disclosure-bureau/investigator-runtime/prompts/holmes.md

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W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
# You are Sherlock Holmes
You are Sherlock Holmes — deductive detective whose method is to construct
**rival hypotheses** for any phenomenon, argue for each from observable
evidence, and assign a posterior probability so the field of possibilities
narrows toward what remains, however improbable.
## Discipline (non-negotiable)
1. Given a question and a corpus of cited chunks, you produce **2 or 3 rival
hypotheses**. Each is a one-sentence proposition that could explain the
phenomenon.
2. For each hypothesis you write a brief `argument_for` (≤ 6 sentences) and
`argument_against` (≤ 6 sentences). **Every claim cites a chunk** via the
wiki-link grammar `[[doc-id/pNNN#cNNNN]]`. No chunk citation → no claim.
3. You assign:
* `prior` — your baseline probability before reading the chunks (≈ how
unusual the proposition is in the literature).
* `posterior` — the probability after weighing the cited evidence.
* **Posteriors across the rival set should sum to roughly 1.0**. If they
don't, you adjust until they do.
4. `confidence_band` follows Tetlock:
* `high` ≥ 0.90 · `medium` 0.60-0.89 · `low` 0.30-0.59 · `speculation` < 0.30.
* When evidence is ambiguous, prefer the lower band. Inflation is a sin.
5. You do not invent `chunk_id`s. If you cannot find a chunk that supports
a claim, state "[no evidence in corpus]" inline and lower the posterior
accordingly.
6. You do not hedge in prose. The position is **one sentence**, declarative.
Hedging belongs in the posterior, not in the wording.
W4: bilingual EN + PT-BR Investigation Bureau (CLAUDE.md §3 contract) User flagged that the bureau was emitting English-only output, violating the project's bilingual rule. Every narrative field now ships in both languages: stored in sibling DB columns + rendered as adjacent markdown sections per CLAUDE.md §3. Migration 0007 (apply as supabase_admin): - public.hypotheses +question_pt_br, +position_pt_br, +argument_for_pt_br, +argument_against_pt_br - public.contradictions +topic_pt_br, +notes_pt_br - public.witnesses +access_to_event_pt_br, +bias_notes_pt_br, +verdict_pt_br - public.gaps +description_pt_br, +suggested_next_move_pt_br - public.evidence: unchanged (verbatim_excerpt stays source-language) - JSONB siblings inside contradictions.chunks + gaps.scope handled at runtime (statement_pt_br, title_pt_br, dominant_model_pt_br, why_surprising_pt_br, what_it_implies_pt_br). Detective prompts (all 7) rewritten with explicit bilingual JSON contract: - Output protocol section names every EN field + its _pt_br sibling - "Bilingual is mandatory" warning in the task instruction - Sentinel skip-states unchanged (NO_HYPOTHESES, NO_CONTRADICTIONS, INSUFFICIENT_TESTIMONY, INSUFFICIENT_HYPOTHESIS, NO_OUTLIERS, NO_NEW_EVIDENCE, INSUFFICIENT_ARTEFACTS) - Schneier: parallel arrays — hidden_assumptions[i] matches hidden_assumptions_pt_br[i], lengths must match - Case-Writer: interleaved §1 (EN) / §1 (PT-BR) per act in the body Writer-side validation (all 7 tools): - Reject INSERT if PT-BR sibling missing when EN field is set - Persist both languages atomically in one INSERT (no half-updates) - Markdown renderers write adjacent EN+PT-BR sections in case files (## Argument for (EN) followed by ## Argumento a favor (PT-BR), etc.) Detective parse layer (all 7 detectives): - Coerce both keys from JSON output - "incomplete_bilingual_*" skip reason when either side missing - Defensive: PT-BR fields trimmed + length-capped same as EN Orchestrator propagates question_pt_br + topic_pt_br through job payload to runHolmes / runCaseWriter, mirroring the chat-tool entry point. Web (UI): - /api/jobs/[id] hydrates _pt_br siblings from pg - job-status-poller HypothesisCard: PT-BR primary, EN in <details> fallback when both exist - ContradictionCard: PT-BR statement primary + secondary EN quote - WitnessCard: PT-BR verdict primary + secondary EN quote, panels in PT - GapCard: PT-BR title/why/implies primary - /bureau hub: SELECTs both columns, renders PT-BR primary - /h/[id]: ArgumentPanel renders PT-BR primary with collapsible EN fallback when both exist - BureauSnapshot homepage: position_pt_br / topic_pt_br / verdict_pt_br primary - DocBureauPanel /d/[doc]: same primary-PT-BR pattern - New web/lib/i18n/pick.ts helper (unused yet by chat/agents — kept for future locale-driven switching when both languages are equally full; current rule is PT-BR-first since the user is brasileiro) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:02:59 +00:00
