DEDUPED Hot AI repos, turned into use cases Get 5 a day

What you can do with DSH Research Report

dsh-research-report is a DeepSeek Harness plugin that binds each report claim to immutable evidence snapshots, verifies those claims byte-for-byte, and seals the report with a recomputable manifest hash.

Trended earlier

PerryLink/dsh-research-report on GitHub

Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk.

What do you want to do?

4 use cases

  • Seal a research report with byte-checked claims

    Bind each claim to saved source snapshots and seal a report whose manifest hash anyone can recompute.

    View prompt
    Using the dsh-research-report plugin in DeepSeek Harness, register the source at <source path or URL> with evidence_add, then seal a report on <topic> whose claims bind to that evidence. Expected output: a seal hash and a claim count line. Verify that every claim you wrote shows a verdict and that no claim with an empty evidenceIds list is marked verified.

  • Verify a sealed report from its directory alone

    Recompute a report's seal and per-claim checks with the standalone verifier, without the original session.

    View prompt
    Use the dsh-research-verify CLI from the dsh-research-report repo on the sealed report at <report-dir>. Expected output: a JSON envelope or SARIF document that reports the recomputed seal hash and per-claim results. Verify that the recomputed seal hash matches the one recorded in manifest.json before reporting the report as intact.

  • Find claims in a draft that lack source evidence

    Seal a draft and read the visible markers to see which claims have no bound evidence.

    View prompt
    Using dsh-research-report in DeepSeek Harness, seal a report on the draft at <draft path> with no evidence bound to the claims. Expected output: report.md with unverified markers on each unsupported claim. Verify that every claim with an empty evidenceIds list is marked unverified rather than passed silently.

  • Track claims that the evidence has disproven

    Query the ledger and the falsification log to see which claims the sources contradict.

    View prompt
    Use ledger_query from dsh-research-report on the claims in <report-dir>. Expected output: a list of contradicted and disproven claims with their reasons. Verify that each listed claim also appears in disconfirmation.jsonl before you report it.

How to use DSH Research Report

  1. Check you have what it needs: DeepSeek Harness (dsh) installed, as described in the Compatibility section of the README; npm available to install the plugin; A workspace where the harness can write the default .research-ledger and research-reports directories.
  2. Open PerryLink/dsh-research-report on GitHub and read the README and license.
  3. Run dsh plugin --profile demo add dsh-research-report and restart the harness so the plugin takes effect.
  4. Register each source with evidence_add({ origin: "<file or URL>", title: "<source name>" }) and keep the returned evidence id. (inferred, check the README)
  5. Call research_report({ topic: "<topic>", sections: [...], claims: [{ id: "c1", text: "<claim text>", evidenceIds: ["<evidence id>"] }], evidenceRefs: ["<evidence id>"] }) to assemble and seal the report. (inferred, check the README)
  6. Check the summary line for counts of verified, unverified, contradicted, insufficient, and disproven claims.

These steps come from our top use case, Seal a research report with byte-checked claims, which also has a copy-paste agent prompt.

DSH Research Report alternatives · Best AI repos for Research

About this repo

Requirements

  • DeepSeek Harness (dsh) installed, as described in the Compatibility section of the README
  • npm available to install the plugin
  • A workspace where the harness can write the default .research-ledger and research-reports directories
  • Source text or workspace files to register as evidence
Maintain DSH Research Report? Add the Featured on Deduped badge

Paste this into your README:

[![Featured on Deduped](https://dedupedai.com/badge/perrylink-dsh-research-report.svg)](https://dedupedai.com/use-cases/perrylink-dsh-research-report/?ref=badge)

More badge styles and HTML

Questions about DSH Research Report

What is DSH Research Report?

dsh-research-report is a DeepSeek Harness plugin that binds each report claim to immutable evidence snapshots, verifies those claims byte-for-byte, and seals the report with a recomputable manifest hash. It is an open-source project on GitHub: https://github.com/PerryLink/dsh-research-report.

Who is DSH Research Report for?

Written for researchers, analysts, and AI agents who must show which report claims their sources actually support, and who run DeepSeek Harness.

What can I do with DSH Research Report?

4 use cases so far, for example: Seal a research report with byte-checked claims; Verify a sealed report from its directory alone; Find claims in a draft that lack source evidence. Each has steps and a copy-paste agent prompt.

What do I need to run DSH Research Report?

DeepSeek Harness (dsh) installed, as described in the Compatibility section of the README; npm available to install the plugin; A workspace where the harness can write the default .research-ledger and research-reports directories; Source text or workspace files to register as evidence.

What are alternatives to DSH Research Report?

Other hot AI repos in Research: Scientific Agent Skills, Speaker Mem R1, DSH Council, Evo Bot, AI Engineering Course.

Is DSH Research Report safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.