Atlas / Skills / aden-hive / Quality Monitor

Quality MonitorSAFE

skills/aden-hive/quality-monitor

Multi-Agent Harness for Production AI

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
Apache-2.0
Stars
11,091
01

Overview

Multi-Agent Harness for Production AI

Read from source at commit e9251a22710aOBSERVED · 2026-10-07
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: hive.quality-monitor
description: Periodically self-assess output quality to catch degradation before the judge does.
metadata:
  author: hive
  type: default-skill
  visibility: [worker]
---

## Operational Protocol: Quality Self-Assessment

Every {{assessment_interval}} iterations, self-assess:

1. On-task? Still working toward the stated objective?
2. Thorough? Cutting corners compared to earlier?
3. Non-repetitive? Producing new value or rehashing?
4. Consistent? Latest output contradict earlier decisions?
5. Complete? Tracking all items, or silently dropped some?

If degrading: write assessment to `_quality_log`, re-read `_working_notes`,
change approach explicitly. If acceptable: brief note in `_quality_log`.
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWInventory / provenance · inv.symlink · CWE-1104
CLAUDE.md
CLAUDE.md
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha e9251a22710afull audit observations/trust-audit/skill/aden-hive__quality-monitor.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-07e9251a22710aSAFEB89first audit
05

Questions

What does the Quality Monitor skill do?

Multi-Agent Harness for Production AI

Is Quality Monitor safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Quality Monitor access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (e9251a22710a), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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