Upgrade Feynman research runtime and setup

prompts/autoresearch.md

@@ -0,0 +1,16 @@
+---
+description: Turn a research idea into a paper-oriented end-to-end run with literature, hypotheses, experiments when possible, and a draft artifact.
+---
+Run an autoresearch workflow for: $@
+
+Requirements:
+- Start by clarifying the research objective, scope, and target contribution.
+- Search for the strongest relevant primary sources first.
+- If the topic is current, product-oriented, market-facing, or asks about latest developments, start with `web_search` and `fetch_content`.
+- Use `alpha_search` for academic background or paper-centric parts of the topic, but do not rely on it alone for current topics.
+- Build a compact evidence table before committing to a paper narrative.
+- If experiments are feasible in the current environment, design and run the smallest experiment that materially reduces uncertainty.
+- If experiments are not feasible, produce a paper-style draft that is explicit about missing validation and limitations.
+- Save intermediate planning or synthesis artifacts to `notes/` or `outputs/`.
+- Save the final paper-style draft to `papers/`.
+- End with a `Sources` section containing direct URLs for every source used.

prompts/compare-sources.md

@@ -5,6 +5,8 @@ Compare sources for: $@
 
 Requirements:
 - Identify the strongest relevant primary sources first.
+- For current or market-facing topics, use `web_search` and `fetch_content` to gather up-to-date primary sources before comparing them.
+- For academic claims, use `alpha_search` and inspect the strongest papers directly.
 - Inspect the top sources directly before comparing them.
 - Build a comparison matrix covering:
   - source

prompts/deepresearch.md

@@ -0,0 +1,13 @@
+---
+description: Run a thorough, source-heavy investigation on a topic and produce a durable research brief with explicit evidence and source links.
+---
+Run a deep research workflow for: $@
+
+Requirements:
+- If the topic is current, product-oriented, market-facing, regulatory, or asks about latest developments, start with `web_search` and `fetch_content`.
+- If the topic has an academic literature component, use `alpha_search`, `alpha_get_paper`, and `alpha_ask_paper` for the strongest papers.
+- Do not rely on a single source type when the topic spans both current reality and academic background.
+- Build a compact evidence table before synthesizing conclusions.
+- Distinguish clearly between established facts, plausible inferences, disagreements, and unresolved questions.
+- Produce a durable markdown artifact in `outputs/`.
+- End with a `Sources` section containing direct URLs for every source used.

prompts/lit-review.md

@@ -4,7 +4,8 @@ description: Run a literature review on a topic using paper search and primary-s
 Investigate the following topic as a literature review: $@
 
 Requirements:
-- Use `alpha_search` first.
+- If the topic is academic or paper-centric, use `alpha_search` first.
+- If the topic is current, product-oriented, market-facing, or asks about latest developments, use `web_search` and `fetch_content` first, then use `alpha_search` only for academic background.
 - Use `alpha_get_paper` on the most relevant papers before making strong claims.
 - Use `alpha_ask_paper` for targeted follow-up questions when the report is not enough.
 - Prefer primary sources and note when something appears to be a preprint or secondary summary.

prompts/reading-list.md

@@ -4,8 +4,9 @@ description: Build a prioritized reading list on a research topic with rationale
 Create a research reading list for: $@
 
 Requirements:
-- Use `alpha_search` with `all` mode.
-- Inspect the strongest papers with `alpha_get_paper`.
+- If the topic is academic, use `alpha_search` with `all` mode.
+- If the topic is current, product-oriented, or asks for the latest landscape, use `web_search` and `fetch_content` first, then add `alpha_search` for academic background when relevant.
+- Inspect the strongest papers or primary sources directly before recommending them.
 - Use `alpha_ask_paper` when a paper's fit is unclear.
 - Group papers by role when useful: foundational, strongest recent work, methods, benchmarks, critiques, replication targets.
 - For each paper, explain why it is on the list.

prompts/research-memo.md

@@ -5,6 +5,8 @@ Write a research memo about: $@
 
 Requirements:
 - Start by finding the strongest relevant sources.
+- If the topic is current, market-facing, product-oriented, regulatory, or asks about latest developments, use `web_search` and `fetch_content` first.
+- Use `alpha_search` for academic background where relevant, but do not rely on it alone for current topics.
 - Read or inspect the top sources directly before making strong claims.
 - Distinguish facts, interpretations, and open questions.
 - End with a `Sources` section containing direct URLs for every source used.