stats

stats is a skill for Claude Code from pe-menezes/vibeflow. It costs 55 tokens per session (629 once invoked), scanned A, original, MIT.

A chat-only report that combines results from several Vibeflow audit files, including pass, partial, and fail outcomes.

In plain words
What is it for?
It helps review violated patterns, failed definition-of-done checks, convention violations, and quality trends after multiple audits.
Why use it?
It makes recurring quality problems visible without reading each audit separately, but it creates no file.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the vibeflow plugin — 10 skills, 1 agent shipped together

Good fit It helps review violated patterns, failed definition-of-done checks, convention violations, and quality trends after multiple audits.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pe-menezes/vibeflow/stats
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add pe-menezes/vibeflow --skill stats
Clone the repo
git clone --depth 1 https://github.com/pe-menezes/vibeflow

Made for: Claude Code.

Or install vibeflow, the plugin that ships this one along with the rest of its 10 skills, 1 agent.

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 stats

README.md
[![agentmods](https://agentmods.dev/badge/skills/pe-menezes/vibeflow/stats/github.svg)](https://agentmods.dev/skills/pe-menezes/vibeflow/stats)
Your own site
<a href="https://agentmods.dev/skills/pe-menezes/vibeflow/stats"><img src="https://agentmods.dev/badge/skills/pe-menezes/vibeflow/stats/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 stats

Your own site · 80×15
<a href="https://agentmods.dev/skills/pe-menezes/vibeflow/stats"><img src="https://agentmods.dev/badge/skills/pe-menezes/vibeflow/stats.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 629 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00055 $0.00629
Opus 5.5 $0.00022 $0.00252
Sonnet 5.5 $0.00011 $0.00126
Haiku 4.5 $0.00006 $0.00063

Measured 1mo ago against content hash e4e63137a4b7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

stats scanned grade A with 0 findings 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 1mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • stats — 95% identical, 0 lines differ
plugins/vibeflow/skills/stats/SKILL.md · 82 lines

How it starts

The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Description and examples

What it does: Scans .vibeflow/audits/, aggregates verdicts (PASS/PARTIAL/FAIL), which patterns are most often violated, and which DoD checks fail most. Output is in the chat only (no file). Use after you have at least a few audits.

Examples:

  • stats — No arguments; reports summary of all audits in .vibeflow/audits/.

Language

Detect the language of the user's conversation context. Write ALL output in that same language. Technical terms in English are acceptable regardless of the detected language.

Compile and report statistics from audit reports.

Steps

  1. Read every .md file in .vibeflow/audits/. If there are none, report "No audits found. Run audit after implementing a feature." and stop.

  2. From each audit take the verdict (the **Verdict:** line), the [x]/[ ] counts under ### DoD Checklist, the patterns marked [ ] under ### Pattern Compliance, and the items under ### Convention Violations. A file in a different shape contributes what it can, noted as "Non-standard format detected in ."

  3. Report in the chat in ~20-30 lines, in this format — this command writes nothing to disk. Skip Trend with fewer than 3 audits; when no pattern was violated, write "No pattern violations."

## Vibeflow Stats

**Audits analyzed:** N

### Verdicts
- PASS: N (X%)
- PARTIAL: N (X%)
- FAIL: N (X%)

### DoD
- Total checks: N
- Pass rate: X%
- Most failing checks:
  1. "<check description>" — failed N times
  2. "<check description>" — failed N times
  3. "<check description>" — failed N times

### Patterns
- Most violated patterns:
  1. <pattern name> — N violations
  2. <pattern name> — N violations
  3. <pattern name> — N violations

### Convention Violations
- Total: N violations across N audits
- Most common: <list top 3 if available>

### Trend
<If ≥3 audits exist, note if quality is improving (more PASS over time),
stable, or degrading. Base on chronological order of audit dates.>

Read the full file on GitHub · 82 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. 1mo ago Changed e4e63137a4b7
  2. 1mo ago First seen · 82 lines · 55 tokens per session scan A 7de1dedab226

Subscribe to this mod's changes

stats is a skill published in the GitHub repository pe-menezes/vibeflow (32 stars, last pushed today), licensed MIT. It adds 55 tokens to every session and 629 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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