82 results
Dual-pipeline compaction for DeepSeek Harness: official server-side Responses compaction v2 for OpenAI-routed targets, with a deterministic VCC-style local compiler (zero model calls) as the default fallback and for every other provider.
Deterministic show/game engine on top of DeepSeek Harness: scenario packs, machine-adjudicated matches, replayable event logs
Evidence-driven runtime optimization for DeepSeek Harness: deterministic stuck detection + STRATEGY_RESET intervention, as a detachable DSH plugin.
Deterministic regression tests for DSH policy decisions, evaluated without invoking the protected tool body.
Policy-only multi-source quota router for DeepSeek Harness: deterministic task profiles, ordered candidate chains, health-aware fallback, and observable decisions.
The small deterministic operations an agent needs mid-task. JSON/YAML round-trip, JSON Schema validation, text diff, JWT decode, regex testing, SQL dialect transpiling, QR codes, timezone and unit conversion, page screenshots.
Deterministic evidence for DSH schema migration fixtures
Deterministic per-turn adaptive model routing for DeepSeek Harness
Guarded context compaction for DeepSeek Harness (dsh): the LLM proposes, deterministic guards dispose — eager per-atom shrink (extract/summary/false under verbatim guards) + lazy reference-graph eviction (0-LLM) + byte-exact recall from an append-only log
DeepSeek Harness plugin: a deterministic UTF-8 byte cap on tool results, keeping the first N bytes and carrying a sha256 of the full original so a truncated result is never mistaken for a whole one
Deterministic two-level memory injection for DeepSeek Harness: global and project MEMORY.md plus today's notes, auto-loaded into every new session. v1.3.1 fixes session-format-v4 source attribution (DSH 0.2.0 desktop refused the retired kind:"plugin" wrapper, failing every session). v1.3.0 injects day logs as a one-line pointer by default (dailyLogMode: pointer|full|off) so flow records stop competing with the MEMORY.md indexes; v1.2.0 capped day logs and reported skipped oversized files.
Deterministic cross-session transcript retrieval for DeepSeek Harness: the model-facing `recall` tool searches past session logs with explicit scope control
Computer Use for DeepSeek Harness backed by the cua-driver daemon (trycua): accessibility element-level targeting, background-first input delivery, window/desktop screenshots, deterministic verification.
DeepSeek Harness Skill and deterministic validators for generating tour_robot YAML from points.json and narration material.
Structured git tools for DeepSeek Harness agents: deterministic porcelain parsing (Chinese/UTF-8 paths, Windows) plus a diff-before-commit policy gate that refuses blind commits.
CWL — Context Window Lifecycle for DeepSeek Harness: structured context eviction (arXiv:2606.11213). Graduated, deterministic, zero-LLM eviction of exploration/action episodes when context pressure exceeds budget — no summarization lossiness, no hallucination, user messages never evicted.
A deterministic pre-write claim guard for supported DeepSeek Harness file tools.
DeepSeek Harness plugin that finds and ranks region-appropriate AI/SaaS purchase deals using current evidence and deterministic eligibility checks.
Self-evolving deterministic rule objects before DeepSeek Harness model calls
Headless-first managed Browser Use for DeepSeek Harness with isolated sessions, semantic refs, deterministic safety checks, and bounded evidence
A safe, bounded, read-only perception layer for DeepSeek Harness agents: observe administrator-defined JSON APIs with provenance, snapshots and deterministic diffs — never an arbitrary HTTP client.
DSH plugin: inject a one-line hint naming skills that match the current turn, so installed-but-forgotten methodology skills actually get used. Deterministic matching, no LLM calls, fail-open.
Company-grade project handover & onboarding handbook generator for DeepSeek Harness: evidence-backed Markdown (PROJECT-HANDBOOK.md + handover checklist + glossary + runbook) built from real repository inspection, with a deterministic inventory scan and a documentation quality gate.
Deterministic, zero-LLM, byte-budget context compaction for DeepSeek Harness, with byte-exact recall of compacted history.