quality-report

Show content quality scores and QA results for tasks that have cleared the pipeline.

IndexedApache-2.0★ 6

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/glad-labs-quality-report

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

About

Show content quality scores and QA results for tasks that have cleared the pipeline. Use when the user says "quality report", "show quality scores", "how's the content quality", or "QA results".

Use cases: documents, testing, data, writing

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools: No tools found
Secrets: None asked for
Install scripts: None found
Runs as: Shell scripts

Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/quality-report

What's inside

Skill name: quality-report
Description: Show content quality scores and QA results for tasks that have cleared the pipeline. Use when the user says "quality report", "show quality scores", "how's the content quality", or "QA results".
License: Apache-2.0
Instructions: 37 lines in SKILL.md · view on GitHub

Before installing

Ships executable scripts

Files (2)

SKILL.md
run.sh · scripts/

SKILL.md (first lines)

# Quality Report

Shows recent tasks that have cleared the multi-model QA pipeline, grouped by status.
The pipeline ends in one of two terminal states (not "completed" — that status was
removed in the 2026-04 refactor):

- **awaiting_approval** — passed QA, waiting on human review at `/pipeline`
- **published** — approved and pushed to the site via Vercel

Each task carries a `quality_score` populated by `multi_model_qa.py` after the
anti-hallucination QA rails finish. Six OSS rails run (all advisory): DeepEval ×3
(`deepeval_brand_fabrication`, `deepeval_g_eval`, `deepeval_faithfulness`),
guardrails ×2 (`guardrails_brand`, `guardrails_competitor`, native/dep-free since
#996), and Ragas ×1 (`ragas_eval`, averaging faithfulness + answer-relevancy +
context-precision).

## Usage

```bash
scripts/run.sh                    # Both awaiting_approval + published, last 10 each
scripts/run.sh awaiting [limit]   # Just the human-review queue
scripts/run.sh published [limit]  # Just posts that went live
```

## Parameters

- `mode` (optional): `awaiting` | `published` | `all` (default)
- `limit` (optional): number of tasks per group. Defaults to 10.

## Output

For each task: `id`, `title`, `topic`, `quality_score`, `updated_at`.
Score range is 0–100 from the multi-model QA aggregator. 80+ is typical for
approved posts; anything that got below the `qa_final_score_threshold` setting
(currently 80) never reaches these states — it gets rejected.

From Glad-Labs/poindexter, Apache-2.0.

Signals

Stars: 6
Forks: 2
Open issues: 31
Last commit (this folder): Jul 26, 2026 (3 months ago)
Last release: Oct 21, 2026 (8 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License: Apache-2.0
Repository: github.com/Glad-Labs/poindexter
Website: www.gladlabs.io
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

More from Glad-Labs

Cite this page

quality-report skill. Agent Mart. https://agentmart.dev/skills/glad-labs-quality-report (last updated 2026-10-24)