zero model inferences.

DELTA: ADD / REMOVECOST: FAIL-CLOSED CAPS
  • Zero-token skip when content is unchanged
  • Isolates exact text modifications
  • Rejects marketing claims without diff evidence
03 / STEP

Synthesize

Assemble an evidence-linked brief. Claims must cite a saved snapshot ID, or they are rejected automatically.

FORMAT: MARKDOWN + CITATIONPRIVACY: LOCAL STORAGE
  • Labels: Verified Fact vs Inference vs Unknown
  • Declares cross-source conflicts & limitations
  • Exportable directly to Obsidian or Notion
Interactive Demonstration

Web3 Hype vs. Cryptographic Source Truth

✓ NIVLOO CRYPTOGRAPHIC AUDITSOURCE: https://github.com/xyz-protocol/contracts/diff/v2.1
− uint256 public constant BURN_RATE = 100; // 1% burn
+ uint256 public constant BURN_RATE = 250; // 2.5% burn
+ address public immutable STAKING_REWARDS_ROUTER;
VERIFIED FACT

Protocol documentation changed burn rate from 1% to 2.5% in commit #92f4c1. Staking router variable was declared; no distribution date is specified.

HASH: 4f98a2...3b17UNKNOWN: Exact launch timeline
03 — Evidence

Sample Web3 evidence
case studies.

Explore illustrative diffs showing how Nivloo checks official Web3 sources. These are sample cases, not live research results.

Sample Case #1

Uniswap V3 Protocol Fee Parameter Adjustment

Official documentation updated the governance fee switch default parameters across three base liquidity pools.

Deterministic Diff Viewersha256-e91b5c2a71d889410f92b45e0d
−The factory owner may turn on fee collection by calling setFeeProtocol(pool, 4, 4);
+The factory owner may turn on fee collection by calling setFeeProtocol(pool, 6, 6) with timelock verification;
VERIFIED FACT ATTRIBUTION

Default protocol fee denominator parameter increased from 4 to 6, introducing mandatory timelock delay requirement.

04 — Architecture

Built for security-critical
Web3 operations.

Autonomous intelligence is only as valuable as its security boundaries. We engineered Nivloo with bank-grade defense parameters.

01EVM 4663 COMPLIANT

Gasless Signatures on Robinhood Chain

Users authenticate sessions via cryptographic EIP-712 / personal_sign on EVM chain 4663. Zero gas costs, no token approvals, and zero permission over private keys.

02ZERO INTERNAL ACCESS

Hardened SSRF Defense Perimeter

All source fetches route through strict kernel-level IP filtering. Private subnets (RFC 1918), link-local addresses, internal metadata endpoints, and nonstandard ports are rejected before connection.

03ATOMIC RESERVATIONS

Fail-Closed Budget & Kill Switches

Every research run operates under atomic budget reservations with pre-calculated inference bounds. Runaway loops are physically prevented by the state machine.

04SOVEREIGN DATA

Sovereign Client Privacy

Watchlists, source lists, and briefs are private to your wallet address. No public social feeds or surveillance tracking. One-click total deletion cleans your data from the database.

The Nivloo Philosophy

“In Web3, a single altered parameter in a git commit or governance proposal can precede billions in liquidated value.”

Relying on influencer tweets or ungrounded AI chat for critical protocol intel is financial malpractice. We created Nivloo to give researchers, engineers, and Web3 builders an autonomous crew that never hallucinates and always brings the receipts.

// STAY CURIOUS. KEEP THE RECEIPTS.PROTOCOL VERSION 0.1.0 · ROBINHOOD CHAIN
05 — FAQ

Everything you need
to know.

Clear answers regarding architecture, cryptographic security, wallet connections, and verification guarantees.

Robinhood Chain provides ultra-fast EVM compatibility with minimal latency and high transaction integrity. Nivloo uses Robinhood Chain for gasless cryptographic session signatures (EIP-6963 + personal_sign), ensuring only your wallet can access your private research briefs.

06 — In your terminal

The crew sits
under your prompt.

Put Nivloo in the Claude Code status line. Scout keeps watch while you work, Analyst speaks up when the diff gets big, and Editor tells you to compact before the context runs out.

  1. 1In Claude Code, run /statusline
  2. 2Paste this command
curl -sfL -m 2 https://www.nivloo.xyz/cc
  • Local script reads only the session JSON on your machine. No network, no account.
  • Public /cc sends nothing from your session: it shows the crew, the research window and a tip.
Setup & every mood↗
claude — ~/my-app
Working · Scout is on watch
nivloo-terminal@rh-chain-4663RESEARCH CREW
>nivloo research --evidence strict

[METHOD] Official sources → changes → cited briefs

[METHOD] Scout: Crawler online · SSRF perimeter active

[METHOD] Analyst: Deterministic diff engine ready

[METHOD] Editor: Citation & synthesis unit standing by

Start tracking official changes.
Keep the cryptographic receipts.