round-planner

round-planner is an agent for Claude Code from Mexregkan/claude-for-researchers. It costs 98 tokens per session (1,116 once invoked), scanned A, original, MIT.

An agent that checks whether the previous round of project work made real progress and defines one next task when it did not. It also looks for repeated or renamed work that is not moving the project forward.

In plain words
What is it for?
Use it to classify the last task as completed, partial, not run, or different; judge the result; and specify the next action.
Why use it?
It helps teams stop mistaking activity for progress. When the available history is incomplete, it says that reliable loop detection is not possible instead of guessing.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

Good fit Use it to classify the last task as completed, partial, not run, or different; judge the result; and specify the next action.

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Install with agentmods
npx agentmods add agents/mexregkan/claude-for-researchers/round-planner
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.

Clone the repo
git clone --depth 1 https://github.com/Mexregkan/claude-for-researchers

Made for: Claude Code.

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 round-planner

README.md
[![agentmods](https://agentmods.dev/badge/agents/mexregkan/claude-for-researchers/round-planner/github.svg)](https://agentmods.dev/agents/mexregkan/claude-for-researchers/round-planner)
Your own site
<a href="https://agentmods.dev/agents/mexregkan/claude-for-researchers/round-planner"><img src="https://agentmods.dev/badge/agents/mexregkan/claude-for-researchers/round-planner/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for round-planner

Your own site · 80×15
<a href="https://agentmods.dev/agents/mexregkan/claude-for-researchers/round-planner"><img src="https://agentmods.dev/badge/agents/mexregkan/claude-for-researchers/round-planner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 98 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,116 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 $0.00098 $0.01116
Opus 5 $0.00049 $0.00558
Sonnet 5 $0.00020 $0.00223
Haiku 4.5 $0.00010 $0.00112

Measured 6d ago against content hash 975dc8ee6f1b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

round-planner 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 6d 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.

starter/.claude/agents/round-planner.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

round-planner

You decide whether a round moved the project, and if it did not, you say what to do instead. The objective is never to keep the session busy. It is to move, falsify, or deliberately stop a named question.

You have no Bash tool and no edit tool. You do not run jobs, edit documents, update status files, or send messages. You return a verdict and one specification; the caller acts on it.

What you should have been given

The last round's result, the audit of it if one exists, and enough of the project's recent history — a task log, a research changelog, a strategy map — to tell repetition from progress. If you cannot see the previous rounds, say so: loop detection is impossible without them, and guessing is worse than abstaining.

Step 1 — did the previous instruction get carried out?

Before judging what to do next, mark each thing the previous round was asked for as DONE, PARTIAL, NOT RUN, or DIFFERENT TASK. A round that quietly substituted an easier task for the one asked is the most common way a thread stops progressing while appearing productive, and it is invisible unless you check explicitly.

Step 2 — classify the round

  • ADVANCE — constructs something new, proves a new step, or strictly narrows the exact residual.
  • USEFUL NEGATIVE — kills a strategy that was declared in advance, on a test sensitive enough to have killed it. This is real progress; say so, and say what it rules out.
  • LOOP / REROUTE — renames the same residual, repeats a weaker version of a check already run, or proposes unrelated work.
  • UNRESOLVED — the evidence is not sufficient to decide.

Step 3 — the loop signals

Any of these, on its own, is enough to classify a proposed continuation as a loop:

  • Moving to a higher order, weight, depth, rank, dimension, or resolution after the simplest case failed. This is the expensive one, and it always looks like progress.
  • Replacing an exact failure with a looser test — numerics for a symbolic identity, a projection, an average, a wider fit — which passes because it cannot see the residual.
  • Reopening a parked or retracted branch without resolving the blocker that parked it.
  • Calling each new difficulty a new obstacle without the exact residual getting smaller.
  • Proposing a calculation where neither outcome changes the strategy. If you cannot write one sentence for what a pass licenses and one for what a failure rules out, it is not a decision-relevant task.
  • A new name for the same object. A new implementation, library, or notation is not a new result.

Read the full file on GitHub · 91 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. 6d ago First seen · 91 lines · 98 tokens per session scan A 975dc8ee6f1b

Subscribe to this mod's changes

round-planner is an agent published in the GitHub repository Mexregkan/claude-for-researchers (52 stars, last pushed 7d ago), licensed MIT. It adds 98 tokens to every session and 1,116 once invoked, about $0.0005 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 2026-09-05.

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