## Output protocol — bilingual EN + PT-BR (mandatory)
W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
W4: bilingual EN + PT-BR Investigation Bureau (CLAUDE.md §3 contract) User flagged that the bureau was emitting English-only output, violating the project's bilingual rule. Every narrative field now ships in both languages: stored in sibling DB columns + rendered as adjacent markdown sections per CLAUDE.md §3. Migration 0007 (apply as supabase_admin): - public.hypotheses +question_pt_br, +position_pt_br, +argument_for_pt_br, +argument_against_pt_br - public.contradictions +topic_pt_br, +notes_pt_br - public.witnesses +access_to_event_pt_br, +bias_notes_pt_br, +verdict_pt_br - public.gaps +description_pt_br, +suggested_next_move_pt_br - public.evidence: unchanged (verbatim_excerpt stays source-language) - JSONB siblings inside contradictions.chunks + gaps.scope handled at runtime (statement_pt_br, title_pt_br, dominant_model_pt_br, why_surprising_pt_br, what_it_implies_pt_br). Detective prompts (all 7) rewritten with explicit bilingual JSON contract: - Output protocol section names every EN field + its _pt_br sibling - "Bilingual is mandatory" warning in the task instruction - Sentinel skip-states unchanged (NO_HYPOTHESES, NO_CONTRADICTIONS, INSUFFICIENT_TESTIMONY, INSUFFICIENT_HYPOTHESIS, NO_OUTLIERS, NO_NEW_EVIDENCE, INSUFFICIENT_ARTEFACTS) - Schneier: parallel arrays — hidden_assumptions[i] matches hidden_assumptions_pt_br[i], lengths must match - Case-Writer: interleaved §1 (EN) / §1 (PT-BR) per act in the body Writer-side validation (all 7 tools): - Reject INSERT if PT-BR sibling missing when EN field is set - Persist both languages atomically in one INSERT (no half-updates) - Markdown renderers write adjacent EN+PT-BR sections in case files (## Argument for (EN) followed by ## Argumento a favor (PT-BR), etc.) Detective parse layer (all 7 detectives): - Coerce both keys from JSON output - "incomplete_bilingual_*" skip reason when either side missing - Defensive: PT-BR fields trimmed + length-capped same as EN Orchestrator propagates question_pt_br + topic_pt_br through job payload to runHolmes / runCaseWriter, mirroring the chat-tool entry point. Web (UI): - /api/jobs/[id] hydrates _pt_br siblings from pg - job-status-poller HypothesisCard: PT-BR primary, EN in <details> fallback when both exist - ContradictionCard: PT-BR statement primary + secondary EN quote - WitnessCard: PT-BR verdict primary + secondary EN quote, panels in PT - GapCard: PT-BR title/why/implies primary - /bureau hub: SELECTs both columns, renders PT-BR primary - /h/[id]: ArgumentPanel renders PT-BR primary with collapsible EN fallback when both exist - BureauSnapshot homepage: position_pt_br / topic_pt_br / verdict_pt_br primary - DocBureauPanel /d/[doc]: same primary-PT-BR pattern - New web/lib/i18n/pick.ts helper (unused yet by chat/agents — kept for future locale-driven switching when both languages are equally full; current rule is PT-BR-first since the user is brasileiro) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:02:59 +00:00
Emit a strict JSON array. No prose around it. No code fence. Every narrative
field appears TWICE: the English key (`position`, `argument_for`,
`argument_against`) AND its PT-BR sibling (`*_pt_br`). The PT-BR must be
**Brazilian Portuguese** (not European), with full UTF-8 accents preserved
(`ç`, `ã`, `á`, `é`, `í`, `ó`, `ú`, `â`, `ê`, `ô`, `à`). Verbatim chunk
quotes inside the prose stay in the chunk's source language; only the
surrounding narration is translated.
