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PACT governance plugin for DeepSeek Harness agent loops

StartLux Decision: a cheap judgement layer for DeepSeek Harness — all nine decision points (tool authorization, model routing, delegation, compaction, turn continuation, retrieval, skill pick, session title, COT translation) are implemented and individual

Cursor-style mode switching for the dsh web UI: plan mode with a delegation gate, multitask mode with a tool-call quota, and the create_plan / request_more_edits / list_running_agent tools. Adds a plan card with Build buttons and compacts the subagent dropdown to running rows.

Six-tier memory plugin that captures each conversation turn, injects a stable memory block as a user snapshot, and compacts the host's own history into a single placeholder without calling a model.

Adjusts the context-window percentage at which DSH triggers its native automatic compaction: a slider on the plugin page in the plugins manager sets it from 1% to 100% (default 80%, arrow keys adjust by 1%), and the retained-history budget shrinks with lower thresholds so early compaction is not defeated; the compaction run itself stays with the native engine.

Take over context compaction on both the manual and the automatic path, each runnable by a compaction model (falling back to a second model, or used directly) or by a mechanical fold that builds the summary card locally with no model call; the fold goes through the same official compaction transaction, so the replaced events stay in the append-only session log under their sequence numbers. It adapts code from dsh-compact-saviour and takes the mechanical fold from dsh-ledger-compact (both MIT) — install it instead of dsh-compact-saviour, not alongside it.

Recovers a session the host already refused for exceeding the context window: it re-checks the gateway message the built-in classifier misses, takes the real window out of that message, and folds the oldest span into one checkpoint without a model call (tool-result pruning, the host compaction engine when it can shrink the projection, or a mechanical digest fold), then retries the failed step; a context_rescue tool and /rescue, /rescue-status expose the same path by hand.

Sidebar panel management for DeepSeek Harness: a grouped Panels launcher collects global panel rows and third-party plugin entry rows into one menu (clicks the original buttons), with persistent pin/unpin, a capped scrollable panel list, a toggleable compact footer, and a full Settings page — height sliders, a keep-in-place whitelist and bidirectional pin management.

Opens the official Genshin Impact site and downloads the official launcher when DeepSeek Harness starts.

Power Mode typing effects for the DSH web composer: caret particles and glowing character echoes, a heat ramp from amber to red with rising embers as the combo grows, a combo counter over visible glyphs, and a synthesized key tick with a heavier Enter impact.

Read-only viewer for archived DSH sessions: browse the archive with workspace filtering and title/ID search, and read the transcript folded from the durable log — including messages from before a context compaction — without unarchiving.

Moves conversation views into the Windows caption row and header utilities into a compact right rail on DSH Desktop with Codex UI, reclaiming a full row of vertical space while preserving the session title, fullscreen control, dynamic status counts and menus.

Browse and search provider models to choose an independent summary model for DSH Standard mode, or let Auto follow the conversation route; save extra automatic pressure-compaction passes, while manual compaction attempts one useful pass. Includes Chinese/English theme-aware settings; start a new Standard-mode conversation after installation to apply the configuration.

Select completed assistant text, add comments, and send compact annotation labels with source navigation in official DSH 0.2.1-rc.2 Web; no host patches required.

Adjust chat bubbles and message spacing with comfortable or compact density on verified Windows Desktop RC2/RC3/RC5 layouts, retaining native styles for unknown host fingerprints.

Compaction ledger for the DeepSeek Harness: audit every context compaction (what was shadowed, when, at what token cost) and let the model recall pruned content on demand

Distills long sessions into background observations and reflections, injects them as a system-prompt section, and renders compaction summaries from prepared memory; includes a Settings page and source-backed recall.

Change impact analysis plugin that lifts a code change into an evidence-backed impact and verification plan (CHANGE-IMPACT.md + change-impact.json): affected modules, entry points and public exports, risk levels with factors and confidence, and recommended verification commands (read-only, never runs repository commands). Only read-only git queries (rev-parse, diff, status) are run; suggested verification commands are never executed.

Audit what context compaction actually lost. Reads the raw session event log and checks session-constraint survival (the standing instructions the user gave — do-not-X, must-Y, only-in-Z — and whether the summary still carries them; arXiv 2608.11242 measured ~17% survival across compactors), summary hallucination (paths, versions, ports and identifiers the summary invents that were never in the history it replaced), ghost references ("see above" pointing at removed text), token accounting (a summary nearly as large as what it claims to free), and unaccounted prunes. Four agent tools including a cross-session sweep that ranks conversations by how much compaction hurt them. Deterministic — no LLM, so a wrong answer is a rule bug with a name.

Rewrites pwsh and bash tool commands through `rtk rewrite` and executes the compact equivalent; falls back to the original command when rtk is missing or has no equivalent, and ships a checksum-verified `/rtk install` downloader.

See what a conversation actually costs: how many model requests, how big the system prompt and tool table are, cumulative tokens, estimated spend, and how far you are from automatic context compaction. Reads the local session log only; never calls a model, never adds a word to the system prompt. Token and spend figures are estimates from character counts, not provider usage.

Draws the sidebar navigation as a compact two-column grid at every viewport; on narrow, short or coarse-pointer screens it additionally caps the navigation at 34vh with scrolling so the workspace and session history keep a 38vh floor. Also repairs dsh-resource:// records whose protocol the browser URL parser reports as empty.

Small-window mode for DSH NEXT on Windows: a 425px-wide always-on-top sticky window with a drawer sidebar and animated transitions. Requires DSH NEXT; the other desktop client (dsh desktop) is not supported.

Budgeted verbatim user anchors that survive DeepSeek Harness compaction