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Audit or design agent-facing product capabilities: action/context parity, discoverable contracts, safe mutations, verifiable outcomes, and recovery. Use for explicit agent-readiness reviews of apps, repos, CLIs, APIs, MCP/A2A integrations, or Agent Skills; not every general code or documentation task.

Use this Skill: https://skilld.dev/gh/tristanmanchester/agent-skills/agent-use

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Edit a local copy. It keeps the author and licence.

referencesreport-template.md

≈509 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Agent-use audit report template

Agent-use audit: <target>

Overall: <score>/100 (<grade>) Date: <date> Reviewer: <name/agent> Surfaces reviewed: <repo/docs/CLI/API/SDK/MCP/UI/files/skill> Surfaces not reviewed: <limits>

Executive summary

<3-7 sentences. State the main strengths, biggest blockers, and highest-leverage fixes.>

Applicability

Surface/dimension Applies? Why
Web/docs yes/no <reason>
CLI/TUI yes/no <reason>
API/SDK yes/no <reason>
App UI yes/no <reason>
Tools/MCP/A2A yes/no <reason>
Files/workspace yes/no <reason>

Scores

Dimension Applicable Score Evidence Main gap
Discoverability yes/no 0-10 <file/url/command> <gap>
Content readability yes/no 0-10 <file/url/command> <gap>
Capability contracts yes/no 0-10 <file/url/command> <gap>
Action parity yes/no 0-10 <file/url/command> <gap>
Context parity yes/no 0-10 <file/url/command> <gap>
Parseable outputs yes/no 0-10 <file/url/command> <gap>
Safety/recovery yes/no 0-10 <file/url/command> <gap>
Evals/maintenance yes/no 0-10 <file/url/command> <gap>

Action/context parity map

Human capability Human context Agent-readable context Agent action path Safety level Recovery path Gap
<workflow> <UI state> <endpoint/file/tool> <command/API/tool> <level> <undo/status> <gap>

Findings

Critical

  1. <Issue> — <evidence> — Impact: <impact>. Fix: <patchable recommendation>. Acceptance test: <test>.

High / Medium / Low

<Repeat as needed.>

Top remediation plan

0-2 days

  1. <Fix, owner, acceptance test>

2-7 days

  1. <Fix, owner, acceptance test>

7-30 days

  1. <Fix, owner, acceptance test>

Evals to add

Task Current failure mode Passing condition
<task> <failure> <assertion>

Source: SKILL.md on GitHub

skilld matched fixed text patterns in SKILL.md and file names. Patterns miss obfuscated code.

skilld run checks every file with the same patterns. It asks for approval before it loads a Skill with a behavior marked Needs approval.

1 warning1mo3 checks · Risk SAFE
  • Gen Agent Trust Hub1mo

    The skill 'agent-use' is a comprehensive toolkit for auditing and designing agent-ready systems. It includes documentation, templates, and Python scripts for scanning repositories and websites. Security analysis found no malicious intent; identified network and command execution patterns are aligned with the skill's primary purpose as an auditing tool.

  • Socket1mo

    1 alert: gptAnomaly

  • Snyk1mo

    Risk: LOW · No issues

Signed by skilld at 3323bc9. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 weeks ago.

Steadyupdated last month
metadata
{
  "version": "3.0.0",
  "reviewed": "2026-09-13"
}
Other metadata
compatibility
Local helper scripts require Python 3.10+; structural validation also requires PyYAML 6.0.3 or later in major 6. Network and execution checks need separately authorised tools and environments.

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