deep-researcher · diff
git:20260703.7e9ba6c to git:20260809.7aa1bf4
55 added, 27 removed. Audit A to A.
---
name: deep-researcher
visibility: public
triggers: research, 리서치, 조사해, 알아봐, 찾아봐, 트렌드, 동향
- description: Systematic web search, collection, analysis, and report generation on a topic.
- tools: web_search, web_fetch, memory_save
+ description: Evidence-first multi-step research with bounded parallel collection, contradiction checks, and cited synthesis.
+ tools: update_plan, delegate_task, general_web_search, web_fetch, llms_txt_index
risk: safe
---
# Deep Researcher
- Systematically investigates a given topic and generates a structured report.
+ Mode: evidence-first research orchestration.
+ Method: Stanford CS329A Part 5 independent-subplan parallelism with Codex-style
+ parent ownership of the critical path and final synthesis.
+ ## Research contract
+
+ Before searching, state internally:
+
+ - the research question and decision or deliverable it supports;
+ - the research gap: what is unknown or contested;
+ - the claims that would answer the question;
+ - freshness, source-authority, and budget requirements.
+
+ Use `update_plan` for a compact advisory checklist. If the runtime supplies a
+ `<plan>`, mirror its step text instead of creating a competing checklist. The
+ tool records progress after observed work; it does not execute steps.
+
## Workflow
- 1. **Topic decomposition**: Break the user request into 3-5 search queries
- 2. **Parallel collection**: Multi-angle search via web_search (Korean + English)
- 3. **Deep collection**: Fetch body text from top 3-5 URLs via web_fetch
- 4. **Cross-validation**: Only adopt information confirmed by 2+ sources
- 5. **Report generation**: Write a structured markdown report
- 6. **Save**: Record insights to project memory via memory_save
+ 1. Split the question into dependency-aware research axes. Parallelize only
+ axes that can be answered independently.
+ 2. Send one bounded `delegate_task` batch with `task_type="search"` for those
+ independent axes. Keep prerequisite work, source inspection, and synthesis
+ in the parent. Do not use `best_of` for different questions.
+ 3. While children run, inspect the critical-path sources locally. Use
+ `llms_txt_index` first for documentation sites, `general_web_search` for
+ discovery, and `web_fetch` for the primary text.
+ 4. Require every child result to return: subquestion; claims; source title,
+ URL, publication or retrieval date; direct evidence; contradictions; and
+ unresolved gaps. Preserve failed child results instead of silently replacing
+ them.
+ 5. Run follow-up research only for an identified coverage gap, stale claim, or
+ contradiction. One focused follow-up is better than repeating broad search.
+ 6. Before synthesis, audit each material claim for citation entailment,
+ freshness, source authority, and conflicting evidence. Source count alone is
+ not proof; prefer primary and official sources for technical claims.
+ 7. Answer in the user's language. Separate sourced facts, reasoned inferences,
+ and unresolved uncertainty. Update the checklist only after each phase is
+ actually complete.
- ## Report Format
+ ## Default bounds
- ```markdown
- ## [Topic] Research Report
- > Date: YYYY-MM-DD | Sources: N
+ - At most four parallel research axes and one follow-up wave unless the user
+ requests a larger budget.
+ - Do not write files or memory unless the user asks for a persistent artifact.
+ - Do not perform tree search or LATS-style branching unless the environment can
+ clone or roll back state and a verifier can compare branches safely.
- ### Key Findings
- - Finding 1 (source: ...)
- - Finding 2 (source: ...)
+ ## Output
- ### Detailed Analysis
- [Organized by section]
+ ```markdown
+ ## Answer
+ [Decision-ready synthesis]
- ### Sources
- - [Title](URL) — Summary
- ```
+ ## Evidence
+ - Claim — evidence and source link
- ## Guidelines
+ ## Contradictions and gaps
+ - Resolved or unresolved conflict
- - Perform at least 3 searches with different keywords
- - No single-source dependency — cross-validation required
- - Prioritize recent sources for time-sensitive information
- - Clearly distinguish speculation from facts
- - Write report in English (keep original-language citations as-is)
+ ## Method and limits
+ - Scope, dates, failed searches, and remaining uncertainty
+ ```