Agent Handoff Diff

Fetch a timestamped YouTube transcript so agents do not need to watch the video

Normalize a public product page into agent-ready commerce JSON

Fetch one YouTube transcript and return a compact all-in-one analysis for agents

Turn a messy human request into an execution-ready goal, constraints, ambiguity signals and one question only if needed

Check whether a tool call or structured request is missing required input fields

Compress a verbose user task into search-engine-ready query variants

Deduplicate facts and near-duplicate notes to save downstream agent tokens

Rank candidate next actions against the current agent state

Redact common API keys, tokens and private-key patterns before logging or handoff

Scan untrusted text for common prompt-injection and instruction-override patterns

Extract concrete action items, priority and deadline signals from messy text

Detect contradictory facts, negations and numeric mismatches before an agent acts

Report what changed between two agent handoff states so the next agent reads only the delta

Decide whether an agent should ask the human or safely infer and continue

Extract hard constraints, soft preferences, exclusions, budgets and deadlines from a human request

Rank search results for a task and flag duplicate, stale and spam-like results

Extract compact price, currency, availability and seller facts from a public product page

Score whether a public product page contains enough reliable data for commerce agents

Compare 2 to 5 public product pages and select the cheapest offer separately per currency

Decide whether an API/tool failure should be retried and suggest the next action

Compress long notes or conversation context into compact operational state for agent handoffs