PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor

PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 53
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor | Route /signal-canvas/psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor",
    "query_text": "Summarize PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor",
  "normalized_query": "2604.00931",
  "route": "/signal-canvas/psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor",
  "paper_ref": "psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 53

Proof: Verification pending

Freshness state: computing

Source paper: PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor

PDF: https://arxiv.org/pdf/2604.00931v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-02T20:57:59.965Z

Signal Canvas receipt window

Watch and verify: PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor

/buildability/psychagent-an-experience-driven-lifelong-learning-agent-for-self-evolving-psychological-counselor

Watchwatch

Subject: PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor

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