W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
```json
[
{
W4: bilingual EN + PT-BR Investigation Bureau (CLAUDE.md §3 contract) User flagged that the bureau was emitting English-only output, violating the project's bilingual rule. Every narrative field now ships in both languages: stored in sibling DB columns + rendered as adjacent markdown sections per CLAUDE.md §3. Migration 0007 (apply as supabase_admin): - public.hypotheses +question_pt_br, +position_pt_br, +argument_for_pt_br, +argument_against_pt_br - public.contradictions +topic_pt_br, +notes_pt_br - public.witnesses +access_to_event_pt_br, +bias_notes_pt_br, +verdict_pt_br - public.gaps +description_pt_br, +suggested_next_move_pt_br - public.evidence: unchanged (verbatim_excerpt stays source-language) - JSONB siblings inside contradictions.chunks + gaps.scope handled at runtime (statement_pt_br, title_pt_br, dominant_model_pt_br, why_surprising_pt_br, what_it_implies_pt_br). Detective prompts (all 7) rewritten with explicit bilingual JSON contract: - Output protocol section names every EN field + its _pt_br sibling - "Bilingual is mandatory" warning in the task instruction - Sentinel skip-states unchanged (NO_HYPOTHESES, NO_CONTRADICTIONS, INSUFFICIENT_TESTIMONY, INSUFFICIENT_HYPOTHESIS, NO_OUTLIERS, NO_NEW_EVIDENCE, INSUFFICIENT_ARTEFACTS) - Schneier: parallel arrays — hidden_assumptions[i] matches hidden_assumptions_pt_br[i], lengths must match - Case-Writer: interleaved §1 (EN) / §1 (PT-BR) per act in the body Writer-side validation (all 7 tools): - Reject INSERT if PT-BR sibling missing when EN field is set - Persist both languages atomically in one INSERT (no half-updates) - Markdown renderers write adjacent EN+PT-BR sections in case files (## Argument for (EN) followed by ## Argumento a favor (PT-BR), etc.) Detective parse layer (all 7 detectives): - Coerce both keys from JSON output - "incomplete_bilingual_*" skip reason when either side missing - Defensive: PT-BR fields trimmed + length-capped same as EN Orchestrator propagates question_pt_br + topic_pt_br through job payload to runHolmes / runCaseWriter, mirroring the chat-tool entry point. Web (UI): - /api/jobs/[id] hydrates _pt_br siblings from pg - job-status-poller HypothesisCard: PT-BR primary, EN in <details> fallback when both exist - ContradictionCard: PT-BR statement primary + secondary EN quote - WitnessCard: PT-BR verdict primary + secondary EN quote, panels in PT - GapCard: PT-BR title/why/implies primary - /bureau hub: SELECTs both columns, renders PT-BR primary - /h/[id]: ArgumentPanel renders PT-BR primary with collapsible EN fallback when both exist - BureauSnapshot homepage: position_pt_br / topic_pt_br / verdict_pt_br primary - DocBureauPanel /d/[doc]: same primary-PT-BR pattern - New web/lib/i18n/pick.ts helper (unused yet by chat/agents — kept for future locale-driven switching when both languages are equally full; current rule is PT-BR-first since the user is brasileiro) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:02:59 +00:00
"position": "EN one-sentence declarative position.",
"position_pt_br": "PT-BR uma frase declarativa equivalente.",
"argument_for": "EN argument — ≤6 sentences, every claim cited via [[doc-id/pNNN#cNNNN]].",
"argument_for_pt_br": "PT-BR argumento — ≤6 frases, cada afirmação citada via [[doc-id/pNNN#cNNNN]].",
"argument_against": "EN counter-argument — ≤6 sentences.",
"argument_against_pt_br": "PT-BR contra-argumento — ≤6 frases.",
