Audit Agent Experience Skill#79
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Spawns parallel Claude subagents against a target docs/SDK/SKILL.md from a one-sentence prompt, captures structured traces, and renders a graded HTML report scoring Setup Friction, Speed, Efficiency, Error Recovery, and Doc Quality. Includes narrative cross-agent review to surface convergent hallucinations and silent workarounds the JSON self-report misses. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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shrey150
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May 13, 2026
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Pre-approving, quick fixes to make
| description: "Audit the developer experience of a product, SDK, docs site, or SKILL.md by dropping multiple Claude subagents at it with only a tiny task prompt and real tools (WebFetch, Bash, Write). Agents must discover the docs themselves, install deps, ask for credentials if needed, and attempt real execution. The skill captures each agent's trace — tool calls, retries, wall time, errors — and scores on Setup Friction, Speed, Efficiency, Error Recovery, and Doc Quality, then emits an HTML report with an A–F grade and concrete fixes. Use when the user asks to audit agent experience, test a skill, audit docs for agents, check if a SDK is agent-friendly, validate a SKILL.md, measure agent DX, or benchmark how painful onboarding is for an AI agent. Triggers: 'audit agent experience', 'test this skill', 'audit docs for agents', 'is my SDK agent-friendly', 'run a DX audit', 'agent experience test', 'test my docs', 'how do agents do with my product'." | ||
| license: MIT | ||
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| author: jay |
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| Write the value into per-agent workspace `.env` files using the same generic names (`API_KEY`, `PROJECT_ID`, `SECRET`) as the paste flow — see Step 2. The discovery layer is upstream of injection; downstream behavior (generic names, agent must read docs to map them) is unchanged. | ||
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| **Orchestrator-retained credentials.** After writing per-agent `.env` files, the orchestrator keeps the **original product-specific names → values** (e.g. `BROWSERBASE_API_KEY`, `BROWSERBASE_PROJECT_ID`) available to itself for downstream verification work in Steps 6 / 6.5 / 8 — for example, calling the product's API with `curl` to confirm that a session ID an agent reported actually resolves, or fetching session metadata to enrich the report. The orchestrator can read them with `printenv` (no need to store anywhere — the parent shell already has them since auto-discover sourced them from there). |
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remove BROWSERBASE_PROJECT_ID
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Spawns parallel Claude subagents against a target docs/SDK/SKILL.md from a one-sentence prompt, captures structured traces, and renders a graded HTML report scoring Setup Friction, Speed, Efficiency, Error Recovery, and Doc Quality. Includes narrative cross-agent review to surface convergent hallucinations and silent workarounds the JSON self-report misses.
Note
Low Risk
Primarily adds new skill documentation/templates and a static prospecting profile, with no executable code changes beyond what future skill runners may follow.
Overview
Introduces a new
audit-agent-experienceskill, including a detailedSKILL.mdplaybook for running parallel subagent onboarding audits (config prompts, credential-handling guidance, trace parsing, scoring rubric, and report generation flow).Adds supporting assets for the skill: an HTML report template (
assets/report-template.html) plus reference docs (references/*) defining prompt variants, subagent trace schema/brief, and scoring rules, and includes a new MITLICENSE.txt. Also adds aBrowserbaseprospecting profile JSON underskills/event-prospecting/profiles/.Reviewed by Cursor Bugbot for commit 8f64258. Bugbot is set up for automated code reviews on this repo. Configure here.