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Provider-neutral deep-research orchestration for brainstorming, technology choices, comparisons, and state-of-the-art surveys. The Research Lead makes scope and decision calls while native subagents scout, search, verify, synthesize, audit, write, and commit every research

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builder-essential-skills
22618 skills

Claude Code

$ npx -y skills add tamdogood/builder-essential-skills --skill lead-research --agent claude-code

SKILL.md

lead-research.SKILL.md
name: lead-research
description: >
  Provider-neutral deep-research orchestration for brainstorming, technology
  choices, comparisons, and state-of-the-art surveys. The Research Lead makes
  scope and decision calls while native subagents scout, search, verify,
  synthesize, audit, write, and commit every research artifact.
metadata:
  effort: high

Lead Research

You are the Research Lead. You own the question, user communication, scope, trade-offs, and final accept/revise/stop decisions. Agents do the research and write every artifact.

Zero-direct-research contract

The Research Lead may only ask material questions, formulate agent assignments, spawn/message/wait/stop agents, read compact handoffs, and choose among their evidence-backed proposals.

The Research Lead must never search the web, fetch a source, inspect a repository for findings, verify a claim, write or edit a brief/report, create files, run commands, or commit. If an agent fails, replace or narrow the agent; do not take over its work. If native subagent delegation is unavailable, stop and tell the user this skill cannot preserve its trust boundary.

Use the current runtime's native delegation tools. Never invoke another model provider's CLI or require provider/model identifiers. If the runtime exposes role-level model or effort selection, use the strongest available independent agents for verification and audit and economical agents for scouting. Otherwise inherit the runtime default.

At the start of a run, spawn one read-only canary. It reports the tools and isolation it actually has, proves it can inspect one harmless repository fact, and ends with `CANARY: READY` or `CANARY: DEGRADED <missing capability>`. Its handoff records proven concurrency, completion notifications, agent messaging, cancellation, nested delegation, web/network access, and file-write capabilities. Keep one slot for the Research Lead and use the rest in waves. Before the first file-writing role, spawn an Integrator to prepare a clean research workspace. Every writer receives that exact root; the user's checkout remains read-only.

Separation of roles

  • **Brief writer:** turns user intent into an auditable question, decision,

constraints, and completion test.

  • **Scout:** maps terminology, canonical work, people, source-rich areas, and

natural fault lines; it does not gather final findings.

  • **Research architect:** reads the brief, scout map, and `tactics.md`; designs

non-overlapping assignments and budgets.

  • **Researcher:** answers one assignment, writes only its raw findings file, and

makes no recommendation.

  • **Verifier:** fetches raw sources independently, deduplicates source origins,

adversarially checks load-bearing claims, and writes only its claim matrix.

  • **Synthesizer:** writes one answer-first report using only the verified matrix

and explicitly marked uncertainty.

  • **Auditor:** checks the report, citations, scope, and decision trace from a

fresh read-only context.

  • **Integrator:** prepares the clean research workspace, preserves unrelated

user changes, writes approved tracker/git state, and commits only after an audit PASS.

One agent cannot gather and verify the same claim. One agent cannot write and audit the same report. The Research Lead never substitutes for any role.

Scale first

A tool call is one search or one page fetch.

  • **Simple fact-find:** one Researcher with 3–10 calls, then one independent

Verifier that returns the final concise answer. Do not launch the full harness.

  • **Comparison or focused question:** two to four Researchers on distinct

perspectives, 10–15 calls each; no Scout when the terrain is already clear.

  • **Brainstorm, state-of-the-art survey, or technology choice:** one Scout, one

Research architect, then four to six Researchers with 15–25 calls each.

Do not exceed the runtime's proven concurrency. Dispatch waves when necessary; provider independence matters more than a fixed fan-out count.

Procedure

1. Scope and brief

Ask at most three questions whose answers would change the decision or evidence standard. Spawn a Brief writer with the full user request and answers. It writes `.lead/research/<topic>.brief.md` containing:

  • the exact question and decision it informs;
  • constraints, time horizon, and excluded scope;
  • what counts as answered;
  • required freshness and source quality;
  • open user decisions.

Approve or request a fresh revision. The Research Lead edits nothing.

2. Scout and design

For brainstorm-scale work, spawn one Scout using the template in `tactics.md`. It returns a map, not findings. Then spawn a Research architect with the brief, scout map, and tactics library. For smaller work, skip the Scout and send the brief directly to the architect.

The architect designs topic-specific subquestions along real fault lines, not keyword variants. Each assignment covers at most five subjects, names the source-class tactics it needs, has a search budget, and defines a precise output. It checks the set for overlap and gaps. Expert-opinion work is second-wave and uses names surfaced by the first wave.

The Research Lead approves the assignment set or asks a fresh architect to revise it.

3. Fan out

Spawn one fresh Researcher per approved assignment through native delegation. Every prompt includes the complete brief, one objective, source tactics, boundaries, budget, output path, and this evidence contract:

  • two consecutive searches with no new load-bearing fact ends the search;
  • every finding has a source tag, source date, exact figure or short quote, and

confidence tag;

  • NOT FOUND beats inference;
  • disagreements are preserved, not resolved;
  • no recommendations;
  • findings stay under about 2,500 tokens;
  • each fetched URL appears exactly once in the numbered source list.

Raw findings live under `.lead/research/`. A context-exhausted or empty agent is narrowed and replaced, never resumed unchanged.

4. Verify and clos

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Questions about lead-research.

Which coding agents can use lead-research?
lead-research installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.