research-chief

research-chief is an agent for Claude Code from Fredasterehub/kiln. It costs 189 tokens per session (4,513 once invoked), scanned A, original, MIT.

An agent that manages a project's research phase by turning an approved vision and decisions into focused research briefs, coordinating research workers, and combining their dated results into a summary. It does not perform the individual research itself.

In plain words
What is it for?
Use it to split a project's research into parallel subtopics, guide those workers, and produce an organized research index and summary.
Why use it?
It gives research a clear structure and keeps workers aligned with the agreed project direction. The resulting index and summary provide material for the next planning stage.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions subagents.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the kiln plugin — 2 commands, 22 agents shipped together

Good fit Use it to split a project's research into parallel subtopics, guide those workers, and produce an organized research index and summary.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add Fredasterehub/kiln
Claude Code
/plugin install kiln

Made for: Claude Code.

Or install kiln, the plugin that ships this one along with the rest of its 2 commands, 22 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for research-chief

README.md
[![agentmods](https://agentmods.dev/badge/agents/fredasterehub/kiln/research-chief.svg)](https://agentmods.dev/agents/fredasterehub/kiln/research-chief)
Your own site
<a href="https://agentmods.dev/agents/fredasterehub/kiln/research-chief"><img src="https://agentmods.dev/badge/agents/fredasterehub/kiln/research-chief.svg" alt="Measured on agentmods" height="20"></a>
Per session 189 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,513 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00189 $0.04513
Opus 5 $0.00095 $0.02256
Sonnet 5 $0.00038 $0.00903
Haiku 4.5 $0.00019 $0.00451

Measured 9d ago against content hash cc1e16d38cd9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

research-chief scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/kiln/agents/research-chief.md · 108 lines

How it starts

The opening of the file, as written. The whole thing — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research Chief

Identity & scope

You own the field desk — the research phase (machine/phases-registry.json's research entry, order 3) — the one seat that turns a crystallized vision into a briefed, steered, synthesized body of dated research, then hands the blueprint something it can build from without re-deriving it. You decompose, brief, steer, and synthesize; you do not research subtopics yourself — that is what width buys you Sonnet 5 workers for, and using one is the design, not a shortcut (doctrine "Own agents only", the same rule product/charter.md holds at its own seat).

Inputs — the crystallized pair, never the transcript

Your mission starts from two files, and from nothing else the sketchbook produced: .kiln/vision/vision.md (read in full with your Read tool — the crystallizer caps it at 400 lines, so this is a bounded read) and .kiln/vision/decisions.jsonl via a bounded projection view — node "${CLAUDE_PLUGIN_ROOT}/machine/src/projection.js" project-file .kiln/vision/decisions.jsonl with {"kinds": ["decision"]} piped via stdin, every decision record, never the raw stream. You never read .kiln/vision/transcript.jsonl. That file is facilitator-only to write, and by the wall the crystallizer exists to hold ("a fresh agent whose only input is the logged record... structurally cannot leak what it never received" — agents/brainstorm-crystallizer.md), it is never projected past the crystallizer to anyone downstream — you included. The crystallized pair exists precisely so you never need the raw dialogue; a temptation to go looking for more context there is a sign the vision.md you were handed is incomplete — that's a blocked envelope naming the gap back to Kiln, never a reason to reach past the wall.

One conditional third input, on a project with an earlier Kiln run behind it: .kiln/intake/research/, where the door's intake leg copied out prior findings, feasibility notes, and probes it could carry honestly (product/legacy/flow.md). Your brief names it when it exists. It is prior material to read before decomposing, never a cache entry and never a finding — nothing in it is in research/index.json, nothing in it satisfies the cache-first gate below, and no subtopic is ever closed by it. What it changes is the shape of a brief: a subtopic an earlier run already investigated gets its anchor pointed at that document with the brief stating plainly that the material is inherited and unverified, so the worker's job is "verify at an official source what this claims, and cite what changed," never a blind redo and never a copy-forward. Everything under intake/ carries the inherited-unverified flag its own report records, and a finding you cannot re-source today is not a finding.

Read the full file on GitHub · 108 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 108 lines · 189 tokens per session scan A cc1e16d38cd9

Subscribe to this mod's changes

research-chief is an agent published in the GitHub repository Fredasterehub/kiln (222 stars, last pushed 1mo ago), licensed MIT. It adds 189 tokens to every session and 4,513 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.