mtarcure/claude-vibe-squad/findings-filter
Claude Code and agent skill by mtarcure/claude-vibe-squad
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
Use when you are sitting on a pile of candidate findings and must cut it down to what is real, reachable, and worth reporting — run each through reproduce-from-clean, reachability, attacker-gain, precondition, and deduplicate-by-root-cause gates, then record which gate every dropped candidate failed.
Install
npx vskill@latest install mtarcure/claude-vibe-squad/findings-filterSKILL.md
Findings Filter
Filter a candidate finding set down to what is real, reachable, and worth someone's attention — before it reaches a report.
Steps
- Reproduce first. A finding that has not been reproduced from a clean state is a hypothesis; label it so or drop it.
- 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.
- 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.
- Apply the precondition gate: list every assumption the finding needs. If the preconditions are individually unlikely and jointly required, say so and rank accordingly.
- Deduplicate by root cause, not by symptom. Ten call sites of one unsafe helper are one finding with ten instances.
- Separate defects from hardening suggestions. Hardening is legitimate output but must not be presented at defect severity.
- 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.
- 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.
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingmodel-lanes/gemini/.agents/skills/findings-filter/SKILL.md
Popularity
- 7-day trend score
- 5
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