Ghqr Report

GitHub Quick Review — Executive Report Skill

Expert guidance for transforming ghqr scan JSON output into a structured executive report with findings by category and a prioritized 30/60/90-day remediation plan.

Overview

This skill enables agents to:

• Trigger a ghqr scan (or consume an existing scan result) for an enterprise, organization, or repository
• Produce a polished executive summary with overall best practices posture and key KPIs
• Generate one dedicated section per validated category with its issues and recommendations
• Build a prioritized remediation roadmap split into 30, 60, and 90-day milestones

When to Use This Skill

Trigger this skill when the user asks for:

• "Generate a report", "executive report", "best practices report", or "posture report"
• "Remediation plan", "action plan", "30/60/90 plan"
• "What are the findings from the ghqr scan?"
• "Show me the issues and how to fix them"

Data Sources

The ghqr JSON output contains the following top-level structure:

{
  "generated_at": "<RFC3339 timestamp>",
  "summary": { "total_scanned": N, "non_compliant": N, "by_severity": {} },
  "enterprises": {
    "<slug>": {
      "ghas_settings": {
        "advanced_security": "enabled|disabled|not_set",
        "secret_scanning": "enabled|disabled|not_set",
        "secret_scanning_push_protection": "enabled|disabled|not_set",
        "dependabot_alerts": "enabled|disabled|not_set",
        "dependabot_security_updates": "enabled|disabled|not_set",
        "dependency_graph": "enabled|disabled|not_set",
        "secret_scanning_non_provider_patterns": "enabled|disabled|not_set"
      },
      "evaluation": { "recommendations": [] }
    }
  },
  "organizations": {
    "<name>": {
      "settings": {
        "security": {
          "advanced_security_enabled_for_new_repos": true,
          "secret_scanning_enabled_for_new_repos": true,
          "secret_scanning_push_protection_enabled_for_new_repos": true,
          "dependabot_alerts_enabled_for_new_repos": true,
          "dependabot_security_updates_enabled_for_new_repos": true,
          "dependency_graph_enabled_for_new_repos": true
        }
      },
      "evaluation": { "recommendations": [] }
    }
  },
  "repositories":  { "<owner/name>": { "evaluation": { "recommendations": [] } } }
}

Each evaluation object contains:

• recommendations[]: all findings (both hard issues and advisory items), each with severity, category, issue, recommendation, and an optional learn_more URL

Severity Levels

Categories Validated by ghqr

Workflow

Phase 1 — Acquire Scan Data

If the user provides a scan result file path or JSON, use it directly. Otherwise:

1. Use the ghqr_scan tool to run a new scan:
   • Pass enterprises, organizations, or repositories based on the user's scope
   • The tool returns a file URI pointing to the JSON output
2. Read the JSON output file to load the scan data

Phase 2 — Build the Report

Produce the full report in Markdown following the Report Template below. Populate every section with real data from the scan; never invent findings.

Phase 3 — Validate Completeness

Before delivering the report, verify:

• Executive summary reflects actual issue counts
• Every category with at least one finding has its own section
• Every issue listed in the scan appears somewhere in the report
• Each finding in the 30/60/90 plan maps directly to a scan issue or recommendation
• No findings are duplicated across plan phases

Report Template

# GitHub Assessment Report — [Enterprise/Organization/Repository Name]

**Scope:** [Enterprise / Organization / Repository]
**Generated:** [Date]
**Scan Coverage:** [N enterprises / N organizations / N repositories]

---

## Executive Summary

> One paragraph (4–6 sentences) for a non-technical audience. State the overall
> security posture, the number of critical and high findings, the biggest
> risk areas, and the top improvement opportunity.

### Posture Scorecard

| Entity | Type | Critical | High | Medium | Low | Info |
|--------|------|----------|------|--------|-----|------|
| [name] | org  | 0 | 2 | 3 | 1 | 4 |
| [repo] | repo | 1 | 1 | 2 | 0 | 2 |

### Overall Risk Distribution

| Severity | Count | % of Total |
|----------|-------|-----------|
| 🔴 Critical | N | X% |
| 🟠 High     | N | X% |
| 🟡 Medium   | N | X% |
| 🟢 Low      | N | X% |
| ℹ️ Info     | N | X% |

---

## Findings by Subject

<!-- Repeat this block for every category that has at least one issue or recommendation -->

