pr-reviewer
Review gate for correctness, reuse, and simplification.
Skill by jpantsjoha
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/jpantsjoha-pr-reviewer
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: agent-building
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/pr-reviewer
What's inside
- Skill name
pr-reviewer- Description
- Review gate for correctness, reuse, and simplification. Produces a structured verdict with actionable findings. Trigger on any PR before merge, or on any agent-generated code before it is committed.
- License
- Apache-2.0
- Instructions
- 87 lines in SKILL.md · view on GitHub
Files (3)
- REFERENCE.md
- SKILL.md
- independent-council.md · references/
SKILL.md (first lines)
# PR Reviewer > **Receipts, not polish.** A review that says "looks good" is not a review. A review that says "line 47 will panic on a nil pointer and here is the fix" is a review. This skill runs a structured code review and produces a verdict: PASS or FAIL. Every finding is actionable. No findings without evidence. ## When to use - Before merging any PR - When reviewing agent-generated code before committing - When a significant refactor or new feature is complete - As part of the `release-readiness` checklist ## Procedure 1. **Scope the review** — fetch the diff. Identify: - Files changed and their purpose - The stated intent of the PR (what problem does it solve?) - Any linked spec, issue, or ADR 2. **Correctness pass** — look for bugs, not style: - Null / nil / undefined access on values that could be absent - Off-by-one errors in loops or index operations - Error returns that are silently ignored - Race conditions if the code is concurrent - Missing input validation at trust boundaries (user input, external API responses) - Logic that diverges from the stated intent of the PR 3. **Reuse pass** — look for duplication: - Does this code reimplement something that already exists in the codebase? - Is there a stdlib or already-installed dependency that does this? - Can the new code be expressed using an existing abstraction? 4. **Simplification pass** — look for unnecessary complexity: - Can this be fewer lines without losing clarity? - Is there an abstraction that has only one implementation? (remove it) - Is there a dependency added for something a few lines of code would do? - Is there "scaffolding for later" that should not exist yet? 5. **Security and data boundary pass** — look for: - Secrets or credentials in code or logs - User-controlled input reaching a shell, SQL query, or file path without validation - Data crossing a tenant or trust boundary without an explicit check - Missing authentication or authorisation checks on new endpoints 6. **Classify findings**: - **BLOCKING**: must be fixed before merge (correctness bugs, security issues) - **SUGGESTED**: improvement worth making but not a blocker (simplification, reuse) - **NOTE**: observation for awareness, no action required 7. **Produce the verdict**: - **PASS**: no unresolved conditions; optional suggestions are explicitly nonblocking - **FAIL**: one or more unresolved conditions ## Outputs - Finding list: location | severity | description | suggested fix - Verdict: PASS / FAIL; conditions never count as approval ## Independent review and Council The independent review must include an adversarial subagent activity: attempt to refute requirement acceptance, exercise failure/recovery assumptions and identify tests that miss the real user path. One fresh reviewer may cover these lenses; extra agents are not a quota. Give it requirement links and the exact candidate, not the author's desired verdict. The writer never approves its own work. Use a fresh, read-only reviewer context on a permitted host and retain a substantive verdict bound to the exact candidate. A provider change is optional and never grants authority. Missing review is incomplete. Read [independent Council review](references/independent-council.md) before dispatch or when a review loop stalls. It separates the shared contract, host adapters and local subscription policy, preserves unresolved findings across reviewers, and defines bounded escalation. It also documents the optional fail-closed local receipt helper. ## Guardrails - **Every BLOCKING finding must have a suggested fix.** "This is wrong" is not actionable. - **Style is not a BLOCKING finding.** Style enforcement belongs in the linter, not the review. - **Reuse requires evidence.** "This might already exist" is not a finding. Find it or drop the comment. - **The review is not a rewrite.** Surface the issues; let the author fix them. --- See also: [`REFERENCE.md`](./REFERENCE.md) for a quick lookup of common patterns and their preferred alternatives.
From jpantsjoha/ai-native-developer-experience, Apache-2.0.
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Signals
- Stars
- 13
- Forks
- 4
- Open issues
- 2
- Last commit (this folder)
- Oct 16, 2026 (12 days ago)
- Last release
- Oct 16, 2026 (12 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Website
- jpantsjoha.com
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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using-the-harness
jpantsjoha
Session-start orientation for this team harness.
SkillAFreshness: A★ 13Claude Code +9 - 0.641score
system-performance-guardrail
jpantsjoha
Measure, root-cause, fix, verify and record performance contention on a developer machine: cloud-sync daemons (iCloud Drive, OneDrive, Dropbox, Google Drive)…
SkillAFreshness: A★ 13Claude Code +9 - 0.641score
cloud-expert
jpantsjoha
Cloud guardrails for any vendor workload — Google Cloud (GCP, Vertex AI, GKE), AWS (IAM, EKS, Bedrock), Azure (Entra ID, Policy, AKS), Alibaba Cloud (RAM…
SkillAFreshness: A★ 13Claude Code +9 - 0.641score
operating-model-bootstrap
jpantsjoha
Bootstrap or harden a project's operating model for mixed human and AI delivery teams.
SkillAFreshness: A★ 13Claude Code +9 - 0.641score
cloud-checkup
jpantsjoha
Read-only SRE checkup of any GCP project: deterministic probes of the edge, Cloud Run services, 7-day error logs, Cloud Scheduler, alert policies and uptime…
SkillAFreshness: A★ 13Claude Code +9 - 0.638score
cost-guardrail
jpantsjoha
LLM and cloud cost awareness — model tiering, token budgets, right-sizing, and when a cheaper model suffices.
SkillAFreshness: A★ 13Claude Code +9
Cite this page
pr-reviewer skill. Agent Mart. https://agentmart.dev/skills/jpantsjoha-pr-reviewer (last updated 2026-10-24)