Turn-level conversation and workspace rewind for DeepSeek Harness, powered by a persistent Change Ledger

Offline recursive turn-level credit assignment for agent trajectories (AgentOPSD, arXiv:2608.05987). Converts sparse terminal outcomes into bounded per-turn weights via recursive belief updates — advisory signals for routing, retry policy, retrieval feedb

ACP server wrapping OpenAI Codex — Automata Labs fork of @agentclientprotocol/codex-acp adding turn-level outputSchema forwarding for structured output.

pi extension: /btw side-chat overlay — maintained fork of @yceachan/pi-better-btw (+ right-click copy/paste, fork model switch, turn-level retry)

DSH turn-level Git rollback plugin: /rollback /redo /checkpoints /undo commands, per-turn checkpoints in hidden refs, non-destructive workspace restore, scoped turn undo, checkpoint-SHA restore; web client half adds turn-level Restore-checkpoint dividers

When Claude says 'done', forgen makes it prove it — turn-level self-verification + personalized rules, at $0 extra API cost.

Game-ify your DeepSeek Harness: earn XP per conversation turn, level up, unlock achievements and keep daily streaks, with a floating RPG dashboard in the web UI.

Conversation timeline dock bar for DeepSeek Harness: a turn-level timeline embedded above the composer, with user-prompt hover tooltips and click-to-jump back to the exact chat position.

PG-native long-term memory for AI agents. Turn-level embedding, hybrid RRF ranking, optional knowledge graph. MCP server, CLI, and library API.

HarnessScope launcher — turn-level governance observability for Claude Code. This is a thin launcher; the tool itself lives on PyPI as 'hscope' (Python 3.10+ required). Local-first: transcripts never leave the machine.

Turn an abstract-leveldown iterator into a readable stream

Minimal lightweight logging for JavaScript, adding reliable log level methods to any available console.log methods

Per-turn workspace file changes recorded from git working-tree snapshots and whole-file captures, with per-file comparisons, for the DeepSeek Harness

parse a css color string

Turn a function into an `http.Agent` instance

Middleware to destroy caching

Allow parsing of top-level await in modules

Subagent conversation catalog, continuation routing UI, and '@' reference source

Model-facing same-session goal tools with execution-time authority checks

Whole-log turn outline projection (turnOutline) for the DeepSeek Harness