Agent skill

Audit Report Writing

by mukul975 in mukul975/Privacy-Data-Protection-Skills

Guides privacy audit report writing including executive summary drafting, findings classification (critical, high, medium, low), evidence referencing, root cause analysis documentation…

Apache-2.0Auto-check passedLegal & Compliance

Install Audit Report Writing

skills CLI
$ npx skills add mukul975/Privacy-Data-Protection-Skills --skill audit-report-writing -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mukul975/Privacy-Data-Protection-Skills audit-report-writing --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/privacy/audit-report-writing .claude/skills/audit-report-writing && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
audit-report-writing
GitHub stars
301
Token cost
~1.7k tokens
SKILL.md length
678 words
Files
5 (incl. scripts, references, assets)
Skills in repo
280
Repo updated
First seen
Licence
Apache-2.0

At a glance

Guides privacy audit report writing including executive summary drafting, findings classification (critical, high, medium, low), evidence referencing, root cause analysis documentation…

  • Works in 6 steps: State the audit scope, period, and… → Provide an overall compliance opinion… → Summarise the distribution of findings… → …
  • Tasks that involve Report writing
  • SKILL.md covers Overview, Report Structure, Findings Classification and Finding Documentation Format, plus 5 more sections
  • Runs Python scripts from its folder

What it does

Audit Report Writing is an agent skill from mukul975/Privacy-Data-Protection-Skills. Guides privacy audit report writing including executive summary drafting, findings classification (critical, high, medium, low), evidence referencing, root cause analysis documentation, recommendation formulation, management response tracking, and report distribution protocols. Covers report structure from scope definition through appendices and sign-off. Keywords: audit report, findings documentation, executive summary, recommendations, report structure, privacy audit deliverables.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts, reference files and assets (for example `assets/template.md`, `references/standards.md` and `references/workflows.md`).

It sits in Legal & Compliance, covering Report writing, Privacy and GDPR and Summarization. The repository describes itself as: 282+ structured privacy & data protection skills for AI agents. GDPR, CCPA, EU AI Act, HIPAA, LGPD, PIPL, DPDP Act. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Report writing
  • Tasks that involve Privacy and GDPR
  • Tasks that involve Summarization

Example prompts

  • “Use the audit-report-writing skill to guide privacy audit report writing including executive summary drafting, findings classification (critical…”
  • “/audit-report-writing”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. State the audit scope, period, and objectives in one paragraph
  2. Provide an overall compliance opinion (satisfactory, needs improvement, unsatisfactory)
  3. Summarise the distribution of findings by severity
  4. Highlight any critical or high findings requiring immediate attention
  5. Note positive observations and areas of strong compliance
  6. Conclude with the overall risk posture assessment

What it can do on your machine

Read from SKILL.md and the folder at commit 9b2ef9e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Audit Report Writing loads about 1.7k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 127 tokens; SKILL.md has 678 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~127
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from mukul975/Privacy-Data-Protection-Skills at commit 9b2ef9e, republished under its Apache-2.0 licence (© mukul975). 678 words, ~1,697 tokens.

Download SKILL.mdSave it as .claude/skills/audit-report-writing/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
audit-report-writing
description
Guides privacy audit report writing including executive summary drafting, findings classification (critical, high, medium, low), evidence referencing, root cause analysis documentation, recommendation formulation, management response tracking, and report distribution protocols. Covers report structure from scope definition through appendices and sign-off. Keywords: audit report, findings documentation, executive summary, recommendations, report structure, privacy audit deliverables.
license
Apache-2.0
metadata.author
mukul975
metadata.version
1.0
metadata.domain
privacy
metadata.subdomain
privacy-audit-certification
metadata.tags
audit-report, findings-documentation, executive-summary, recommendations, report-structure

Privacy Audit Report Writing

Overview

Privacy audit report writing is the discipline of translating audit fieldwork into a structured, defensible written deliverable that communicates audit objectives, methodology, findings, and recommendations to stakeholders. A well-crafted audit report serves as the primary vehicle for communicating the state of privacy compliance to governance bodies, management, regulators, and data protection authorities.

