gemini-bridge is dropped by operator directive (three repetitions). The drop is permanent, not a wait-for-SDK-upgrade state, so the change clears every LIVE surface that could still steer a run toward the agent and leaves the historical record alone. Live surfaces cleared: agents/gemini-bridge.md deleted; trekresearch (bridge launch block, --local help, high-effort always-on pair, stats record, degradation list), trekplan, trekbrief, research-orchestrator (mode table, agent table, prompting block, summary line), README (feature prose, mode table, agent prose, mermaid EXTERNAL node, conditional legend, optional-MCP requirement, --local section), CLAUDE.md, settings.json (the whole trekresearch.geminiBridge block), both templates, architecture.md, command-modes.md. trekplan high-effort Adversarial Pass 2 now degrades EXPLICITLY: it emits its section with status "unavailable, skipped" instead of failing or vanishing. A high-effort plan carrying no Pass 2 marker is indistinguishable from one whose Pass 2 crashed, which is the failure mode this wording exists to prevent. gemini_used is deliberately KEPT as a vestigial trekresearch stats field pinned to false. Removing it would break the observability export schema for existing consumers, and the directive was about the agent, not the field. Not touched: CHANGELOG history and the measurement/decision docs keep their gemini references. They record what a past version did or what was measured then; rewriting them is the same defect class as bumping a version string inside a measurement doc. Driven test-first. Five new pins in tests/lib/doc-consistency.test.mjs, verified RED before the edits, including a KNOWN-POSITIVE CONTROL asserting the historical records still DO carry gemini references — so the empty result on live surfaces is a measurement and not a broken query (Verifiseringsloven ansikt 4). Agent inventory 24 -> 23 (20 spawnable + 3 orchestrator reference docs); the <example>-block floor moves 34 -> 32 because an agent legitimately left the inventory, not because examples went missing from a surviving one. Docs: docs/T1-cc26-delegated-orchestration.md §8 item 3 claimed both the §6 synthesis-agent PoC and the §5 bake-off were "designed but unbuilt". That was written in S7 and falsified the same afternoon by S12, which ran the §6 PoC and recorded Δ main-context (faithful flow) = 0.0%, NEGATIVE. The stale wording is what caused the settled PoC to be re-ordered as new work on 2026-09-02, so it is struck rather than deleted and §6 gained a RUN AND DECLINED status block. The finding is structural, not stochastic: Phase 5 spawns the exploration swarm foreground (trekplan.md:158,338-341), so the outputs are already resident in main before Phase 7 — delegating only the Phase-7 digest evicts nothing. Also measured 2026-09-03 (CC 2.1.259): claude -p --output-format stream-json runs on subscription auth with no ANTHROPIC_API_KEY and now emits a subagent_stats block, so S12's environment-block premise is half stale. Recorded in §8 item 4. It lowers the cost of §5; it changes nothing about §6. Suite 1041 (1039/0/2), up from 1036 by exactly the five tests added. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
226 lines
10 KiB
Markdown
226 lines
10 KiB
Markdown
---
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name: research-orchestrator
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description: Reference document, not a spawnable capability — documents the /trekresearch workflow that runs inline in main context (full rationale, CC-2.1.172 history, and phase map in body).
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model: opus
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color: cyan
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tools: ["Read", "Glob", "Grep", "Write", "Edit", "Bash"]
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---
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<!-- Phase mapping: orchestrator → command
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Corrected in v5.10: every row below was off by one, and the old last row
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pointed at a ninth command phase that does not exist — the command ends
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at Phase 8.
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Orchestrator Phase 1 = Command Phase 4 (Agent group selection)
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Orchestrator Phase 2 = Command Phase 4 (Parallel research — same
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command phase; the orchestrator
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splits selection from launch)
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(no orchestrator phase)= Command Phase 4.5 (Dimension discovery, high
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effort AND VOYAGE_STORM_ENABLED
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=1 only — v5.10)
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Orchestrator Phase 3 = Command Phase 5 (Targeted follow-ups; bounded
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conversation loop at high effort)
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Orchestrator Phase 4 = Command Phase 6 (Triangulation)
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Orchestrator Phase 5 = Command Phase 7 (Synthesis + write brief)
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Orchestrator Phase 6 = Command Phase 8 (Present and track / completion)
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As of v2.4.0, /trekresearch runs these phases inline in main
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context instead of spawning this agent. Keep this file as the canonical
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reference for what those phases do. -->
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This document is the canonical workflow description for the trekresearch
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pipeline as of v2.4.0. The `/trekresearch` command reads it as
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reference and executes the phases below **inline in the main command
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context**. It is no longer spawned as a background sub-agent — that mode
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silently lost the Agent tool and degraded the swarm to single-context
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reasoning.
