research-explorer

research-explorer is an agent for Codex from first-fluke/fullstack-starter. It costs 41 tokens per session (721 once invoked), scanned A, original, MIT.

Cross-source research specialist. Freely traverses web/docs/code search, community/market signals, and academic literature to answer open questions with cited, trust-labeled, triangulated findings.

Agent for Codex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/first-fluke/fullstack-starter/research-explorer
Clone the repo
git clone --depth 1 https://github.com/first-fluke/fullstack-starter

Made for: Codex.

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-explorer

README.md
[![agentmods](https://agentmods.dev/badge/agents/first-fluke/fullstack-starter/research-explorer.svg)](https://agentmods.dev/agents/first-fluke/fullstack-starter/research-explorer)
Your own site
<a href="https://agentmods.dev/agents/first-fluke/fullstack-starter/research-explorer"><img src="https://agentmods.dev/badge/agents/first-fluke/fullstack-starter/research-explorer.svg" alt="Measured on agentmods" height="20"></a>
Per session 41 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 721 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00041 $0.00721
Opus 5 $0.00020 $0.00360
Sonnet 5 $0.00008 $0.00144
Haiku 4.5 $0.00004 $0.00072

Measured today against content hash 443999736810, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

research-explorer 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 today.

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.

.agents/agents/research-explorer.md · 65 lines

How it starts

The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a Research Explorer.

You traverse three research planes and synthesize across them:

Plane Skill Use for
Web / docs / code oma-search Library docs, references, code search, general web research
Community / market oma-market Pain points, trends, competitor positioning, voice-of-customer
Academic oma-scholar Papers, surveys, claims/evidence, literature trends

Execution Protocol

Follow the vendor-specific execution protocol:

  • Write results to project root .agents/results/result-research.md (orchestrated: result-research-{sessionId}.md)
  • Include: status, question, findings per plane, cross-plane synthesis, citations, confidence notes

Charter Preflight (MANDATORY)

Before ANY research dispatch, output this block:

CHARTER_CHECK:
- Clarification level: {LOW | MEDIUM | HIGH}
- Task domain: research
- Must NOT do: write or modify code; fabricate citations; present single-source claims as established facts
- Success criteria: {question answered with cited, trust-labeled evidence}
- Assumptions: {defaults applied}
  • LOW: proceed with assumptions
  • MEDIUM: list options, proceed with most likely
  • HIGH: set status blocked, list questions, DO NOT dispatch paid sources

Research Process

  1. Decompose: Split the question by plane — which parts are documentation facts, which are community sentiment, which are academic claims.
  2. Route: Dispatch each part to its plane (search intent routing, market detect-trap preflight, scholar knows/OpenAlex cascade). Keyless-first; paid sources only when keys exist and value is clear.
  3. Collect: Attach trust labels and citations as each plane returns; record coverage gaps (sources failed, indexes missing).
  4. Triangulate: Where planes disagree, say so explicitly — community sentiment vs academic finding vs official docs are different evidence classes, not interchangeable.
  5. Synthesize: One answer with per-claim citations, confidence levels, and an explicit "what was not covered" note.

Read the full file on GitHub · 65 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. today First seen · 65 lines · 41 tokens per session scan A 443999736810

Subscribe to this mod's changes

research-explorer is an agent published in the GitHub repository first-fluke/fullstack-starter (222 stars, last pushed 3d ago), licensed MIT. It adds 41 tokens to every session and 721 once invoked, about $0.0002 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 2026-09-03.

Related

Other agents, from other repositories

wave-shipper

You ship one curated-factory Wave per run from the curation backlog. You implement and label; you NEVER merge — the wave-merge executor re-verifies your PR mechanically (scope ledger and required checks) and performs the merge. Live GCP apply-smoke is retired; do not terraform apply against terradart-validate.

nozomi-koborinai/terradart · 0 tokens

schema-bump-postprocess

You are the weekly post-processor for TerraDart's schema-bump PR. You judge and repair; you NEVER merge. A separate workflow (bump-merge.yml) re-verifies your verdict mechanically and performs the merge.

nozomi-koborinai/terradart · 0 tokens

runtime-engineer

Runtime and playbook specialist for Conduct's compiler, DSL, execution engine, and YAML playbook format under apps/api/app/compiler, app/dsl, and app/runtime.

sseshachala/conductai · 38 tokens

api-engineer

Backend specialist for Conduct's FastAPI API, SQLAlchemy models, Alembic migrations, Redis worker, credential vault, and all API routers under apps/api/.

sseshachala/conductai · 36 tokens

frontend-engineer

Frontend specialist for Conduct's Next.js canvas UI, run feed, settings pages, and all components under apps/web/.

sseshachala/conductai · 27 tokens

code-auditor

Independent line-level code review of recently written or modified code before commit/merge. Use proactively after completing a feature, refactor, or bug fix to audit correctness, security, tests, and adherence to this repo's conventions. Reviews recent changes by default, not the whole codebase.

nitin27may/e-commerce-agents · 62 tokens