Under GDPR Article 39(1)(b), the Data Protection Officer must monitor compliance including audits, meaning audit reports are a key instrument of DPO oversight. ISO 19011:2018 (Guidelines for auditing management systems) Section 6.6 provides the international standard framework for audit report content and distribution.

Report Structure

Standard Sections
SectionPurposeTypical Length
Cover PageReport identification, classification, distribution list1 page
Executive SummaryHigh-level findings, overall opinion, critical issues1-2 pages
Table of ContentsNavigation aid1 page
Audit Scope and ObjectivesWhat was audited, boundaries, exclusions1-2 pages
MethodologyAudit approach, sampling, tools used1-2 pages
Findings and ObservationsDetailed findings with evidence, risk rating, root cause5-20 pages
RecommendationsPrioritised corrective actions2-5 pages
Management ResponseAuditee agreement/disagreement, action plans, deadlines2-5 pages
AppendicesEvidence references, sampling details, interview logsVariable

Findings Classification

Severity Ratings
RatingDefinitionResponse Timeline
CriticalMaterial non-compliance creating immediate risk of regulatory enforcement, data breach, or significant harm to data subjectsImmediate remediation; board notification within 24 hours
HighSignificant control weakness or non-compliance that could lead to a breach or regulatory action if not addressedRemediation plan within 14 days; completion within 60 days
MediumControl deficiency that does not currently pose immediate risk but could deteriorateRemediation within 90 days
LowOpportunity for improvement; minor procedural gapRemediation within 180 days or next audit cycle
ObservationGood practice note or suggestion; not a formal findingNo mandatory action

Finding Documentation Format

Each finding should include:

ElementDescription
Finding IDUnique identifier (e.g., AUDIT-2026-001)
TitleConcise descriptive title
ConditionWhat was observed (the current state)
CriteriaWhat was expected (the standard, policy, or regulation)
CauseRoot cause analysis (why the gap exists)
EffectImpact or potential impact of the finding
Risk RatingCritical / High / Medium / Low
RecommendationSpecific corrective action
Management ResponseAuditee's response, action plan, responsible owner, deadline
Evidence ReferenceDocument IDs, screenshots, interview notes

Executive Summary Writing

The executive summary must:

  1. State the audit scope, period, and objectives in one paragraph
  2. Provide an overall compliance opinion (satisfactory, needs improvement, unsatisfactory)
  3. Summarise the distribution of findings by severity
  4. Highlight any critical or high findings requiring immediate attention
  5. Note positive observations and areas of strong compliance
  6. Conclude with the overall risk posture assessment
Show full SKILL.md (245 more words)Show less

Evidence Referencing

Evidence Types
TypeExampleReference Format
DocumentaryPolicy documents, procedures, recordsDOC-001: "Data Retention Policy v3.2, dated 15-Jan-2026"
TestimonialInterviews, walkthroughsINT-001: "Interview with DPO, 10-Mar-2026, 14:00-15:00"
AnalyticalData analysis, sampling resultsANA-001: "DSAR response time analysis, Q4 2025"
ObservationalSystem screenshots, process observationOBS-001: "Screenshot of consent banner, captured 12-Mar-2026"

Report Quality Criteria

CriterionStandard
AccuracyAll findings supported by verified evidence; factual errors corrected before issuance
ObjectivityBalanced presentation; positive observations included alongside findings
ClarityPlain language; technical terms defined; avoid jargon
CompletenessAll scope areas addressed; no material omissions
ConstructivenessRecommendations are actionable, specific, and proportionate
TimelinessDraft report issued within 10 business days of fieldwork completion
ConcisenessNo unnecessary repetition; findings are distinct

Distribution and Confidentiality

ClassificationRecipients
Full ReportChief Privacy Officer, DPO, Internal Audit Director, auditee management
Executive Summary OnlyBoard Audit Committee, C-suite
Redacted VersionExternal regulators (on request), external auditors
Finding-Specific ExtractsIndividual finding owners for remediation tracking

