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Output: `.guild\u002Fruns\u002F\u003Crun-id>\u002Fresearch\u002F\u003Cslug>.md`. Pulled by the `researcher` specialist. TRIGGER: \"research X\", \"do a deep dive on X\", \"what's the state of the art on X\", \"give me a research brief on X\", \"investigate X and summarize findings\", \"gather sources on X\". DO NOT TRIGGER for: summarizing a single known paper (use `researcher-paper-digest`), N-option side-by-side comparison (use `researcher-comparison-table`), architecture decision capture (architect-adr-writer), scoring two architecture options for a specific project choice (architect-tradeoff-matrix), generating marketing\u002FSEO keyword lists (seo group).\nwhen_to_use: The parent `researcher` specialist pulls this skill when the task requires open-ended investigation of a topic with multiple sources and a confidence-calibrated synthesis. Also fires on explicit user request.\ntype: specialist\nwork_class: research\n---\n\n# researcher-deep-dive\n\n**Work class: `research` (authoritative, non-downgradable).** Any lane pulling this skill is `purpose: research` and resolves `effective_complexity: hard` \u002F `tier: powerful` (`research_always_hard` — the frozen `guild.model_policy.v2` floor). The floor is transitive: every handoff, advisor consult, retry, resume, or sub-dispatch descending from this lane inherits it and cannot downgrade it. Handoff receipts record `purpose: research`, `effective_complexity: hard`, `tier: powerful`, `forced_floor_reason: research_always_hard`.\n\nEvidence is the source list — every non-trivial claim cites a source with a URL and a confidence label.\n\n## What you do\n\nSynthesize what is actually known about a topic from multiple sources, separate claims by confidence, and surface the open questions the team still has to answer. The brief is scannable in five minutes and auditable in thirty.\n\n- Pull from at least 3–5 distinct sources; note primary vs secondary and date of each.\n- Group findings into claims with a confidence tag: *well-established*, *contested*, *emerging*, *speculative*.\n- Quote exactly when a claim is load-bearing — paraphrase only when safe.\n- Distinguish what is known from what is inferred; flag inferences.\n- End with explicit open questions the sources do not answer.\n- Include a TL;DR at the top (3–5 bullets) the reader can cite directly.\n\n## Output shape\n\nMarkdown file at `.guild\u002Fruns\u002F\u003Crun-id>\u002Fresearch\u002F\u003Cslug>.md`:\n\n1. **TL;DR** — 3–5 bullets.\n2. **Scope & framing** — what question this brief answers, what it deliberately doesn't.\n3. **Key findings** — each finding tagged with confidence and linked sources.\n4. **Contested \u002F open questions** — what the sources disagree about.\n5. **Sources** — numbered list: title · author · date · URL · primary\u002Fsecondary.\n6. **Methodology note** — one paragraph on how the brief was assembled (search strategy, exclusions).\n\n## Anti-patterns\n\n- Unsourced claims — \"it's widely known that…\" is not a source.\n- One-source synthesis — echoing a single article dressed up as research.\n- Editorial opinion as finding — if it's your take, label it and put it in a clearly-marked section.\n- No confidence calibration — stapling \"research shows\" onto contested claims flattens signal.\n- No summary — a 20-page brief without a TL;DR won't be read.\n- Cherry-picked quotes — quoting the 10% of a source that agrees with a preferred answer.\n\n## Handoff\n\nReturn the brief path to the invoking `researcher` specialist. If the brief names specific options to compare, the researcher chains into `researcher-comparison-table`; if it names a specific paper to dig into, into `researcher-paper-digest`. This skill does not dispatch.\n","# researcher-deep-dive\n\n**Work class: `research` (authoritative, non-downgradable).** Any lane pulling this skill is `purpose: research` and resolves `effective_complexity: hard` \u002F `tier: powerful` (`research_always_hard` — the frozen `guild.model_policy.v2` floor). The floor is transitive: every handoff, advisor consult, retry, resume, or sub-dispatch descending from this lane inherits it and cannot downgrade it. Handoff receipts record `purpose: research`, `effective_complexity: hard`, `tier: powerful`, `forced_floor_reason: research_always_hard`.\n\nEvidence is the source list — every non-trivial claim cites a source with a URL and a confidence label.\n\n## What you do\n\nSynthesize what is actually known about a topic from multiple sources, separate claims by confidence, and surface the open questions the team still has to answer. The brief is scannable in five minutes and auditable in thirty.\n\n- Pull from at least 3–5 distinct sources; note primary vs secondary and date of each.\n- Group findings into claims with a confidence tag: *well-established*, *contested*, *emerging*, *speculative*.\n- Quote exactly when a claim is load-bearing — paraphrase only when safe.\n- Distinguish what is known from what is inferred; flag inferences.\n- End with explicit open questions the sources do not answer.\n- Include a TL;DR at the top (3–5 bullets) the reader can cite directly.\n\n## Output shape\n\nMarkdown file at `.guild\u002Fruns\u002F\u003Crun-id>\u002Fresearch\u002F\u003Cslug>.md`:\n\n1. **TL;DR** — 3–5 bullets.\n2. **Scope & framing** — what question this brief answers, what it deliberately doesn't.\n3. **Key findings** — each finding tagged with confidence and linked sources.\n4. **Contested \u002F open questions** — what the sources disagree about.\n5. **Sources** — numbered list: title · author · date · URL · primary\u002Fsecondary.\n6. **Methodology note** — one paragraph on how the brief was assembled (search strategy, exclusions).\n\n## Anti-patterns\n\n- Unsourced claims — \"it's widely known that…\" is not a source.\n- One-source synthesis — echoing a single article dressed up as research.\n- Editorial opinion as finding — if it's your take, label it and put it in a clearly-marked section.\n- No confidence calibration — stapling \"research shows\" onto contested claims flattens signal.\n- No summary — a 20-page brief without a TL;DR won't be read.\n- Cherry-picked quotes — quoting the 10% of a source that agrees with a preferred answer.\n\n## Handoff\n\nReturn the brief path to the invoking `researcher` specialist. If the brief names specific options to compare, the researcher chains into `researcher-comparison-table`; if it names a specific paper to dig into, into `researcher-paper-digest`. 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