Agent Economy Report

Agent Skill Trust Rating

BB • new

Adaptive Reasoning (adaptive-reasoning)

Trend new: younger than 14 days. The trend is not the direction of the rating.

below the trust line (BBB): unproven adoption, young, or flagged instructions.

Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.

Signals

Downloads14,430 (7d: +59)
Installs · stars · versions439 · 11 · 1
Track record6 days in the registry
Authorenzoricciulli
Requiresnone declared
Instructions readyes: payees, wallets and shell patterns extracted from SKILL.md

Flags

Who it pays (x402 counterparties found in its instructions)

serviceservice ratingwallet
No payee found in its instructions.

Install

openclaw skills install @enzoricciulli/adaptive-reasoning · registry page

For agents

Free JSON: https://agenteconomy.report/k/adaptive-reasoning.json · badge: https://agenteconomy.report/k/adaptive-reasoning.svg · paid record via x402: GET https://agenteconomy.report/api/skill/adaptive-reasoning (US$ 0.005). Check any skill before installing it with the x402-trust-check skill.

Code audit

No independent code audit of this skill yet. Audits are made at the Report's own initiative and are not sold (policy); the ones published are at /k/audited.

How this is computed

Adoption (downloads relative to the registry, 7-day velocity, installs), maturity (age, release cadence, stars, author portfolio), inherited payment trust (every host or wallet the skill's instructions pay is looked up in the x402 service trust index; paying a rated service inherits its tier, an unknown hard-coded wallet is flagged) and hygiene (registry moderation verdict, license, declared setup, origin). Flags cap the tier, they never add to it. Trust line at BBB. Rating as of 2026-10-29.