Three research tasks completed: OpenClaw/Claude subscriber data brief, Netmetrix/K Labs evaluation, contact scraping research. OpenClaw brief is comprehensive with 27-row data table and source verification labels. Contact scraping evidence is thinner -- no standalone artifact found.
OpenClaw data is specific and verifiable: 346K GitHub stars, 3.2M MAU, $30B ARR with source citations. Netmetrix assessment is appropriately skeptical. No factual errors on spot check. Minor deduction for preamble text leaking into output -- a formatting error, not a factual one.
Three research tasks in a session is solid throughput. The OpenClaw brief is substantial. No evidence of exceptional speed or delay.
Both major reports follow the same structure: executive summary, table, detailed findings, source citations. Quality is even across the two major deliverables. Contact scraping task is less visible, limiting confidence.
The OpenClaw report has preamble text leaking into output ('Now let me compile and deliver the research report'). This is a repeat finding from baseline -- not fixed. Memory search documented in some output but inconsistently. Output cleanup pass is missing.
Demonstrated: research, analysis, data synthesis. Three of twelve domains. Narrow but within expected scope for a research-focused agent.
L3 tasks (multi-step, ambiguous -- 'find actual subscriber data' requires judgment about sourcing). Not L4 because tasks were single-domain. The Netmetrix evaluation required some cross-domain judgment.
Effective web search, source verification, data synthesis. Appropriate use of tables and structured output. No tool failures observed.
Level 2. Produced complete deliverables without intervention. Did not need clarification rounds.
N/A -- first assessment. Preamble leak was flagged in baseline and persists, suggesting limited self-correction.
No delegation observed. As a Generalist, some delegation capability is expected but not yet demonstrated.
No orchestration observed.
Scout produces clean, well-sourced research briefs. The OpenClaw brief is genuinely useful -- the data table with explicit source-type labels (Confirmed vs. Third-party estimate) is exactly what an executive needs for decision-making. The Netmetrix brief correctly concludes "limited strategic value" rather than inflating relevance.
The accuracy is solid but not flawless. The preamble text leak ("Now let me compile and deliver the research report") appearing in the delivered output is a minor but telling quality issue. It signals that the agent does not clean its own output before delivery. This was flagged in the baseline assessment and persists in the pulse -- a repeat failure that suggests limited self-correction.
Scout's path forward is straightforward: add an output cleanup pass that strips agent-internal text before delivery, and document memory search consistently in every output file. The research quality itself is strong. The process discipline needs work.