REPROWEAVE

Research software · local-first · v0.2.1

Decide what can be rebuilt before committing the lab.

ReproWeave connects a paper's claims to exact evidence, experiments, required resources, and dependency-aware work. It turns that record into an explicit replication queue—without an API, account, database, or hidden score.

Inspect the synthetic report Installation and source
8evidence dimensions
7durable artifact types
0runtime dependencies
1portable HTML report

Methods

A traceable chain from statement to execution.

Every transition is stored as plain JSON. Another researcher can review the evidence locator, resource status, task dependency, and decision rule rather than trusting a generated summary.

  1. 01

    Bound

    Record the question, criteria, paper identity, and screening reason.

  2. 02

    Anchor

    Join bounded claims to figures, tables, appendices, experiments, and resources.

  3. 03

    Assess

    Evaluate eight reconstructability dimensions while preserving unknown values.

  4. 04

    Triage

    Combine hard blockers, task readiness, and effort; test resource-access scenarios.

  5. 05

    Verify

    Audit references and cycles, then seal the exact source snapshot with SHA-256.

What v0.2 adds

Candidate triage without false precision.

A

Evidence-aware

“No,” “unknown,” and missing documentation remain hard gaps. Partial evidence stays visible instead of being converted into a confident verdict.

B

Resource-aware

Experiments contribute their code, data, model, environment, and hardware requirements. A what-if override changes only the generated scenario.

C

Execution-aware

Task states, prerequisites, and remaining human-entered hours determine whether work can start. The output explains the next action in plain language.

reproweave triage --workspace review \
  --resource rf-spectra-v2=available \
  --format markdown --output triage.md

Portable evidence report

One file; every recorded decision.

Open the full report

The demonstration is entirely synthetic. No title, author, URL, score, or result represents a real publication.

Interpretation boundary

Structure can be verified. Scientific truth cannot be automated here.

ReproWeave records

  • Exact claim and evidence locators
  • Versions, checksums, access, and resource gaps
  • Task dependencies, estimates, and acceptance conditions
  • A content-addressed source snapshot

ReproWeave does not establish

  • Correctness, novelty, importance, or integrity
  • Formal systematic-review compliance
  • Safety of third-party research code
  • Whether a reported claim is scientifically true

Python 3.11+

Install from PyPI.

The tagged release workflow publishes attested distributions to PyPI and the same files to GitHub with SHA-256 checksums.

python -m pip install reproweave

reproweave demo my-review
reproweave audit --workspace my-review
reproweave report --workspace my-review