# Clearailhc/clearai-dsh

> A DeepSeek Harness plugin implementing the Epistemic Loop: hypotheses are tested and independently evaluated, and confirmed conclusions accumulate into a growing domain ontology.

- Magnitude: 2.9 out of 10 — Peaking
- Stars: 1,068 total · +47 stars today, ≈ 88 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: JavaScript · License: Apache-2.0 · Created: 2026-09-12 · Last push: 2026-10-02
- GitHub: https://github.com/Clearailhc/clearai-dsh · Page: https://gitnova.dev/en/r/Clearailhc/clearai-dsh

## Useful for

- Install the plugin in DSH and run research that accumulates verified knowledge
- Track which conclusions passed independent evaluation and which were refuted
- Surface contradictory assertions about the same entity in the ontology

## Why it’s here

- 47 stars so far today, about 88 expected by the end of the day. The usual pace is 34 per day, so that's 2.6× as much.
- Over the last two days the pace is 1.6× that of the previous week and a half.
- The repository is 20 days old and already has 1,068 stars.
- Top new repositories this month: #97.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 33
- Issues and pull requests: 16
- Watchers: 20
- Average over the last week: 77 per day
- Usual pace: 34 per day
- Stars in the last hour (measured): 14
- Latest release: v0.3.1 (2026-09-29)

## Stars per day, last 27 days (oldest → newest, today is partial)

2026-09-06 … 2026-10-02: 0, 0, 0, 0, 0, 0, 3, 7, 1, 3, 7, 9, 67, 103, 106, 48, 5, 74, 59, 79, 55, 91, 117, 30, 30, 130, 47

## Spotted in now

- Top new repositories this month: #97

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5. **nanaism/yomiyasu** — 6.4 · Early signal · AI agents · Python · +90 stars today, ≈ 199 by evening
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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-02 14:11 UTC, updated every 30 minutes.