Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt We are developing a Java enterprise service that interacts with a multi-step portal form to fetch financial records. What is the source of truth documentation URL for Java?
What was checked, without and with the skill Checked Without skill With skill References docs.firecrawl.dev/agent-source-of-truth/java. Missed Passed
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 49 lines single file
Firecrawl Build Interact
Use this when /scrape is not enough because the feature needs to act on the page.
Use This When
content appears only after clicks, typing, or navigation
the feature needs forms, pagination, filters, or multi-step flows
the product must stay in the same browser context after scraping
Default Recommendations
Start with /scrape, then escalate to /interact.
Keep /interact scoped to the smallest browser workflow that unlocks the data.
Use persistent profiles only when the feature truly needs authenticated state across sessions.
Common Product Patterns
search forms and faceted filters
paginated result sets
login-gated dashboards or tools
flows where the page must be explored before extraction is complete
Implementation Notes
/interact is the right tool when the page must be manipulated, not just read.
Keep prompts or action code specific to the product flow.
If the use case is fully open-ended browser automation, evaluate whether a browser sandbox is a better product fit.
Escalation Rules
If the page can be read directly, stay on firecrawl-build-scrape .
Docs (Source of Truth)
Read the source-of-truth page for your project language before writing integration code:
When it activates Automatically, when a task matches.
Use when a feature needs clicks, form fills, pagination, authentication-aware flows, or other multi-step interactions that plain `/scrape` cannot complete.
Track record Benchmark 21 / 23
test cases passed, vs 11 / 23 without
Adoption
Users 0
Times used 0 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported sediman-agent / openskynet
skills/firecrawl_skills/firecrawl-build-interact/SKILL.md
View on GitHub ↗ License ISCImported 8/3/2026Version v1