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work-audit

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Mis à jour25 juin 2026 à 15:59

Review project deliverables for defects, quality issues, and gaps before they are accepted, published, or handed off. Use this skill when reviewing any project output — code, documents, designs, data, reports, plans — to find problems before they cause rework downstream. Trigger phrases: "review this before we ship it", "audit this deliverable", "find issues in this", "QA this output", "something feels off about this", "check this before sending", "review the quality of this work", "is this good enough to ship?", "find defects in this code/document/design". This skill finds WHAT IS WRONG with what was produced. DISAMBIGUATION — "review this" is ambiguous; choose by what you're checking for: defects and quality issues in the deliverable → work-audit (this skill); whether the work matches the agreed scope and requirement → project-qa; whether the code is correctly tested and verified → testing-strategy; whether the plan has hidden risks or blind spots → tenth-man. When the request is a general "review before sh

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Thxn6nan

Thxn6nan/nemo-skills-collection

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Métiers associésSOC

Basé sur la classification professionnelle SOC

Spécialistes en gestion de projetsProfessions des affaires et des opérations financières·SOC 13-1082

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SKILL.md

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name

work-audit

description

Work Audit Skill

Reviews deliverables for defects before they are accepted or move downstream. A defect found before handoff costs a fraction of one found after.

Core Principle

The purpose of audit is not to assign blame — it is to find problems while they are still cheap to fix. A defect in a draft costs minutes. The same defect after delivery costs hours or days.

Defect Taxonomy

All defects are classified into five types:

Code	Type	Description
L	Logic Error	The output is wrong — incorrect reasoning, bad calculation, wrong result
O	Omission	Something required is missing
R	Regression	The work broke something that was working before
S	Standard Violation	Output doesn't match agreed conventions or requirements
I	Integrity Issue	Output is correct now but fragile — likely to break or mislead later

Audit Workflow

Step 1 — Establish Acceptance Criteria

Before finding defects, be clear about what "correct" looks like. If acceptance criteria don't exist → define them before auditing.

ACCEPTANCE CRITERIA FORMAT:
  AC-1: <what the deliverable must do or contain>
        Pass: <what passing looks like>
        Fail: <what failing looks like>
  AC-2: ...

Step 2 — Select the Appropriate Checklist

Run the checklist matching the deliverable type: See references/audit-checklists.md

Code → correctness, error handling, security, maintainability, tests
Document / Report → completeness, accuracy, consistency, clarity
Plan → feasibility, completeness, dependencies, assumptions stated
Data / Config → schema validity, required fields, value ranges
Design → requirement coverage, edge cases, consistency

Step 3 — Classify and Record Each Defect

DEFECT-N [Type Code] Short Title
  What is wrong:   <specific description>
  Where:           <file, section, line, field, or step>
  Expected:        <what it should be>
  Actual:          <what it is>
  Severity:        [Critical | High | Medium | Low]
  Fix:             <concrete corrective action>

Severity guide:

Critical — Causes failure, data loss, security issue, or blocks use entirely
High — Causes incorrect behavior users will encounter; must fix before shipping
Medium — Incorrect in edge cases or degrades quality; fix in next revision
Low — Cosmetic, inconsistent with standards, minor polish

Step 4 — Deliver the Audit Report

AUDIT RESULT: [PASS | PASS WITH NOTES | FAIL]

Quality Score: 100 − (Critical×25 + High×10 + Medium×3 + Low×1)

Defects:
  Critical: <N>  → must fix before shipping
  High:     <N>  → must fix before shipping
  Medium:   <N>  → fix in next revision
  Low:      <N>  → optional polish

Required fixes: <list Critical + High defects>

Result rules:

Any Critical → FAIL
Any High → FAIL
Medium only → PASS WITH NOTES
Low only → PASS
No defects → PASS (document as clean)

Severity → Action

Finding	Required Action
Critical	Stop. Fix before any further use or distribution
High	Fix before this deliverable is accepted or shipped
Medium	Log and fix in next revision; does not block acceptance
Low	Fix if time allows; no block

