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Librechat-Mobile: Skill for Claude Code

.claude/skills/audit-parity/SKILL.md

audit-parity is a skill for Claude Code from garfiec/Librechat-Mobile. It costs 232 tokens per session (4,246 once invoked), scanned A, original, Apache-2.0.

A guide to receiving Reducto webhooks for asynchronous document-processing jobs and verifying them with Svix, a service and format for signed webhook delivery.

In plain words
What is it for?
It helps handle parsing, extraction, and splitting jobs submitted for later processing, including their status, job ID, and passed metadata.
Why use it?
It removes the guesswork around signature headers, raw request bodies, timestamps, and failed or completed job notifications.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions subagents.

This is garfiec/Librechat-Mobile's own configuration. It tells Claude Code how to work on Librechat-Mobile itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything Librechat-Mobile configures →

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /Users/garfie/.claude/projects/-Users-garfie-Documents-code-librechat-LibreChat-Android/memory/*.md.

not rated 146repo +11 changed 2d ago A scan 232 tokens original Apache-2.0
View source ↗ garfiec/Librechat-Mobile
Reuse

Borrowing it

Nothing to install: this file belongs to garfiec/Librechat-Mobile. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/garfiec/Librechat-Mobile/develop/.claude/skills/audit-parity/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/garfiec/Librechat-Mobile

Made for: Claude Code.

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 audit-parity

README.md
[![agentmods](https://agentmods.dev/badge/skills/garfiec/librechat-mobile/audit-parity/github.svg)](https://agentmods.dev/skills/garfiec/librechat-mobile/audit-parity)
Your own site
<a href="https://agentmods.dev/skills/garfiec/librechat-mobile/audit-parity"><img src="https://agentmods.dev/badge/skills/garfiec/librechat-mobile/audit-parity/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 audit-parity

Your own site · 80×15
<a href="https://agentmods.dev/skills/garfiec/librechat-mobile/audit-parity"><img src="https://agentmods.dev/badge/skills/garfiec/librechat-mobile/audit-parity.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 232 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,246 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00232 $0.04246
Opus 5.5 $0.00093 $0.01698
Sonnet 5.5 $0.00046 $0.00849
Haiku 4.5 $0.00023 $0.00425

Measured 2d ago against content hash 49427c7e7608, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

audit-parity scanned grade A with 1 finding 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 2d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/assemble.py, scripts/file_draft.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Reads agent configuration directorieslowAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

`grep -il unfiled /Users/garfie/.claude/projects/-Users-garfie-Documents-code-librechat-LibreChat-Android/memory/*.md`,

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

.claude/skills/audit-parity/SKILL.md · 250 lines

How it starts

The opening of the file, as written. The whole thing — 250 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Parity audit

How this differs from /sync-upstream. Sync reads the change between two upstream versions and ports it. This skill reads what we already ship, at the current pin, whatever version we're on, and finds what is wrong with it. Defects older than the last sync never reach sync's diff; this is where they surface.

reference.md is the method: the three lenses, scope, known issues, evidence rules, what is not a finding, severity and the ticket format. The workflow hands it to every agent. Read it before Phase 0.

Modes

Invocation Scope Runs
/audit-parity every area in the table below 3 workflow batches, several hundred agents each
/audit-parity --areas share,search those areas one workflow, about 20–60 agents per area
/audit-parity --feature <name> one feature, scoped by you one workflow, about 20–60 agents

The full sweep is the default and runs without a cost gate; invoking the skill is the opt-in. Tell the user the batches and the estimate in one line, then launch. --plan stops after Phase 0 so the user can review the areas first.

Rules

  • Read-only on code. The skill ends at filed tickets. No fixes, branches or PRs.
  • Upstream at the pin only: git -C upstream show "<pin>:<path>". The submodule checkout is often not the pin.
  • Findings go on the board, not the Issues page. File each one as a draft item on the public Switchboard Roadmap (project #2). The Issues page is kept for outside reports and bugs users would hit and search for, so a repo issue is filed only when the user picks "issue" for that finding.
  • Security findings go to neither. The board is public too. Flag them to the user and leave the channel to them (SECURITY.md).
  • One ticket at a time. Draft, show, wait for the user, file, next. Never file in bulk.
  • Third-party --ref stays out of tickets. If the reference is another client, tickets describe the bug from our code and the server alone. The upstream web client may be cited.
  • No device testing unless the user asks. Tickets say "found by reading the code" where it matters.

Read the full file on GitHub · 250 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2d ago Changed · +32 lines · +20 tokens per session 49427c7e7608
  2. 16d ago First seen · 218 lines · 212 tokens per session scan A 78a1312a335c

Subscribe to this mod's changes

audit-parity is a skill published in the GitHub repository garfiec/Librechat-Mobile (146 stars, last pushed yesterday), licensed Apache-2.0. It adds 232 tokens to every session and 4,246 once invoked, about $0.0009 per session on Opus 5.5. A static security scan graded it A with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-22.

Backend and APIsSecurityai-assistantai-chatandroidanthropicchat-botchatgpt
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audit-parity next to 6 skills from other repositories
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audit-paritygarfiec/Librechat-MobileSkill146yesterdayApache-2.0A232Claude Code
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fastmcpNousResearch/hermes-agentSkill261kyesterdayMITA14Claude Code, Codex
stripe-projectsNousResearch/hermes-agentSkill261kyesterdayMITA15Claude Code, Codex
gemini-live-api-devasgeirtj/system_prompts_leaksSkill71k2d agoCC0-1.0A110Claude Code, Codex