Agent Interaction Audit
Turns Codex/Claude Code session traces into a private, evidence-tiered retrospective with an actionable improvement queue.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 14, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · e3da52e
Applied its Report Contract to this very benchmarking session: it forced a BLUF plus evidence-tiered insight/bottleneck/recommendation structure instead of a flat timeline, and correctly self-labeled the single-session sample 'under-evidenced' rather than inflating a verdict — matching the skill's own built-in bad-vs-good example almost exactly.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 4/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 4/5
What Agent Interaction Audit does
Collects local Codex and Claude Code trace, automation-log, and prompt/rule evidence for a repository, then builds a private Markdown audit plus a machine-readable improvement-queue JSON covering collaboration bottlenecks, stale rules, and repeated agent mistakes. Triggers on requests for agent-interaction retrospectives, collaboration-friction audits, or trace-based workflow-improvement queues.
How to install Agent Interaction Audit
git clone https://github.com/JasonxzWen/harness-hub
cd harness-hub
mkdir -p ~/.claude/skills
cp -r skills/agent-interaction-audit ~/.claude/skills/agent-interaction-audit
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Agent Interaction Audit
-
/agent-interaction-auditTurns Codex/Claude Code session traces into a private, evidence-tiered retrospective with an actionable improvement queue.
It also activates on plain-language prompts like these:
-
Audit my Claude Code sessions this month for collaboration issues -
Give me a retrospective on how my agent interactions went -
Analyze my Codex and Claude Code traces and build an improvement queue
Frequently asked questions
- Is the Agent Interaction Audit skill free?
- Yes. The skill itself is free from JasonxzWen/harness-hub. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Agent Interaction Audit work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Applied its Report Contract to this very benchmarking session: it forced a BLUF plus evidence-tiered insight/bottleneck/recommendation structure instead of a flat timeline, and correctly self-labeled the single-session sample 'under-evidenced' rather than inflating a verdict — matching the skill's own built-in bad-vs-good example almost exactly.
- What is the Agent Interaction Audit SkillProof Score?
- 8.4/10 — installs cleanly 4/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.
- How do I install Agent Interaction Audit?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Agent Interaction Audit with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.