GDPR and Regulatory Context

RegulationAudit Report Relevance
GDPR Article 5(2)Accountability principle — audit reports demonstrate compliance monitoring
GDPR Article 24Controller must implement appropriate measures and be able to demonstrate compliance
GDPR Article 28(3)(h)Processor must allow and contribute to audits conducted by the controller
GDPR Article 39(1)(b)DPO must monitor compliance including assignments of responsibilities, awareness-raising, training, and related audits
GDPR Article 47(2)(j)BCRs must include audit mechanisms
ISO 27701:2019 Section 5.2PIMS-specific audit requirements
ISO 19011:2018 Section 6.6Preparing and distributing the audit report

© mukul975, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts, references, assets) in skills/privacy/audit-report-writing of mukul975/Privacy-Data-Protection-Skills.

  • SKILL.md
  • assets/template.md
  • references/standards.md
  • references/workflows.md
  • scripts/process.py

Open the folder on GitHubat commit 9b2ef9e

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Audit Report Writing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Audit Report Writing compared with similar skills
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Audit Report Writing this skillmukul975/Privacy-Data-Protection-Skills301—~1.7kAutomated safety check: PassApache-2.0
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Tech Distilleryaofeino1/tech-distiller144—~1.2kAutomated safety check: PassNone
Video Transcript Report Builderimexlovery/video-report-agent197—~1.9kAutomated safety check: PassNone
Other Legal RetrievalTHUYRan/Legal-Skills-Chinese874—~13kAutomated safety check: PassNone
Offensive ReportingSnailSploit/Claude-Red7.4k—~3.7kAutomated safety check: PassMIT

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Questions about Audit Report Writing

What does Audit Report Writing do?

Guides privacy audit report writing including executive summary drafting, findings classification (critical, high, medium, low), evidence referencing, root cause analysis documentation…. Audit Report Writing is an agent skill from mukul975/Privacy-Data-Protection-Skills. Guides privacy audit report writing including executive summary drafting, findings classification (critical, high, medium, low), evidence referencing, root cause analysis documentation, recommendation formulation, management response tracking, and report distribution protocols.

When should I use Audit Report Writing?

Audit Report Writing fits situations like: tasks that involve Report writing; tasks that involve Privacy and GDPR; tasks that involve Summarization.

How do I install Audit Report Writing in Claude Code?

Run `npx skills add mukul975/Privacy-Data-Protection-Skills --skill audit-report-writing -a claude-code`. Or copy the skill folder (skills/privacy/audit-report-writing in mukul975/Privacy-Data-Protection-Skills) into .claude/skills/audit-report-writing in your project. Claude Code loads it when a task matches its description.

How do I install Audit Report Writing in Codex?

Run `npx skills add mukul975/Privacy-Data-Protection-Skills --skill audit-report-writing -a codex`. Or copy the skill folder (skills/privacy/audit-report-writing in mukul975/Privacy-Data-Protection-Skills) into .agents/skills/audit-report-writing in your project. Codex loads it when a task matches its description.

Can I use Audit Report Writing in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mukul975/Privacy-Data-Protection-Skills --skill audit-report-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-report-writing, .gemini/skills/audit-report-writing, .github/skills/audit-report-writing and .opencode/skills/audit-report-writing in your project.

What does Audit Report Writing need to run?

Going by SKILL.md and its folder, Audit Report Writing needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Audit Report Writing access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Audit Report Writing safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Audit Report Writing use?

Audit Report Writing is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Audit Report Writing use?

About 1.7k tokens (SKILL.md is roughly 6.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2k tokens, read only when the agent opens those files.

What are the alternatives to Audit Report Writing?

Skills that share tags, products or a category with Audit Report Writing: HTML Summary (testdouble/han, 281 stars), Tech Distiller (yaofeino1/tech-distiller, 144 stars), Video Transcript Report Builder (imexlovery/video-report-agent, 197 stars) and Other Legal Retrieval (THUYRan/Legal-Skills-Chinese, 874 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Audit Report Writing?

mukul975 (a GitHub user) maintains it in mukul975/Privacy-Data-Protection-Skills, which has 301 GitHub stars. The repository holds 280 skills in this directory. The repository was last updated on March 16, 2026.

Source: mukul975/Privacy-Data-Protection-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.