AI-native web scraping and JavaScript reverse-engineering platform powered by DSH, Patchright/CDP, semantic recovery, and verifiable Solvers
DeepSpider exposes 9 tools with partial schema coverage and inconsistent descriptions. All tools have descriptions (10-80 chars), but most are terse and lack actionable context for LLM selection. Input schemas are present and typed, but parameter descriptions are minimal or absent. No output schemas documented. Error handling exists (DeepSpiderToolError) but lacks recovery guidance. Tool names follow verb_noun convention (browser_launch, network_intercept) but lack clarity on mutual exclusivity and composition. No tool annotations (readOnlyHint/destructiveHint) despite clear WRITE vs READ_ONLY risk classifications in metadata.
Launch a browser instance with anti-detection capabilities
Navigate to a URL in the current browser page
Capture page screenshot
Set and manage debugger breakpoints
Inject hooks into page context for monitoring
Intercept and analyze network requests and responses
Perform semantic recovery on obfuscated code
Analyze and deobfuscate JavaScript code
Enable anti-detection stealth features
No output schemas documented. LLMs cannot infer what fields to expect from tool responses, forcing them to guess at downstream field names and risk broken tool chains.
Parameter descriptions are missing or minimal (e.g., 'Target API to hook' for hook_inject). LLMs cannot determine valid values, constraints, or when to use each parameter without explicit guidance.
Tool descriptions are terse (30-40 chars) and lack context for LLM selection. E.g., 'Inject hooks into page context for monitoring' does not explain WHEN to use this vs other tools or what the agent should expect.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 44 | 2026-07-28+ | v2 |
No tool annotations (readOnlyHint/destructiveHint/idempotentHint) despite clear WRITE vs READ_ONLY risk metadata. LLMs cannot determine which tools are safe to retry or have side effects.
Error handling returns DeepSpiderToolError with code/message/details but no recovery guidance. LLMs receive 'error code X' with no hint on whether to retry, ask the user, or abort.