### [Category Display Name]  <!-- e.g. "Security — Dependabot & Code Scanning" -->

**Risk Level:** [Critical / High / Medium / Low]  
**Affected Entities:** [list of org/repo names]

#### Findings

| Severity | Entity | Finding | Action | Learn More |
|----------|--------|---------|--------|------------|
| 🔴 Critical | org/repo | [issue text from scan] | [recommendation text] | [link from `learn_more`] |
| 🟠 High     | org/repo | [issue text] | [recommendation text] | [link from `learn_more`] |

#### Why This Matters

[2–3 sentences explaining the business/security risk of this category in plain language]

---

<!-- Categories with zero findings are omitted -->

---

## Remediation Plan

### 30-Day Sprint — Immediate Actions 🔴

> Address all **critical** and **high** severity issues. These represent the
> highest risk to your organization and should be resolved within the first month.

| Priority | Entity | Action | Category | Effort | Owner |
|----------|--------|--------|----------|--------|-------|
| 1 | [entity] | [specific fix] | [category] | [S/M/L] | [team] |
| 2 | [entity] | [specific fix] | [category] | [S/M/L] | [team] |

**Expected outcome:** [Risk reduction summary]

---

### 60-Day Sprint — High-Priority Improvements 🟠

> Address all **medium** severity issues and any high-effort critical/high fixes
> that couldn't be completed in the 30-day sprint.

| Priority | Entity | Action | Category | Effort | Owner |
|----------|--------|--------|----------|--------|-------|
| 1 | [entity] | [specific fix] | [category] | [S/M/L] | [team] |

**Expected outcome:** [Risk reduction summary]

---

### 90-Day Sprint — Strategic Hardening 🟡

> Address all **low** severity issues, implement process improvements, and
> establish ongoing governance controls.

| Priority | Entity | Action | Category | Effort | Owner |
|----------|--------|--------|----------|--------|-------|
| 1 | [entity] | [specific fix] | [category] | [S/M/L] | [team] |

**Expected outcome:** [Risk reduction summary]

---

## Manual Checks Required

The following security areas **cannot be verified automatically** via the GitHub
API and require manual review:

| Area | What to Check | Where |
|------|--------------|-------|
| Audit log streaming | Connected to SIEM | Enterprise → Settings → Audit log |
| Secret scanning alerts | Open critical alerts reviewed and resolved | Repo → Security → Secret scanning |
| Secret scanning: custom patterns | Org/enterprise-level custom patterns defined | Org → Settings → Code security → Secret scanning |
| Secret scanning: bypass requests | Bypass request reviewers configured for push protection | Org → Settings → Code security → Secret scanning |
| Code scanning: default setup | Default setup enabled on all active repos (no workflow required) | Repo → Settings → Code security → Code scanning |
| Code scanning: alert triage | Open high/critical code scanning alerts reviewed | Repo → Security → Code scanning |
| Code scanning: tool coverage | All relevant languages covered by a scanning tool | Repo → Security → Code scanning |
| Dependency review | dependency-review-action present in PR workflows | Repo → `.github/workflows/` |
| Actions: self-hosted runners | Present on public repos | Repo → Settings → Actions → Runners |
| Branch protection: enforce admins | Enabled | Repo → Settings → Branches |
| Environment protection rules | Reviewers configured | Repo → Settings → Environments |
| SAML SSO enforcement & SCIM | SSO enforced; SCIM provisioning active | Org → Settings → Authentication Security |
| IP Allow List | Configured and enabled | Org → Settings → Authentication Security |
| Org webhooks | SSL verification enabled, shared secret set on all hooks | Org → Settings → Webhooks |
| Org-level rulesets | At least one ruleset defined for repo governance | Org → Settings → Rules → Rulesets |

---

## Appendix — Full Issue List

### [Entity Name]

<details>
<summary>Expand all findings</summary>

| Severity | Category | Finding | Action | Learn More |
|----------|----------|---------|--------|------------|
| [sev] | [cat] | [issue] | [recommendation] | [learn_more URL as hyperlink, or blank if empty] |

</details>

Category Display Name Mapping

When rendering category names in the report use these human-readable titles:

Effort Sizing Guide

When populating the Effort column in the plan tables:

Output Requirements

The agent MUST:

1. Always use real scan data — never fabricate issues
2. Include every category that has at least one finding; skip categories with zero findings
3. Map every finding to exactly one plan phase based on its severity:
   • critical + high → 30-day sprint
   • medium → 60-day sprint
   • low + info → 90-day sprint
4. Estimate effort using S/M/L sizing for each action item
5. List manual checks that ghqr cannot automate (reference references/MANUAL_CHECKS.md categories)