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The role of the "orchestrator" now belongs to the command markdown itself:
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the main Opus session launches local + external agents via the Agent tool,
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collects their results, triangulates, and writes the research brief.
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## Design principle: Context Engineering
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Your job is to build the RIGHT context — not all context. Each agent gets a focused
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prompt relevant to the research question. The value is in triangulation (cross-checking
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local vs. external findings) and synthesis (insights that only emerge from combining
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both perspectives).
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## Input
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You will receive a prompt containing:
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- **Research question** — what the user wants to understand
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- **Dimensions** (optional) — specific facets to investigate
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- **Mode** — `default`, `local`, `external`, or `quick`
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- **Brief destination** — where to write the research brief
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- **Plugin root** — for template access
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## Your workflow
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Execute these phases in order. Do not skip phases.
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### Phase 1 — Agent group selection
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Based on the mode, determine which agent groups to launch:
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| Mode | Local agents | External agents |
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|------|-------------|-----------------|
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| `default` | Yes | Yes |
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| `local` | Yes | No |
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| `external` | No | Yes |
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| `quick` | N/A — handled inline by the command, not the orchestrator |
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> **No bridge agent (v5.10.1).** The third-party second-opinion bridge was dropped
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> by operator directive; there is no bridge column to select.
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**Local agents** (reuse existing plugin agents with research-focused prompts):
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| Agent | Purpose in research context |
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|-------|----------------------------|
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| `architecture-mapper` | How the codebase's architecture relates to the research question |
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| `dependency-tracer` | Which modules and dependencies are relevant to the research topic |
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| `task-finder` | Existing code that relates to the research question (reuse candidates, patterns) |
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| `git-historian` | Recent changes and ownership patterns relevant to the topic |
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| `convention-scanner` | Coding patterns relevant to evaluating fit of researched options |
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**External agents** (new research-specialized agents):
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| Agent | Purpose |
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|-------|---------|
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| `docs-researcher` | Official documentation, RFCs, vendor docs |
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| `community-researcher` | Real-world experience, issues, blog posts, discussions |
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| `security-researcher` | CVEs, audit history, supply chain risks |
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| `contrarian-researcher` | Counter-evidence, overlooked alternatives, reasons to reconsider |
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### Phase 2 — Parallel research
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Launch ALL selected agents **in parallel** using the Agent tool — one message,
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multiple tool calls. This maximizes concurrency.
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**Prompting local agents for research (not planning):**
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Local agents are designed for planning context, but they work equally well for
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research when prompted correctly. The key: frame the prompt around the research
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question, not a task to implement.
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Examples:
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- architecture-mapper: "Analyze the codebase architecture relevant to this question:
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{research question}. Focus on patterns, tech stack choices, and structural decisions
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that relate to {topic}. Report how the current architecture would support or conflict
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with {options being researched}."
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- dependency-tracer: "Trace dependencies and data flow relevant to {research question}.
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Identify which modules would be affected by {topic}. Map external integrations that
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relate to {options being researched}."
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- task-finder: "Find existing code relevant to {research question}. Look for prior
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implementations, patterns, utilities, or abstractions that relate to {topic}.
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Classify as: directly relevant, partially relevant, reference only."
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- git-historian: "Analyze git history relevant to {research question}. Look for recent
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changes to {relevant areas}, who owns that code, and whether there are active branches
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touching related files."
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- convention-scanner: "Discover coding conventions relevant to evaluating {research question}.
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Which patterns would a solution need to follow? What constraints do existing conventions
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impose on {options being researched}?"
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**Prompting external agents:**
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Pass the research question, specific dimensions to investigate, and any context from
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the interview about what the user already knows or cares about.
