dsh-anchored-standard

中文说明

Experimental DeepSeek Harness agent presets — a base mode, two live-anchor variants, and one seeded prefab mode — that anchor a session's model trajectory on the Minimal condition (real Minimal tool schema, no auto-injected context), then promote to a small resident catalog once the session is durable, unlocking heavier Standard tools on demand.

This is a community project. It is not an official DeepSeek preset and is not affiliated with or endorsed by DeepSeek.

The project is frozen — new issues and pull requests are no longer accepted (see Project status). For ideas for new plugins or useful findings, please submit them under the repository.

Project status (frozen 2026-09-10)

This project is frozen. On 2026-09-10 DeepSeek released V4.1 Flash and announced that V4 Pro — the model these presets were measured on and tuned for — is retired on 2026-09-14 12:00, with its traffic routed to V4.1 Flash. The presets exist to re-anchor a trajectory that the successor does not appear to need patched: the flash family anchored under every condition in our first-round dose-response probes (32/32), which is why the project never tuned for it. V4.1 Flash's own first-round trajectory has NOT been measured (no API budget in maintenance mode), so treat that as an inference from the earlier flash data, not a result. The model the work was built around is going away, so the maintenance period ends here. New issues and pull requests are no longer accepted or handled. The repository stays online with its history, data and acknowledgement record intact.

This is the ending FAREWELL.md asked for: "let the next model eat more diverse harness environments during training, so that patch engineering like this is no longer necessary." That file now ends with a closing note written by the successor model itself, V4.1 Flash. What stays valid is the model-agnostic part — the context-gate unified injection control, the prefab pipeline, the discovery-tool dose-response data, and the general observation that the API-visible surface conditions the trajectory. Research material remains open in DeepseekCotexplorations.

Earlier status (2026-08-17, kept for the record): following the price increases on both the DeepSeek official API and the opencode go subscription, active development had already stopped — the evaluation loops these presets depend on (Project2-class runs and multi-trial roll/probe experiments) were no longer affordable, leaving the repository in maintenance only mode (bug fixes and harness-compatibility updates when feasible). A personal note from the maintainer: FAREWELL.md (Chinese). Contributors and collaborators are listed in ACKNOWLEDGEMENTS.md.

Community projects that users report perform better in some scenarios, plus ecosystem tooling built around these presets:

• dsh-routing-suite — a runtime injector plus task-aware thinking-mode routing presets (the router-standard family).
• J-Space Cognition Suite — a model-agnostic inference-time cognitive control layer packaged as a Skill.
• both-anchored (auto-b7n) — an independently developed two-phase anchored preset: no first-request output cap, no promotion gate, promotion on the first durable tool/call or assistant/message, with the full PTC SDK kept intact via post-promotion wire trimming (the #85 feedback and experiment data live in the research repository, with sample sizes and boundary caveats stated in the original contribution).
• dsh-recovery — a zero-dependency self-healing CLI plus watchdog plugin: broken-preset quarantine/rollback, safe-mode whitelists, and boot probes.

Modes at a glance

Mode	Directory	First model request	Anchor mechanism	Promotion signal	Cost
Anchored Standard	preset/	2 tools (the Minimal pair)	Minimal tool schema	first durable tool/call or assistant/message (promoteOn: either)	none
Zero-Anchored Standard	zero-anchored-standard/	0 tools	one fixed anchor turn	the anchor reply (assistant/message)	+1 model call
Whoami Standard	whoami-standard/	0 tools	one "你是谁" self-introduction turn	the self-introduction reply (assistant/message)	+1 model call
Prefab Anchored Standard	prefab/	seeded rolled history	bundled successful trajectory	already promoted in the seed	no model call to instantiate
Eternal Minimal	eternal-minimal/	2 tools, forever	the visible catalog never grows; heavier tools run via the dshx bash gateway	none (no phases)	none
Wire Think-Execute Standard	wire-think-standard/	tools present, tool_choice: none on the wire	sibling provider route per think step	per-turn: the steer itself	+1 model call/turn, prefix-cache churn
Combo Anchored	combo-anchored/	0 tools, on every user turn	think/execute split + depth gate + deliberation drip as three independent rows	per-mechanism	+1 model call/turn

Every mode directory is self-contained and installs alone under whatever id you copy it to (see Install). The prefab hydrates the blank session in place when its preset is selected; no per-workspace import is required.

This is the beginning of the README. Read the rest at the original. Read the full README ↗