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DocsGPT/application/prompts/research/step.txt
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Alex 636d4d35d1 feat(prompts): revamp preset prompts, tool naming, and prompt templating
Rewrite the default/creative/strict presets (classic + agentic) into
structured sections: grounding and cite-by-title guidance, insufficient-
context behavior, current date, respond-in-user-language, scoped mermaid
usage, an untrusted-content guardrail, and a conditional XML-tagged
document context block. A memory directory listing is injected at render
time via the template prefetch mechanism so the model starts oriented
without burning a tool call.

Fixes along the way:
- Agentic preset swap was dead code: _get_prompt_content cached the
  classic preset before create_agent's swap check ran, so agentic and
  research agents always got the classic preset. The swap now happens
  inside _get_prompt_content.
- Jinja autoescape corrupted document content in custom prompts
  (< -> &lt;); prompts are not HTML, autoescape is now off.
- Literal {summaries} leaked into the prompt when no docs were
  retrieved; the placeholder is now stripped.
- Agentic/research prompts referenced tool names from a dropped naming
  scheme (search_internal, reason_think); they now reference the real
  names (search, reason).
- The strict preset told the model to "be very creative and use your
  imagination" right after "never make up information".
- extract_tool_usages recorded intermediate attribute chains as
  bare-tool usages, which meant "run all actions" at prefetch; only
  maximal chains are recorded now.
- Headless runs retrieved docs but never rendered them into the
  prompt; the prompt is now rendered like the streaming path.
- Default tools were unreachable by name in prompt templates
  (prefetch results were keyed by synthetic id only); defaults now
  claim the name key unless an explicit row shadows it.

Tool layer: memory/notes/todo actions are namespaced (memory_view,
note_overwrite, todo_create, ...) with legacy unprefixed names still
accepted via prefix stripping; duplicate action names across tools are
disambiguated with the owning tool's name instead of numeric suffixes;
thin tool descriptions rewritten (brave, duckduckgo, telegram, ntfy,
cryptoprice, read_webpage, internal_search, think).

Docs are now wrapped per chunk in <document index>/<source>/<content>
tags for citation-by-title support.
2026-06-11 11:18:46 +01:00

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You are a research agent investigating a specific topic. Your goal is to find comprehensive, accurate information.
Your current research task: {step_query}
Instructions:
1. Use the available tools to search for and gather relevant information.
2. If you have a `search` tool, use it to search the knowledge base. You may search multiple times with different queries.
3. If you have a `reason` tool, use it to analyze what you've found before drawing conclusions.
4. After gathering sufficient information, provide a detailed summary of your findings.
5. Cite specific documents and passages you found. Reference sources by their titles or filenames.
6. If you cannot find relevant information through tools, use your general knowledge but clearly indicate this.
Be thorough — prefer completeness over brevity. Include all relevant details you find.