researchforge-hypotheses

researchforge-hypotheses is a cursor rule for coding agents from forger-labs-hq/researchforge. It costs 0 tokens per session (463 once invoked), scanned A, original, Apache-2.0.

A research tool that turns an existing collection of papers and findings into testable hypotheses linked to evidence. A hypothesis is a claim that an experiment could support or disprove.

In plain words
What is it for?
Use it after building a research landscape to write, validate, import, and list hypotheses for later experiments.
Why use it?
It keeps proposed ideas tied to stored papers and requires uncertainty, limitations, and a concrete experiment to be recorded. Validation catches references to papers that are not in the project.

Cursor rule

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 rules/forger-labs-hq/researchforge/researchforge-hypotheses
Clone the repo
git clone --depth 1 https://github.com/forger-labs-hq/researchforge

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 researchforge-hypotheses

README.md
[![agentmods](https://agentmods.dev/badge/rules/forger-labs-hq/researchforge/researchforge-hypotheses.svg)](https://agentmods.dev/rules/forger-labs-hq/researchforge/researchforge-hypotheses)
Your own site
<a href="https://agentmods.dev/rules/forger-labs-hq/researchforge/researchforge-hypotheses"><img src="https://agentmods.dev/badge/rules/forger-labs-hq/researchforge/researchforge-hypotheses.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 463 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00000 $0.00463
Opus 5 $0.00000 $0.00231
Sonnet 5 $0.00000 $0.00093
Haiku 4.5 $0.00000 $0.00046

Measured 5d ago against content hash cdc92bd960f0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

researchforge-hypotheses 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 5d 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.

src/researchforge/cursor/rules/researchforge-hypotheses.mdc · 52 lines

What it actually says

Generate hypotheses

Same handshake as the landscape: context out, YAML in, engine validates.

1. Re-read the context

.researchforge/synthesis/context.json (regenerate with researchforge research context --json if stale) plus the imported landscape (researchforge status --json shows what exists).

2. Write hypotheses

Write .researchforge/synthesis/hypotheses.yaml conforming to the embedded schema. Each hypothesis needs:

  • a falsifiable claim and rationale;
  • supporting_paper_ids / contradicting_paper_ids drawn only from stored papers (the validator rejects unknown ids);
  • an honest evidence_status and novelty_confidence — mark speculation as speculative; do not inflate support;
  • limitations the user should know before spending compute on it;
  • a proposed_experiment concrete enough to implement later.

3. Import (engine validates)

researchforge hypotheses import .researchforge/synthesis/hypotheses.yaml --json
researchforge hypotheses list --json

On validation failure, read the --json error payload, fix exactly the listed fields, and re-import.

Next: for explore-mode projects, researchforge report build produces the citation-backed report. For improve-repository projects, continue with the researchforge-baseline rule.

Rules

  • The Python engine is the boundary: never work around a validation error, a protected path, or an approval gate — fix the artifact or ask the user.
  • Approvals belong to the user: never pass --yes or type a confirmation unless the user explicitly approved that step in this conversation.
  • Ground every summary in stored data: quote only numbers returned by --json output or files under .researchforge/ — never invent metrics.
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. 5d ago First seen · 52 lines · 0 tokens per session scan A cdc92bd960f0

Subscribe to this mod's changes

researchforge-hypotheses is a cursor rule published in the GitHub repository forger-labs-hq/researchforge (7 stars, last pushed 3d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 463 tokens. 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 2026-08-31.