Plugin

Scanner locale limitato e privacy-safe per metadati di Codex, Claude Code, WorkBuddy e CodeBuddy: aggrega atomicamente evidenze chiave e consiglia deterministicamente preset DSH integrati e capacità opzionali — senza conservazione del contenuto, accesso di rete o mutazione dei preset.

Deterministic, zero-LLM, byte-budget context compaction for DeepSeek Harness, with byte-exact recall of compacted history.

Markdown visual enhancement and session workbench for DSH Web Composer: live syntax presentation with caret-row source reveal, deterministic local completions and diagnostics; long pastes fold into persistent chips with inline context or file-mode delivery (@path across 50+ extensions) plus sidebar LLM rewrites (stop, preview diff, undo/redo); real-time context map with token gauge, composition breakdown, per-turn growth chart with anchor lines, in-place /compact, and turn forking.

TypeSafe Jev (modello decisionale System One) per DeepSeek Harness, end to end: jev_decision (choice/score/noul, parallelo, risposte tipizzate + confidenza), una scheda Impostazioni > Plugin per la chiave API e gli interruttori, viste inline dei tool che mostrano ogni decisione nella conversazione (risposta, confidenza, latenza, costo), un auto-guard (controlli deterministici + rischi/loop di Jev), una dashboard locale /jev e un benchmark di verifica online (96,3% su 27 domande etichettate, mediana ~283 ms su jev-latest, 2026-09-21). Onesto per design: solo API reale, nessun fallback mock.

Compaction fallback for compaction-basic: when its LLM summary throws, comes back empty or cannot fit the window, the span is compiled deterministically with a seq pointer on every line (vendored dsh-compaction-instant compiler). Adds recall and search tools, /recall and /context commands, an idle trigger at 45% of the window and an on-disk span archive. The engine mounts as one row in the agent preset (docs/dsh-integration.md).

BaziDIY ontology plugin: deterministic bazi/wuxing/bead/style rules as DSH tools (calculate_bazi, propose_designs, generate_design, save_design, load_design), plus bracelet SVG rendering and a bead editor; no LLM calls inside execute.

Long-form novel writing plugin: each book is a git repository of frontmatter files, with 39 DSH domain tools and a web writing UI. Deep import drafts candidates, AI adoption into canonical assets requires DSH approval, and deterministic continuity checks ship with a report-only benchmark. Independent open source (MIT), not an official DeepSeek product; requires Node >= 24.11.0 and currently targets DSH 0.1.2-rc.1.

Per-turn file changes, per-file diffs and deterministic safety verdicts for DSH sessions, plus a preview-first rewind that refuses when the worktree has drifted since the preview.

Dense translucent-glass Universal Palette for DeepSeek Harness Web — federates Commands, Models, Sessions and Conversation Hits with deterministic ranking and verified public-contract interoperability.

Automatic model-tier routing for DeepSeek Harness: one user instruction enters, one tier decision comes out — complex intent is planned on the strong tier and implemented on the cheap tier, simple intent stays cheap throughout, with a deterministic guard and a TTL escalation fallback.

Browser patrol & website inspection plugin for DeepSeek Harness (DSH). Teach once, replay deterministic runbooks with managed Chromium, screenshots, credentials, checkpoints and selector recovery.

BaziDIY ontology plugin: deterministic bazi/wuxing/bead/style rules as DSH tools (calculate_bazi, propose_designs, generate_design, save_design, load_design), plus bracelet SVG rendering and a bead editor; no LLM calls inside execute.

DeepSeek Harness (Cordis) plugin — bi-temporal VSA memory + cognition engine + BLAKE3 provenance, exposed as a DSH storage+session plugin. End-to-end tested with a real Python subprocess.

Deterministic loop guard: denies a tool call repeated with identical arguments and caps per-agent calls, in code outside the model; incident log lets a parent interrupt a stuck subagent.

Self-evolution actuator: consumes problem tickets mined from session logs, synthesizes skill candidates (zero-code tiers by default) behind an eval gate with hold-out canaries, then promotes to project .dsh/skills with human confirm and deterministic rollback.

Cipher memory platform as a DSH bundle: four memory types (attention, experience, preference, cognitive) sedimented per turn by four memory agents, cross-session deterministic recall injected via systemPrompt.context, insight review kept out of user-facing output, per-session UNNI/LOOP modes with memory-driven auto-continuation, memory search/ingest tools, plus a settings page (SOUL editor) and an AgentPool panel.

Offline, deterministic public API catalog search for DeepSeek Harness, with Chinese and English queries plus exact filters for authentication, HTTPS, CORS, status, source tier, and category.

Trasforma la code review in un gate obbligatorio: regole di severità deterministiche, risultati assistiti da LLM, quorum di approvazione del team e audit trail di conformità durevole devono essere superati prima del merge.

Risponditore automatico di approvazioni LLM per le escalation del sandbox oltre workspace-write: prima un filtro regex deterministico, poi un modello revisore a contesto pulito; agli umani si chiede solo quando è incerto. Richiede le patch core incluse.

Registra sei strumenti nativi DeepSeek Harness per analisi, pianificazione, anteprima e readback deterministici di database Microsoft SQL Server e Oracle, basati su fixture o read-only.

Genera README.md per i repository di plugin dsh a partire da package.json + cordis.patch.yml + struttura del codice sorgente — sezioni install/CLI/tools/dev/license, deterministico, zero dipendenze a runtime, in sola lettura per impostazione predefinita. CLI più uno strumento readme_forge richiamabile dall'agente.

Modalità di permesso intermedia tra workspace-write e full access: i comandi shell vengono verificati da regole deterministiche e da una revisione di un subagent; le azioni irreversibili o a livello di sistema richiedono un'approvazione esplicita.

Collega il toolkit di codice LiuHe MCP (44 strumenti) a dsh web: repo_map, ricerca di simboli, edit_batch con corrispondenza tollerante, modifiche transazionali con diario di annullamento e gate di qualità deterministici — supportato da un demone di analisi tree-sitter in Rust isolato dai crash e un indice SQLite.

Ciclo di correzione guidato dalla falsificazione per le sessioni degli agenti: il lavoro rischioso impegna prima un'affermazione verificabile con prove, gate deterministici la verificano, le affermazioni falsificate impongono ipotesi sostitutive mutuamente esclusive con esperimenti discriminanti, e ogni evento finisce in un registro delle prove in sola aggiunta.