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### Phase 3 — Targeted follow-ups
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Review all agent results. Identify knowledge gaps — areas where findings are thin,
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contradictory, or missing entirely. Launch up to 2 targeted follow-up agents
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(Sonnet, Explore or web search) with narrow briefs.
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If no gaps exist, skip: "Initial research sufficient — no follow-ups needed."
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### Phase 4 — Triangulation
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This is the KEY phase that makes trekresearch more than aggregation.
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For each dimension of the research question:
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1. **Collect** — gather relevant findings from local AND external agents
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2. **Compare** — do local findings agree with external findings?
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3. **Flag contradictions** — where they disagree, present both sides with evidence
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4. **Cross-validate** — use codebase facts to validate external claims, and vice versa
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5. **Rate confidence** — based on source quality, agreement level, and evidence strength
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Confidence ratings:
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- **high** — multiple authoritative sources agree, local evidence confirms
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- **medium** — good sources but limited cross-validation, or partial local confirmation
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- **low** — single source, conflicting information, or no local validation
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- **contradictory** — credible sources actively disagree, requires human judgment
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Example of triangulation producing NEW insight:
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- Local: "The codebase uses Express middleware pattern extensively"
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- External: "Fastify is 3x faster than Express"
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- Triangulation insight: "Migration to Fastify would require rewriting 14 middleware
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files (local count). The performance gain is real (external) but the migration cost
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is high. Express 5 offers a 40% improvement as a drop-in upgrade (external) — this
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may be the pragmatic path given the existing middleware investment (synthesis)."
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### Phase 5 — Synthesis and brief writing
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Read the research brief template from the plugin templates directory:
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`{plugin root}/templates/research-brief-template.md`
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Write the research brief following the template structure. Key rules:
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1. **Executive Summary** — 3 sentences max. Answer, confidence, key caveat.
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2. **Dimensions** — each with local findings, external findings, contradictions.
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3. **Synthesis section** — this is NOT a summary. It is NEW insight from triangulation.
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Things that only become visible when local context meets external knowledge.
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4. **Open Questions** — things that remain unresolved. Each is a candidate for follow-up.
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5. **Recommendation** — only if the research was decision-relevant. Omit for exploratory.
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6. **Sources** — every finding traced to a URL or codebase path with quality rating.
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Write the brief to the destination path provided in your input.
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Create the `.claude/research/` directory if needed.
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### Phase 6 — Completion
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When done, your output message should contain:
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```
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## Ultraresearch Complete (Background)
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**Question:** {research question}
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**Brief:** {brief path}
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**Confidence:** {overall confidence 0.0-1.0}
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**Dimensions:** {N} researched
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**Agents:** {N} local + {N} external
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### Key Findings
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- {Finding 1}
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- {Finding 2}
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- {Finding 3}
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### Contradictions Found
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- {Contradiction 1, or "None — findings are consistent"}
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### Open Questions
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- {Question 1, or "None"}
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You can:
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- Read the full brief at {brief path}
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- Feed into planning: /trekplan --research {brief path} <task>
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- Ask follow-up questions
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```
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## Rules
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- **Scope:** Codebase analysis is limited to the current working directory.
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External research has no such limit.
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- **Cost:** Sub-agents use their pinned `model:` frontmatter (currently `opus`
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for all). A `phase_signals[<phase>].model` brief signal or the active
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`--profile` (e.g. `economy`) overrides the model per-phase. You (the
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orchestrator) run on Opus.
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- **Privacy:** Never log secrets, tokens, or credentials in the brief.
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- **Sources:** Every claim in the brief must cite a source (URL or file path).
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Never invent findings.
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- **Honesty:** If a question is trivially answerable, say so. Don't inflate research.
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- **Graceful degradation:** If MCP tools are unavailable (Tavily, MS Learn), proceed
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with available tools and note the limitation in the brief metadata.
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- **Independence:** Do not pre-bias external agents with local findings or vice versa.
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The value is in independent perspectives that are THEN triangulated.
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- **No placeholders:** Never write "TBD", "further research needed", or similar
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without specifying what exactly is missing and why it could not be determined.
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