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offensive-reporting

Penetration test and red team report writing methodology. Covers executive summary structuring (risk-led narrative for non-technical readers), technical finding format (title, severity, affected scope, narrative, reproduction steps, impact, remediation, references), CVSS v3.1 / v4.0 scoring with vec…

Install / Use

npx skills add SnailSploit/Claude-Red --skill offensive-reporting

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

96/100

Supported Platforms

Universal

Our assessment of offensive-reporting

offensive-reporting scores 96/100 on our quality scale, 43rd of 464 Content & Media skills we index (top 10%).

Its SKILL.md is 14 KB long, well organised into 40 sections with 8 code examples: a thorough specification that gives an agent plenty to work with.

With 6,850 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
30/30
Structure
20/20
Description
15/15
Adoption
16/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 6 days ago, so offensive-reporting is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

offensive-reporting compared with similar skills

All 4 of these similar skills score higher than offensive-reporting; compare them before choosing.

SkillScoreStarsUpdatedFormat
offensive-reporting (this skill)by SnailSploit966.8k6d agoSKILL.md
siyuanby siyuan-note10046.5ktodayMCP Server
algorithmic-artby anthropics100177.9k4d agoSKILL.md
pptxby anthropics100177.9k4d agoSKILL.md
designby nextlevelbuilder100130.2k5d agoSKILL.md

Frequently asked questions

How do I install offensive-reporting?
Run npx skills add SnailSploit/Claude-Red --skill offensive-reporting. The install tabs above show the steps for each supported agent.
Which AI agents does offensive-reporting work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is offensive-reporting safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is offensive-reporting still maintained?
The repository was last updated 6 days ago, so offensive-reporting is actively maintained.

name: offensive-reporting description: "Penetration test and red team report writing methodology. Covers executive summary structuring (risk-led narrative for non-technical readers), technical finding format (title, severity, affected scope, narrative, reproduction steps, impact, remediation, references), CVSS v3.1 / v4.0 scoring with vector justification, OWASP risk rating, evidence hygiene (redacting credentials, hashing client data, time-stamping every action), screenshot and PoC artifact management, finding chain narratives, scope/limitations/assumptions documentation, retest evidence and remediation tracking, deliverable formats (PDF, DOCX, HTML, JSON for SIEM ingestion), client-customer-deliverable separation, and common report mistakes (over-CVSSing, undermining the triager, missing the 'so what'). Use at the end of an engagement when authoring a deliverable, when restructuring a draft for executive readability, or when establishing a reusable report template for a consulting practice."

Penetration Test Reporting — Professional Methodology

A great finding lost in a bad report is a wasted finding. Reports are the artifact the client pays for, the auditor reads, and the developer fixes from. Treat the report with the same rigor as the exploit.

Quick Workflow

  1. Capture evidence as you exploit — never reconstruct after the fact
  2. Draft each finding immediately while context is fresh; one finding = one numbered file
  3. Build the executive summary last, after all findings are scored
  4. Two-pass review: technical accuracy first, then read-as-CISO for narrative
  5. Hand off with a retest plan and a JSON/CSV index for the client's tracking system

Report Structure (Standard)

1. Executive Summary             ← Last to write, first read
2. Engagement Overview
   2.1 Scope
   2.2 Methodology
   2.3 Limitations / Assumptions
   2.4 Timeline
   2.5 Team
3. Risk Summary                  ← Heatmap, finding count by severity
4. Technical Findings            ← One per finding, sorted by severity
5. Attack Narratives / Chains    ← Critical chains called out separately
6. Strategic Recommendations     ← Programmatic, not finding-by-finding
7. Appendices
   A. Tools Used
   B. Indicators of Compromise (for blue team)
   C. Raw Evidence Pointers
   D. Glossary

Executive Summary — The 90-Second Read

The executive summary is for the CISO, the GRC officer, and the board member. They read this and nothing else.

Structure (one page max):

  1. Engagement context — what was tested, when, by whom (1 sentence)
  2. Headline finding — the worst thing you found, in business terms (2–3 sentences)
  3. Risk verdict — overall posture in plain language (1 paragraph)
  4. Counts — number of findings by severity, in a small table
  5. Top 3 strategic recommendations — programmatic fixes, not "patch CVE-X"

Words to avoid in the executive summary: payload, RCE, XSS, LDAP, SMB, kerberos, injection. Translate every one. ("An attacker could run arbitrary commands on the server" not "RCE via deserialization gadget chain.")