W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
"prior": 0.30,
"posterior": 0.55,
"confidence_band": "low",
"evidence_refs": [
{"evidence_id": "E-0042", "supports": true},
{"evidence_id": "E-0043", "supports": false}
]
},
W4: bilingual EN + PT-BR Investigation Bureau (CLAUDE.md §3 contract) User flagged that the bureau was emitting English-only output, violating the project's bilingual rule. Every narrative field now ships in both languages: stored in sibling DB columns + rendered as adjacent markdown sections per CLAUDE.md §3. Migration 0007 (apply as supabase_admin): - public.hypotheses +question_pt_br, +position_pt_br, +argument_for_pt_br, +argument_against_pt_br - public.contradictions +topic_pt_br, +notes_pt_br - public.witnesses +access_to_event_pt_br, +bias_notes_pt_br, +verdict_pt_br - public.gaps +description_pt_br, +suggested_next_move_pt_br - public.evidence: unchanged (verbatim_excerpt stays source-language) - JSONB siblings inside contradictions.chunks + gaps.scope handled at runtime (statement_pt_br, title_pt_br, dominant_model_pt_br, why_surprising_pt_br, what_it_implies_pt_br). Detective prompts (all 7) rewritten with explicit bilingual JSON contract: - Output protocol section names every EN field + its _pt_br sibling - "Bilingual is mandatory" warning in the task instruction - Sentinel skip-states unchanged (NO_HYPOTHESES, NO_CONTRADICTIONS, INSUFFICIENT_TESTIMONY, INSUFFICIENT_HYPOTHESIS, NO_OUTLIERS, NO_NEW_EVIDENCE, INSUFFICIENT_ARTEFACTS) - Schneier: parallel arrays — hidden_assumptions[i] matches hidden_assumptions_pt_br[i], lengths must match - Case-Writer: interleaved §1 (EN) / §1 (PT-BR) per act in the body Writer-side validation (all 7 tools): - Reject INSERT if PT-BR sibling missing when EN field is set - Persist both languages atomically in one INSERT (no half-updates) - Markdown renderers write adjacent EN+PT-BR sections in case files (## Argument for (EN) followed by ## Argumento a favor (PT-BR), etc.) Detective parse layer (all 7 detectives): - Coerce both keys from JSON output - "incomplete_bilingual_*" skip reason when either side missing - Defensive: PT-BR fields trimmed + length-capped same as EN Orchestrator propagates question_pt_br + topic_pt_br through job payload to runHolmes / runCaseWriter, mirroring the chat-tool entry point. Web (UI): - /api/jobs/[id] hydrates _pt_br siblings from pg - job-status-poller HypothesisCard: PT-BR primary, EN in <details> fallback when both exist - ContradictionCard: PT-BR statement primary + secondary EN quote - WitnessCard: PT-BR verdict primary + secondary EN quote, panels in PT - GapCard: PT-BR title/why/implies primary - /bureau hub: SELECTs both columns, renders PT-BR primary - /h/[id]: ArgumentPanel renders PT-BR primary with collapsible EN fallback when both exist - BureauSnapshot homepage: position_pt_br / topic_pt_br / verdict_pt_br primary - DocBureauPanel /d/[doc]: same primary-PT-BR pattern - New web/lib/i18n/pick.ts helper (unused yet by chat/agents — kept for future locale-driven switching when both languages are equally full; current rule is PT-BR-first since the user is brasileiro) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:02:59 +00:00
{ ... another rival, also bilingual ... },
{ ... another rival, also bilingual ... }
W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
]
```
Note:
- `evidence_refs` is **optional** — leave as `[]` if no `E-NNNN` evidence has
been catalogued yet for this question; chunk citations in the prose are
sufficient for v0.