Reference Files

references/audit-checklists.md — Checklists by deliverable type
references/audit-report-format.md — Full report template with examples

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Thxn6nan/nemo-skills-collection

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Thxn6nan/nemo-skills-collection

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Thxn6nan/nemo-skills-collection

Plan and implement a complete testing approach — unit tests, coverage analysis, verification, and validation. Use this skill when writing tests for new code, when coverage is insufficient, when tests don't catch real bugs, when validating that work meets requirements, or when setting up a testing strategy for a project. Trigger phrases: "write unit tests", "test this code", "improve test coverage", "coverage analysis", "verify this works", "validate this meets requirements", "testing strategy", "how do we test this?", "tests aren't catching bugs", "what should we test?", "is this correct?", "does this do what was asked?". Covers V&V — Verification ("built it right") and Validation ("built the right thing"). DISAMBIGUATION — choose by test level: unit tests, coverage analysis, and verification/validation of individual components → testing-strategy (this skill); full system flows from user input to output, integration test strategy → e2e-testing; finding defects in an already-produced deliverable → work-audit.

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Thxn6nan/nemo-skills-collection

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name

work-audit

description

Work Audit Skill

Reviews deliverables for defects before they are accepted or move downstream. A defect found before handoff costs a fraction of one found after.

Core Principle

The purpose of audit is not to assign blame — it is to find problems while they are still cheap to fix. A defect in a draft costs minutes. The same defect after delivery costs hours or days.

Defect Taxonomy

All defects are classified into five types:

Code	Type	Description
L	Logic Error	The output is wrong — incorrect reasoning, bad calculation, wrong result
O	Omission	Something required is missing
R	Regression	The work broke something that was working before
S	Standard Violation	Output doesn't match agreed conventions or requirements
I	Integrity Issue	Output is correct now but fragile — likely to break or mislead later

Audit Workflow

Step 1 — Establish Acceptance Criteria

Before finding defects, be clear about what "correct" looks like. If acceptance criteria don't exist → define them before auditing.

ACCEPTANCE CRITERIA FORMAT:
  AC-1: <what the deliverable must do or contain>
        Pass: <what passing looks like>
        Fail: <what failing looks like>
  AC-2: ...

Step 2 — Select the Appropriate Checklist

Run the checklist matching the deliverable type: See references/audit-checklists.md

Code → correctness, error handling, security, maintainability, tests
Document / Report → completeness, accuracy, consistency, clarity
Plan → feasibility, completeness, dependencies, assumptions stated
Data / Config → schema validity, required fields, value ranges
Design → requirement coverage, edge cases, consistency

Step 3 — Classify and Record Each Defect

DEFECT-N [Type Code] Short Title
  What is wrong:   <specific description>
  Where:           <file, section, line, field, or step>
  Expected:        <what it should be>
  Actual:          <what it is>
  Severity:        [Critical | High | Medium | Low]
  Fix:             <concrete corrective action>

Severity guide:

Critical — Causes failure, data loss, security issue, or blocks use entirely
High — Causes incorrect behavior users will encounter; must fix before shipping
Medium — Incorrect in edge cases or degrades quality; fix in next revision
Low — Cosmetic, inconsistent with standards, minor polish

Step 4 — Deliver the Audit Report

AUDIT RESULT: [PASS | PASS WITH NOTES | FAIL]

Quality Score: 100 − (Critical×25 + High×10 + Medium×3 + Low×1)

Defects:
  Critical: <N>  → must fix before shipping
  High:     <N>  → must fix before shipping
  Medium:   <N>  → fix in next revision
  Low:      <N>  → optional polish

Required fixes: <list Critical + High defects>

Result rules:

Any Critical → FAIL
Any High → FAIL
Medium only → PASS WITH NOTES
Low only → PASS
No defects → PASS (document as clean)

Severity → Action

Finding	Required Action
Critical	Stop. Fix before any further use or distribution
High	Fix before this deliverable is accepted or shipped
Medium	Log and fix in next revision; does not block acceptance
Low	Fix if time allows; no block

Reference Files

references/audit-checklists.md — Checklists by deliverable type
references/audit-report-format.md — Full report template with examples