findings-filter

findings-filter is a skill for Claude Code, Codex from mtarcure/claude-vibe-squad. It costs 66 tokens per session (445 once invoked), scanned A, original, MIT.

A process for checking a list of possible security findings before reporting them. Each candidate must be reproducible, reachable by a realistic attacker, have meaningful impact, and represent a distinct underlying cause.

In plain words
What is it for?
It helps triage audit results, document failed checks, group repeated instances, and keep only findings that meet the intended reporting standard.
Why use it?
It removes false positives, duplicates, unreachable bugs, and hardening advice that should not be presented as a confirmed vulnerability.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

Good fit It helps triage audit results, document failed checks, group repeated instances, and keep only findings that meet the intended reporting standard.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mtarcure/claude-vibe-squad/findings-filter
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 mtarcure/claude-vibe-squad --skill findings-filter
Clone the repo
git clone --depth 1 https://github.com/mtarcure/claude-vibe-squad

Made for: Claude Code, Codex.

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 findings-filter

README.md
[![agentmods](https://agentmods.dev/badge/skills/mtarcure/claude-vibe-squad/findings-filter/github.svg)](https://agentmods.dev/skills/mtarcure/claude-vibe-squad/findings-filter)
Your own site
<a href="https://agentmods.dev/skills/mtarcure/claude-vibe-squad/findings-filter"><img src="https://agentmods.dev/badge/skills/mtarcure/claude-vibe-squad/findings-filter/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 findings-filter

Your own site · 80×15
<a href="https://agentmods.dev/skills/mtarcure/claude-vibe-squad/findings-filter"><img src="https://agentmods.dev/badge/skills/mtarcure/claude-vibe-squad/findings-filter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 445 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.
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 $0.00066 $0.00445
Opus 5.5 $0.00026 $0.00178
Sonnet 5.5 $0.00013 $0.00089
Haiku 4.5 $0.00007 $0.00044

Measured 1mo ago against content hash 18abac9132d6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

findings-filter 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.

.agents/skills/findings-filter/SKILL.md · 27 lines

What it actually says

Findings Filter

Filter a candidate finding set down to what is real, reachable, and worth someone's attention — before it reaches a report.

Steps

  1. Reproduce first. A finding that has not been reproduced from a clean state is a hypothesis; label it so or drop it.
  2. Apply the reachability gate: name the entry point, the actor, the privilege level, and the concrete input that reaches the defect. No path, no finding.
  3. Apply the impact gate: state what an attacker gains that they did not already have. Findings whose only outcome is disclosure of already-public information, or self-inflicted harm by a privileged user, do not survive.
  4. Apply the precondition gate: list every assumption the finding needs. If the preconditions are individually unlikely and jointly required, say so and rank accordingly.
  5. Deduplicate by root cause, not by symptom. Ten call sites of one unsafe helper are one finding with ten instances.
  6. Separate defects from hardening suggestions. Hardening is legitimate output but must not be presented at defect severity.
  7. Check each survivor against the intended audience's bar — a program's scope, an operator's threat model, a reviewer's severity floor — and drop what is out of scope rather than padding.
  8. For every dropped finding, record the gate it failed. The dropped list is evidence of thoroughness and prevents the same candidate being re-raised next pass.

Acceptance

  • Every retained finding was reproduced, with the reproduction recorded.
  • Each retained finding names entry point, actor, privilege, and reaching input.
  • Each states the attacker's concrete gain, not just the anomaly.
  • Findings are deduplicated by root cause, with instances listed underneath.
  • Hardening is separated from defects, and every drop records which gate it failed.
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 First seen · 27 lines · 66 tokens per session scan A 18abac9132d6

Subscribe to this mod's changes

findings-filter is a skill published in the GitHub repository mtarcure/claude-vibe-squad (165 stars, last pushed 1mo ago), licensed MIT. It adds 66 tokens to every session and 445 once invoked, about $0.0003 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 2026-09-19.