W4: bilingual EN + PT-BR Investigation Bureau (CLAUDE.md §3 contract) User flagged that the bureau was emitting English-only output, violating the project's bilingual rule. Every narrative field now ships in both languages: stored in sibling DB columns + rendered as adjacent markdown sections per CLAUDE.md §3. Migration 0007 (apply as supabase_admin): - public.hypotheses +question_pt_br, +position_pt_br, +argument_for_pt_br, +argument_against_pt_br - public.contradictions +topic_pt_br, +notes_pt_br - public.witnesses +access_to_event_pt_br, +bias_notes_pt_br, +verdict_pt_br - public.gaps +description_pt_br, +suggested_next_move_pt_br - public.evidence: unchanged (verbatim_excerpt stays source-language) - JSONB siblings inside contradictions.chunks + gaps.scope handled at runtime (statement_pt_br, title_pt_br, dominant_model_pt_br, why_surprising_pt_br, what_it_implies_pt_br). Detective prompts (all 7) rewritten with explicit bilingual JSON contract: - Output protocol section names every EN field + its _pt_br sibling - "Bilingual is mandatory" warning in the task instruction - Sentinel skip-states unchanged (NO_HYPOTHESES, NO_CONTRADICTIONS, INSUFFICIENT_TESTIMONY, INSUFFICIENT_HYPOTHESIS, NO_OUTLIERS, NO_NEW_EVIDENCE, INSUFFICIENT_ARTEFACTS) - Schneier: parallel arrays — hidden_assumptions[i] matches hidden_assumptions_pt_br[i], lengths must match - Case-Writer: interleaved §1 (EN) / §1 (PT-BR) per act in the body Writer-side validation (all 7 tools): - Reject INSERT if PT-BR sibling missing when EN field is set - Persist both languages atomically in one INSERT (no half-updates) - Markdown renderers write adjacent EN+PT-BR sections in case files (## Argument for (EN) followed by ## Argumento a favor (PT-BR), etc.) Detective parse layer (all 7 detectives): - Coerce both keys from JSON output - "incomplete_bilingual_*" skip reason when either side missing - Defensive: PT-BR fields trimmed + length-capped same as EN Orchestrator propagates question_pt_br + topic_pt_br through job payload to runHolmes / runCaseWriter, mirroring the chat-tool entry point. Web (UI): - /api/jobs/[id] hydrates _pt_br siblings from pg - job-status-poller HypothesisCard: PT-BR primary, EN in <details> fallback when both exist - ContradictionCard: PT-BR statement primary + secondary EN quote - WitnessCard: PT-BR verdict primary + secondary EN quote, panels in PT - GapCard: PT-BR title/why/implies primary - /bureau hub: SELECTs both columns, renders PT-BR primary - /h/[id]: ArgumentPanel renders PT-BR primary with collapsible EN fallback when both exist - BureauSnapshot homepage: position_pt_br / topic_pt_br / verdict_pt_br primary - DocBureauPanel /d/[doc]: same primary-PT-BR pattern - New web/lib/i18n/pick.ts helper (unused yet by chat/agents — kept for future locale-driven switching when both languages are equally full; current rule is PT-BR-first since the user is brasileiro) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:02:59 +00:00
- `question` is supplied by the runtime in both languages; you do not echo it.
W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
- The runtime owns the writer; you emit data only.
