Finding Discipline
Filter code-review observations into actionable findings for PR, cold, security, and noisy-diff reviews; remove style nits and vague risks.
Install
$ agentstack add skill-jesse-merhi-skills-finding-discipline ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-jesse-merhi-skills-finding-discipline) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Finding Discipline
Use this skill after you have inspected enough code to know a concrete failure mode. The goal is fewer, sharper findings that a PR author can fix.
Workflow
- Check every candidate observation against the finding bar in
[finding-bar.md](references/finding-bar.md).
- Drop excluded observations using [exclusions.md](references/exclusions.md).
- Run the confirmation pass in [confirmation.md](references/confirmation.md).
- Write each finding with the format and severity rules in
[output.md](references/output.md).
- Perform the final review pass before presenting findings.
Required Discipline
- Prefer no finding over a weak finding.
- Put non-actionable but useful context in residual risk or notes, not findings.
- Merge duplicates under one root cause.
- Remove findings that depend on unproven assumptions.
- Check each line reference still overlaps the reviewed change when possible.
- Make titles action-oriented, not diagnostic labels.
Context Pointers
- Use [finding-bar.md](references/finding-bar.md) for the must-pass criteria.
- Use [exclusions.md](references/exclusions.md) for observations to drop.
- Use [confirmation.md](references/confirmation.md) before finalizing each
finding.
- Use [output.md](references/output.md) for finding shape and severity.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: jesse-merhi
- Source: jesse-merhi/skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.