dsh-maze
The execution maze for DeepSeek Harness agents: see how the agent actually worked — main path, detours and backtracks on one timeline, with data tracks, deterministic analysis, and multi-session comparison
85 results
The execution maze for DeepSeek Harness agents: see how the agent actually worked — main path, detours and backtracks on one timeline, with data tracks, deterministic analysis, and multi-session comparison
Deterministic data profiling, cleaning, and verification for DeepSeek Harness: a ctx.dataQuality capability seam (Service Definition / local Provider / tool Consumers) with data_profile, data_clean, and data_verify model tools, a frozen cross-plugin verifyCitations contract, durable reports in a storage domain, and data-quality/* session events on hosts that support them.
Scientific writing & document integrity guard for AI-assisted research - prompt-guided argument economy with deterministic scientific, delivery, journal, and Word integrity checks.
Cordis /hongtou command: two-phase pipeline (LLM structured JSON + deterministic Word 2003 XML template rendering)
Drive OriginLab Origin scientific plotting from any AI via MCP - 62 tools: file import (CSV/TXT/XLSX, CJK-safe), plan-confirm flow with plan_hash staleness guard, domain templates (stacked spectra/XRD/dual-Y/forest/multi-panel), fine-grained editing (per-curve color/width/symbol, axis, legend anchors, page geometry, window management), editable OPJU delivery, deterministic readback verification, inline image preview, statistics batch (t/ANOVA/PCA/survival) with confidence notes, system diagnostics, scenario cookbook, version capability handshake, stable error codes with recovery map. Works standalone via npx (official MCP SDK) and inside DeepSeek Harness (DSH bundle).
Deterministic context-pruning compaction backend for dsh (DeepSeek Harness) — zero-LLM summaries, /dcp command, works out of the box. Design references Opencode-DCP/opencode-dynamic-context-pruning.
DSH statistics tool: describe/percentile/frequency/correlation over explicit finite numeric arrays, zero-dependency, deterministic, numerically stable (Neumaier sum + Welford variance + linear-interpolation percentiles + Spearman midrank)
CC-style auto mode for DeepSeek Harness: deterministic deny/allow rules + pre-execute gate + model-agnostic two-stage classifier. Two-state (allow/reject) classifier since 0.8.0. TypeScript rewrite merging dsh-auto-mode v0.4.1 with Nuo-cl/dsh-auto-mode native integration.
A contract-preserving context runtime for long-horizon agents on the DeepSeek Harness: exact archive/recall, a monotonic fold frontier, and deterministic current state.
Decision-driven AI company orchestration with HR governance, monetary budgets, model discovery, and deterministic audit for DeepSeek Harness
A portable coding lifecycle for AI agents with deterministic routing across 25 skills, durable state, mutation-aware verification, specialized skill packs, lifecycle hooks, DeepSeek Harness plugin & consumed web UI, and an optional local request proxy.
Validate-then-repair patterns for tool call resilience. Five deterministic repairs, repair notes, and the structural insight that tool confusion is a harness problem, not a model problem. Based on CommandCode's approach that made DeepSeek V4 Pro outperform Opus 4.7 on tool calling.
Jev-judged context compaction for DeepSeek Harness. Two layers: prune stale tool results (semantic instead of size-only), and replace spent tool-call ranges with a deterministic receipt instead of a model-written summary.
Deterministic fault injection, autonomous resilience experiments, and machine-readable evidence for the DeepSeek Harness tool pipeline
Direct ASCII art and kinetic-typography films with MiniMax H3 — deterministic zero-dependency preview engine, motion-grammar chain planning, seam-checked continuation, and a Director Console for DeepSeek Harness.
QA orchestrator plugin for DeepSeek Harness: an agent explores your app and leaves evidence, then the explored path replays deterministically. Drives the browser, macOS desktop, iOS and Android drivers.
Cross-session plaintext memory plugin for the DeepSeek Harness — deterministic BM25 recall, writes take effect immediately, signal-driven injection, no embeddings
Reproducible deterministic benchmark evidence for DSH tools and plugins
Loom (织机) — second-validator plugin for DeepSeek Harness: a silent external coach that weaves your agent's tools, skills, config and even its model from usage history, with deterministic verification and cold-apply.
Deterministic, recoverable tool-result compression and cache-aware compaction for DeepSeek Harness
Contract-driven master/subagent dispatch for DeepSeek Harness (DSH): the master drafts a contract, cheap subagents execute, and the plugin adjudicates deterministically — acceptance-command exit codes, git-diff whitelist, receipt cross-check — so the master only reads a verdict
DeepSeek Harness plugin that turns UI screenshots into implementation-grade web specs using OCR, deterministic geometry, scene graphs, assets, and render comparison.
Self-contained editable PPTX generation, deterministic scene QA, template workflows, and local delivery for DeepSeek Harness
Repo-agnostic multi-agent validation plugin: parallel theses, adversarial antithesis, and a non-negotiable seal whose verdict is computed deterministically from real command exit codes. Runs on DeepSeek Harness, Claude Code and ZCode.