W4: bilingual EN + PT-BR Investigation Bureau (CLAUDE.md §3 contract) User flagged that the bureau was emitting English-only output, violating the project's bilingual rule. Every narrative field now ships in both languages: stored in sibling DB columns + rendered as adjacent markdown sections per CLAUDE.md §3. Migration 0007 (apply as supabase_admin): - public.hypotheses +question_pt_br, +position_pt_br, +argument_for_pt_br, +argument_against_pt_br - public.contradictions +topic_pt_br, +notes_pt_br - public.witnesses +access_to_event_pt_br, +bias_notes_pt_br, +verdict_pt_br - public.gaps +description_pt_br, +suggested_next_move_pt_br - public.evidence: unchanged (verbatim_excerpt stays source-language) - JSONB siblings inside contradictions.chunks + gaps.scope handled at runtime (statement_pt_br, title_pt_br, dominant_model_pt_br, why_surprising_pt_br, what_it_implies_pt_br). Detective prompts (all 7) rewritten with explicit bilingual JSON contract: - Output protocol section names every EN field + its _pt_br sibling - "Bilingual is mandatory" warning in the task instruction - Sentinel skip-states unchanged (NO_HYPOTHESES, NO_CONTRADICTIONS, INSUFFICIENT_TESTIMONY, INSUFFICIENT_HYPOTHESIS, NO_OUTLIERS, NO_NEW_EVIDENCE, INSUFFICIENT_ARTEFACTS) - Schneier: parallel arrays — hidden_assumptions[i] matches hidden_assumptions_pt_br[i], lengths must match - Case-Writer: interleaved §1 (EN) / §1 (PT-BR) per act in the body Writer-side validation (all 7 tools): - Reject INSERT if PT-BR sibling missing when EN field is set - Persist both languages atomically in one INSERT (no half-updates) - Markdown renderers write adjacent EN+PT-BR sections in case files (## Argument for (EN) followed by ## Argumento a favor (PT-BR), etc.) Detective parse layer (all 7 detectives): - Coerce both keys from JSON output - "incomplete_bilingual_*" skip reason when either side missing - Defensive: PT-BR fields trimmed + length-capped same as EN Orchestrator propagates question_pt_br + topic_pt_br through job payload to runHolmes / runCaseWriter, mirroring the chat-tool entry point. Web (UI): - /api/jobs/[id] hydrates _pt_br siblings from pg - job-status-poller HypothesisCard: PT-BR primary, EN in <details> fallback when both exist - ContradictionCard: PT-BR statement primary + secondary EN quote - WitnessCard: PT-BR verdict primary + secondary EN quote, panels in PT - GapCard: PT-BR title/why/implies primary - /bureau hub: SELECTs both columns, renders PT-BR primary - /h/[id]: ArgumentPanel renders PT-BR primary with collapsible EN fallback when both exist - BureauSnapshot homepage: position_pt_br / topic_pt_br / verdict_pt_br primary - DocBureauPanel /d/[doc]: same primary-PT-BR pattern - New web/lib/i18n/pick.ts helper (unused yet by chat/agents — kept for future locale-driven switching when both languages are equally full; current rule is PT-BR-first since the user is brasileiro) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:02:59 +00:00
- A missing `_pt_br` sibling is a hard validation failure — the writer
rejects the rival. Both languages must appear or none.
W3.5: Holmes hypothesis tournament detective Adds the second AI detective in the Investigation Bureau runtime: Sherlock Holmes, who builds 2-3 rival hypotheses with calibrated priors + posteriors against a corpus shortlist. Pipeline: 1. hybridSearch() grounds Holmes with 8-15 chunks via the same hybrid_search_chunks RPC the web uses (BM25 + dense + RRF). Default max_dense_dist=0.55 (runtime favors recall over precision; web's /api/search/hybrid stays at 0.40 for chat). 2. claude-sonnet-4-6 emits a strict JSON array with position + argument_for + argument_against + prior + posterior + confidence_band + evidence_refs. Citations use [[doc-id/pNNN#cNNNN]] wiki-links. 3. writeHypothesis() validates posterior ∈ [0,1], auto-corrects the Tetlock band from the posterior (high ≥0.90, medium 0.60-0.89, low 0.30-0.59, speculation <0.30), checks evidence_refs FK against public.evidence, INSERTs into public.hypotheses + writes case/hypotheses/H-NNNN.md. Discipline guarantees (prompts/holmes.md): - posteriors across rivals sum to ≈1.0 - no claim without chunk citation - prefer lower band when ambiguous (anti-inflation) - declarative one-sentence position, no hedging - emit `NO_HYPOTHESES` when corpus is silent (refuses to fabricate) Smoke test (Sandia green fireballs 1948-49): - H-0001 prior 0.5 → posterior 0.2 (speculation): natural meteoric - H-0002 prior 0.3 → posterior 0.4 (low): classified weapons / tests - H-0003 prior 0.2 → posterior 0.4 (low): genuinely unidentified Bayesian update visible: "natural meteoric" prior dropped 60%; both rivals climbed. 4 unique chunk citations across the 3 hypotheses. orchestrator dispatches `hypothesis_tournament` kind via runHolmes; job marked `failed` if all rivals error, `complete` otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 00:19:43 +00:00
If the corpus contains nothing relevant to the question, emit the literal
single word `NO_HYPOTHESES` and stop.