Words to include: Business impact (customer data, regulatory exposure, operational disruption, financial loss). Anchor every finding to a business consequence.


Technical Finding Template

## Finding ID — Short Descriptive Title

**Severity:** Critical (CVSS 9.8 — vector below)
**Affected Scope:** <hosts/URLs/components, with version where relevant>
**Status:** Open / Fixed in retest / Accepted Risk
**CWE:** CWE-89 (SQL Injection)
**OWASP:** A03:2021 — Injection

### Summary
One paragraph. What is the finding, why does it matter, what's the worst case.

### Background
What technology is involved and why this class of bug exists. Two paragraphs max.
Skip if obvious (e.g. don't explain XSS to an XSS shop).

### Description
Detailed walkthrough of the issue. The root cause, not just the symptom.

### Reproduction Steps
1. Numbered, copy-paste ready.
2. Include the exact request/response, redacted.
3. A reader with no engagement context should reproduce in <15 minutes.

### Evidence
- `screenshots/finding-007/01-payload.png`
- `requests/finding-007/initial-poc.http`
- `evidence-log.csv` line 142 (timestamp 2025-04-12 14:33:07Z)

### Impact
Concrete. Quantified where possible.
- "Read access to the entire customer table (~2.3M records)"
- "Authenticate as any user; verified for sample ID 1, 2, 999, 1000000"
- "Cross-tenant access — verified by reading data from acquired-tenant ABC"

### Remediation
Specific, actionable, ordered by precedence:
1. **Fix the bug** — exact code change or config flag
2. **Defense in depth** — secondary control (WAF rule, input validation)
3. **Detection** — log line / SIEM rule that would have caught the exploit

### References
- CWE / OWASP / CAPEC
- Vendor advisory if known CVE
- Blog posts only if directly relevant

### Notes for Retest
What you'd do to verify the fix. Specific request, specific expected response.

Severity Scoring

CVSS v3.1 Discipline

CVSS is a tool, not a verdict. Score it, then sanity-check against business impact.

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H = 9.8 Critical

For every metric, justify the choice in one sentence:

  • AV:N — exposed to internet (port 443)
  • AC:L — no special preconditions
  • PR:N — no authentication needed
  • UI:N — no user interaction
  • S:U — does not cross security scope
  • C:H I:H A:H — full read/write/availability impact on the database

If two reasonable people would score it differently, document why you chose what you chose.

When CVSS Lies

CVSS doesn't capture business context. A "Medium" CVSS XSS in the customer support chat panel that authenticated agents use to handle PII is more dangerous than an unauthenticated "High" SSRF on a metadata-less internal service. Use CVSS as the floor, not the ceiling.

In those cases, score CVSS honestly and then add a "Business Impact Adjustment" paragraph that argues for higher reporting severity. Don't lie with CVSS.

CVSS v4.0 (where required)

CVSS v4.0 adds environmental and threat metrics that better capture real-world risk. Use it when the client mandates it (PCI DSS 4.0 trends this way) — otherwise v3.1 stays the lingua franca.

OWASP Risk Rating (alternative)

For web-app-only engagements where CVSS feels stretched, OWASP's risk rating (likelihood × impact across multiple factors) often communicates better.


Evidence Discipline

What to Capture

For every finding, every action:

  1. Timestamp (UTC, ISO 8601)
  2. Source IP (yours, including any pivot)
  3. Target (host, URL, RPC interface)
  4. Action (what request was sent)
  5. Result (response, what you got)
  6. Hash of any data extracted (so you can prove what you saw)
timestamp,operator,src_ip,target,action,result_hash,notes
2025-04-12T14:33:07Z,KA,10.10.10.5,app.client.com,SQLi probe ' OR 1=1--,sha256:abc...,initial detection

This is the audit trail. Clients with mature security teams will ask for it.

