research

Files (81)

• SKILL.md
• SKILL.md · parts/agent-reach/
• career.md · parts/agent-reach/references/
• dev.md · parts/agent-reach/references/
• search.md · parts/agent-reach/references/
• social.md · parts/agent-reach/references/
• video.md · parts/agent-reach/references/
• web.md · parts/agent-reach/references/
• SKILL.md · parts/deep-research/
• full-catalog.md · parts/deep-research/references/
• SKILL.md · parts/llm-wiki/
• AGENTS.md.template · parts/llm-wiki/assets/
• CLAUDE.md.template · parts/llm-wiki/assets/
• cursorrules.template · parts/llm-wiki/assets/
• README.md · parts/llm-wiki/assets/example-vault/
• sparse-autoencoder.md · parts/llm-wiki/assets/example-vault/wiki/concepts/
• anthropic.md · parts/llm-wiki/assets/example-vault/wiki/entities/
• index.md · parts/llm-wiki/assets/example-vault/wiki/
• log.md · parts/llm-wiki/assets/example-vault/wiki/
• monosemanticity.md · parts/llm-wiki/assets/example-vault/wiki/sources/
• interpretability-overview.md · parts/llm-wiki/assets/example-vault/wiki/synthesis/
• index.md.template · parts/llm-wiki/assets/
• log.md.template · parts/llm-wiki/assets/
• comparison.md · parts/llm-wiki/assets/page-templates/
• concept.md · parts/llm-wiki/assets/page-templates/
• entity.md · parts/llm-wiki/assets/page-templates/
• source-summary.md · parts/llm-wiki/assets/page-templates/
• synthesis.md · parts/llm-wiki/assets/page-templates/
• README.md · parts/llm-wiki/expected_outputs/
• append_log.json · parts/llm-wiki/expected_outputs/
• export_marp.json · parts/llm-wiki/expected_outputs/
• graph_analyzer.json · parts/llm-wiki/expected_outputs/
• ingest_source.json · parts/llm-wiki/expected_outputs/
• init_vault.json · parts/llm-wiki/expected_outputs/
• lint_wiki.json · parts/llm-wiki/expected_outputs/
• update_index.json · parts/llm-wiki/expected_outputs/
• wiki_search.json · parts/llm-wiki/expected_outputs/
• cross-tool-setup.md · parts/llm-wiki/references/
• ingest-workflow.md · parts/llm-wiki/references/
• lint-workflow.md · parts/llm-wiki/references/
• memex-principles.md · parts/llm-wiki/references/
• obsidian-setup.md · parts/llm-wiki/references/
• page-formats.md · parts/llm-wiki/references/
• query-workflow.md · parts/llm-wiki/references/
• wiki-schema.md · parts/llm-wiki/references/
• append_log.py · parts/llm-wiki/scripts/
• export_marp.py · parts/llm-wiki/scripts/
• graph_analyzer.py · parts/llm-wiki/scripts/
• ingest_source.py · parts/llm-wiki/scripts/
• init_vault.py · parts/llm-wiki/scripts/
• lint_wiki.py · parts/llm-wiki/scripts/
• update_index.py · parts/llm-wiki/scripts/
• wiki_search.py · parts/llm-wiki/scripts/
• SKILL.md · parts/notebooklm/
• async_action_discipline.md · parts/notebooklm/references/
• browser_automation_canon.md · parts/notebooklm/references/
• studio_output_custom_prompts.md · parts/notebooklm/references/
• action_router.py · parts/notebooklm/scripts/
• async_action_classifier.py · parts/notebooklm/scripts/
• custom_prompt_template_generator.py · parts/notebooklm/scripts/
• …and 21 more

SKILL.md (first lines)

# research — choosing a research method

> Home branch in Memora: `root/skill/research`.
>
> Tool priority in Freebuff Desktop: (1) native `researcher_web` (for multi-step
> questions) and `web_search` / `read_url` (for quick lookups), (2) `searchmcp`
> (Camoufox via `call_mcp_tool`) for anti-detect multi-engine digests, (3) `parallel`
> MCP when authenticated.

## Choosing a part

| Question | Part |
|---|---|
| What are people saying *now*, in which direction is the conversation moving | `parts/pulse/` |
| High-stakes decision, comparing N options, validating a hypothesis with adversarial checks | `parts/deep-research/` |
| Digest one paper, article, report, or doc into structured findings | `parts/research-summarizer/` |
| Extract content behind a platform (X, Reddit, YouTube, GitHub, LinkedIn, Bilibili, RSS) | `parts/agent-reach/` |
| One broad anti-detect Camoufox web pass with digest, SIFT evaluation, and hypothesis spiral | `skills/research/parts/searchmcp-research/` |
| Read or drive a Google NotebookLM notebook via `preview_*` or `browsermcp` | `parts/notebooklm/` |
| Maintain an Obsidian knowledge vault on owner request | `parts/llm-wiki/` |
| Follow RSS/Atom feeds, discover feeds, export OPML | `parts/rss-agent-viewer/` |

## Rules

- Walk `root/skill/research` (and the project root) in Memora before starting; record synthesized findings and source verdicts as Memora nodes (large tables go to `_memory/reports/`, not into ad-hoc `sources/` folders).
- Report search telemetry (`queries / received / cited`) directly in the chat response and the Memora node.
- Gather scope/angle clarifications via a single batched `ask_questions` call with one-line consequences.
- Read the actual URL (`read_url` or `searchmcp`) before citing a claim; snippets are leads, not evidence.

## Related

`osint` (`skills/osint/parts/dossier/` for entity due diligence), `browser` (`preview_*` and `browsermcp` engines), `memory` (Memora RSI tree and `rsi_report_search`).

From youlianvr/oper-share, CC-BY-4.0.

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