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Universal skill adapter that registers any GitHub repo containing a SKILL.md as a DSH skill by cloning and symlinking into the official skills root.

Rigorous open mathematics research suite: four agent skills (rigorous-open-math-research, manage-math-research-program, math-research-workflow, lean-verify) for theorem solving with adversarial audit, research program management, pipeline orchestration, and Lean 4 formalization audit; CI-verified tests and mechanical upstream sync.

Design-artifact skill adapted from Anthropic canvas-design / web-artifacts-builder: turns a design brief into a self-contained HTML/SVG artifact (posters, infographics, landing pages, charts, component mockups) with a pre-delivery quality checklist and an anti-AI-look pattern list.

ZERONE agent preset for DeepSeek Harness: 16 OMZ SDD workflow skills (grill, PRD/issue-driven coding, review, evolution) registered globally with zero install footprint.

Three-layer skill management for DeepSeek Harness: a library pool, per-workspace enablement whitelists, and per-session picks, with a Web settings panel, a conversation-embedded view, a skill file browser/editor, zip and folder import, and engine-load validation.

Generate complete AI songs and BGM from prompts or lyrics, with reference-audio creation and song extension.

Always-on ADHD-friendly output shaping: one system-prompt section makes replies action-first with numbered steps and concrete time estimates; adhd_on / adhd_off / adhd_status tools persist the mode across restarts.

Chain-of-thought leakage linter: zero-dependency CLI that finds AI-session residue in docs and comments (dead design citations, PR vantage, change narration, review choreography), shipping the cot-trim fixing skill as the installable bundle.

Auto-injects user-chosen skills into DSH sessions, either every prompt or once at session start, with a settings page and a composer indicator.

Design-aesthetics skill pack (10 styles: dark SaaS, minimal white, neumorphism, brutalism, glassmorphism, Japanese minimal, bento grid, cyberpunk, vaporwave, art deco) with runnable landing-page demos: tokens, component rules, forbidden lists, and acceptance checklists per style.

DSH session workflows for packaging verifiable capsules, evaluating reusable Skills, and comparing controlled session trajectories.

Diagnoses and fixes "duplicate loader entry id" boot crashes - finds duplicate loader rows across profile bundles and converts them into id-targeted patches via a zero-dependency CLI (detect / preview / fix / verify).

Skill studio for DeepSeek Harness: visualize every agent skill (name, description, source, nested flag, model/user invocation), view and edit the full SKILL.md body, toggle model/user invocation, and mine DSH session logs to extract reusable personal skills that the agent auto-loads — from the web settings panel and via skillmgr_* / skillmgr_extract_* tools.

Skill center for the dsh web GUI: browse all loaded skills grouped by source, enable or disable model invocation, create new skills, and delete into a recoverable trash.

Run Stata through DeepSeek Harness: the native Stata AI Skill service auto-starts with DSH (macOS/Windows binaries bundled), so you can run regressions, do-files and econometrics workflows with no manual setup.

ADHD behavioral coaching skill: task breakdown, overwhelm management, launch rituals, and failure recovery.

Registers the commercial-ui-ux skill for DSH: task-aware commercial UI/UX/GUI design, review, repair, and implementation (SaaS, dashboards, admin panels, forms, tables, design systems) with a reference-doc system and quality gates.

Multi-agent deep long-form article pipeline skill for DeepSeek Harness: 9 roles (T0 orchestrator + T1-T3 retrieval + T4 analysis + T5 writing + T6 critical companion + T7 audit + T9 review, T8 final check done by the orchestrator) across 5 phases, with parallel literature/data/case retrieval, triangle verification, M-Gate mechanical final check, G14 Chinese AI-trace gate and human verification gates.