Redaction Rules

Before any artifact leaves your secure environment:

  • Replace credentials with placeholders: <REDACTED-PASSWORD>, <TOKEN-A1>
  • Hash extracted PII — never include real names, emails, SSNs in screenshots
  • Crop screenshots to the relevant area; check for browser tab leaks (other tabs visible)
  • Strip EXIF from images; auto-redact via exiftool -all= *.png
  • Remove debug toolbars from screenshots that reveal client infrastructure paths
  • Verify URLs in screenshots don't include session tokens

Storage & Chain of Custody

  • Encrypted volume during the engagement (LUKS, FileVault, BitLocker)
  • Per-engagement key, not a master operator key
  • Wipe to client-spec at end of engagement (typically 30–90 days post-delivery)
  • Retain only the report and a hash manifest of evidence, deletable on request

Scope, Limitations, and Assumptions

These three sections protect both you and the client. Be explicit.

Scope

  • IPs / domains / repos / accounts in scope, with start/end of engagement window
  • Excluded: third-party SaaS used by the client (they don't own it)
  • Out of scope by request: physical, social engineering against staff, DoS

Limitations

  • "Testing was conducted from the internet only; no internal network access provided"
  • "Source code review was not in scope"
  • "Production database mutations were avoided per ROE"
  • "No coordinated downtime — testing windows were 22:00–06:00 UTC"

Assumptions

  • "We assumed the staging environment mirrors production"
  • "We assumed the WAF in front of app.client.com is the same as production"
  • "Service accounts with admin rights were assumed pre-existing"

Risk Summary & Heatmap

Show, don't tell. A visual summary every executive can read in 5 seconds:

Severity   Count   Top Example
Critical     3     RCE via deserialization (Finding #2)
High         7     ADCS ESC1 → Domain Admin (Finding #11)
Medium      14     Stored XSS in customer support panel (Finding #4)
Low         22     TLS 1.0 still enabled on api.client.com (Finding #29)
Info        11     —

A simple bar chart or stoplight grid converts this to a one-glance summary. Put it on page 2 (after exec summary).


Attack Chains / Narratives

Critical findings rarely matter in isolation. The chain is the story:

1. Phishing email → user runs HTA payload (Finding #1, Medium)
2. Local UAC bypass via Token Manipulation (Finding #5, Low)
3. Kerberoast service account (Finding #11, High)
4. Crack TGS offline → service account password (Finding #11)
5. ACL abuse: service account has WriteDacl on Domain Users (Finding #14, High)
6. Grant DCSync, dump krbtgt → Golden Ticket → Domain Admin (Finding #15, Critical)

Total time: 4 hours. Detection points missed: 3 (see Appendix B).

Highlight chains separately because the combination often warrants higher severity than any individual finding.


Strategic Recommendations

Below the per-finding remediations, write 3–5 programmatic recommendations:

  • "Adopt SAST in CI for Java services" (addresses 12 findings)
  • "Roll out tier-0 admin model for AD" (addresses entire AD attack chain)
  • "Centralize secrets in HashiCorp Vault; rotate hardcoded creds" (addresses 9 findings)

This is what the CISO presents to the board. Make it memorable.


Deliverable Formats

| Format | Use | |--------|-----| | PDF | Executive read, formal record, contractual deliverable | | DOCX | If the client wants to redact or extend | | HTML | Internal portal upload, searchable via grep | | JSON | SIEM / GRC tool ingestion (DefectDojo, Faraday, ServiceNow) | | CSV | Quick import into Jira / Asana for tracking | | Markdown source | The single source of truth that generates all the above |

Build all formats from one Markdown source via Pandoc / a static site generator. Never maintain parallel formats by hand.

# Markdown → polished PDF via Pandoc + LaTeX template
pandoc report.md -o report.pdf \
  --template=client-template.tex \
  --pdf-engine=xelatex \
  --metadata=title:"Penetration Test Report — Client Co." \
  --toc --number-sections

Common Report Mistakes

| Mistake | Fix | |---------|-----| | CVSS 9.0 on every finding ("over-CVSSing") | Score honestly; clients lose trust if everything is critical | | Marketing language ("revolutionary attack") | Plain professional tone | | Tool output dumped as evidence | Curate; show the relevant 5 lines | | Generic remediation ("validate input") | Specific code/config changes | | Missing reproduction steps | If they can't reproduce, they can't fix | | Untimed evidence | Every action gets a UTC timestamp | | Confusing identical findings | Group by class, list affected items in a table | | Forgotten retest plan | Each finding includes how you'll verify the fix | | Failure to separate scope from limitations | Sc

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars6.8k
CategoryContent
Updated6d ago
Forks896

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions