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开发系统最极致高效的Agents.md,没有之一: # AGENTS.md ## Core Principles - Choose the simplest implementation that fully satisfies the current requirements. Avoid unnecessary abstraction, configuration, indirection, or speculative extensibility. - Make the smallest necessary change that fixes the root cause. Do not refactor unrelated modules or change strategy semantics unless explicitly requested. - Grow the system in layers. Start from the smallest working end-to-end version and add new capabilities incrementally. Never replace a working system with unfinished complexity. - Reuse existing project components before creating new ones. Prefer extending proven modules over introducing parallel implementations. - Prefer well-maintained libraries when they reduce overall complexity or improve reliability. Do not reimplement common functionality without a clear benefit. - Keep components modular with clearly defined responsibilities. Avoid unnecessary coupling between strategy logic, execution, accounting, replay, and infrastructure. - Design for long-term maintainability once a feature or strategy has been validated. Do not over-engineer speculative ideas before evidence exists. --- ## Strategy Development - Validate hypotheses with historical replay before introducing forward-only logic whenever historical validation is possible. - Every trading strategy must progress through Replay → Shadow → Canary → Live. Do not skip validation stages. - Base design decisions on measurable evidence rather than intuition. Optimize only after demonstrating that an edge exists. - Treat every strategy as an independent contract. Do not silently alter frozen behavior without explicit authorization. --- ## Existing Systems - Do not break running Shadow or Live systems for unrelated work. - Preserve compatibility only when required by active production or validation workflows. Otherwise, remove obsolete code instead of accumulating compatibility layers. - Reuse existing infrastructure whenever possible, including replay engines, accounting, execution, wallet management, order book handling, logging, monitoring, and daemon frameworks. --- ## Engineering Standards - Prefer deterministic behavior over hidden automation. - Fail loudly when assumptions are violated. Do not silently ignore errors or fall back to unexpected behavior. - Keep configuration minimal. Introduce new configuration only when behavior genuinely needs to vary. - Remove dead code instead of leaving unused paths behind. - Write code that is easy to inspect, replay, test, and reason about. - Keep implementation consistent with existing project architecture unless an architectural change is explicitly requested. --- ## Scope Discipline - Implement only the requested scope. - Do not introduce unrelated optimizations, redesigns, migrations, or feature expansions. - Non-blocking findings outside the requested scope may be noted separately but must not be merged into the current task. - Consider a task complete once its agreed acceptance criteria are satisfied. Treat subsequent improvements as separate work items.
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I just landed in Shanghai 🇨🇳 I’ve had the best shrimp wontons ( 鲜虾馄饨) and I can’t believe how quiet the streets are. There are people everywhere but EV adoption is huge, so it’s like a giant beast moving silently. My hotel room AC goes down to 18 (real) degree and Chinese people are super kind and helpful.
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Grok Build keeps getting smarter.....this update expands Auto mode, gives developers more control over Bash permissions, speeds up /btw, and makes long conversations easier to navigate Release Notes: v0.2.119 Features: • Always allow for bash commands now lets you edit a free-form glob pattern instead of only word-prefix scopes. • Long responses now show a clickable arrow that jumps back to the start of the answer. • Auto mode now auto-approves more common read-only git commands and harmless file appends. • Plan previews now show Mermaid diagram buttons (Open Image, Copy Image Path, Copy Source). Bug Fixes: • Gateway connections now detect and recover from dead sockets more reliably. • Question cards now let you Tab through answers instead of losing focus to the scrollback. • Resume picker no longer tries to load a session from pasted garbage when you press Enter. • Background task completion messages no longer grow unbounded when the task produced a huge log. • Plan viewer scrollbar now responds to clicks on the border column and renders without dark stripes in • Expired external auth provider credentials now correctly trigger the interactive sign-in flow instead of a silent 401 loop. Performance: • /btw side questions now reuse the parent session’s cached prefix for faster responses. • Doctor and tmux-backed startup are now faster when no live tmux processes remain.
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THE BEAUTIFUL & TALENTED! 😍❤️Some relationships are not defined by blood. They are defined by love, trust, memories… and a promise that silently lives on.😍 My dearest Vanshika came to meet me at my office today. I couldn’t be with her on her birthday on the 15th, though I had called and wished her. So today became our little birthday celebration. We spoke about books, films, her studies, dreams, and, as always, so many memories (of Satish) that make our conversations special. Time simply flew by.🥹 Before she left, I wanted to give her something she would carry with her every single day. So I surprised her with a new phone. It wasn’t really about the gift. It was about seeing that beautiful smile on her face, the kind of smile that fills your heart with gratitude. Life has a strange way of keeping the people we love connected. And moments like these remind me that affection, care, and family are choices we make with our hearts. God bless you, my dearest #Vanshika#. May you always have the courage to dream, the strength to face every challenge, and the wisdom to remain the beautiful human being that you are. I will always be there for you. Lots of love. Always. Anupam Uncle ❤️ @kaushikvanshika #Life# #Love# #Memories#
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Grok Build new update brings a guided /tutorial tour, smarter search tool overrides, live workflow progress with one-click failed-run resume, and a wide reliability pass across workflows, voice, and tools Release Notes: v0.2.112 Breaking Changes: • CLI version policy now has separate soft update floors/ceilings and hard startup requirements Features: • New /tutorial slash command opens an opt-in nine-topic onboarding tour of Grok. • New tool_overrides option lets you set date cutoffs and domain allowlists for the agent's built-in search tools. • New toolOverrides option lets you set date cutoffs and domain allowlists for the agent's built-in search tools. • New config options let you add query parameters or environment-backed headers to custom model providers and control which variables reach shell tools. • Terminal and environment fixes are now consolidated under the /doctor command with clearer guidance. • Marketplace add now rejects non-git URLs at add time instead of failing later. • Slash commands can now show optional bracket tags (e.g. [new]) via config or remote settings. • Queued prompts now offer an [edit] mouse button alongside Send now and cancel. • Voice shortcut toggle in settings can disable the Ctrl+Space/F8 keybind without disabling voice entirely. • Image edit can now use a remotely configured model slug instead of the hardcoded default. • `grok doctor fix` can now repair common tmux clipboard and passthrough problems. • Per-provider auth helpers now work on Windows and can run from a configurable working directory. • /resume now shows only native Grok sessions by default and shows a hint when external sessions are hidden. • `grok --resume` can now resume a session by its title as well as by ID. • Workflows overlay now shows live per-agent progress and automatically follows the active phase. • Workflow runs that failed can now be resumed; scratch file limits were also increased. • Hooks can now be defined in config.toml in addition to JSON files. • Clicking the "still running" status now opens the tasks pane. Bug Fixes: • File attachments now appear correctly when resuming or replaying conversations. • Terminal output from remote clients is now recorded so read-file hints and monitors function correctly. • Background shell commands now correctly report their real exit codes instead of always showing -1. • Marketplace source refreshes no longer hang the TUI or trap you in the extensions modal. • Background task tray now correctly clears killed tasks and keeps task descriptions after reconnect. • Dashboard overlay now correctly returns after forking a dashboard-attached session. • Linux voice dictation now works on PipeWire versions before 1.6. • Fork from a rewound session now copies the correct live-branch history. • Account pane now shows name and email even after the access token expires. • Voice mode now lets you edit already-dictated text without closing the microphone. • Fixed startup hangs on Linux after concurrent launches or rapid restarts. • MCP tools now appear without restart after enrolling or updating a managed service. • Plugin subagents now see the same MCP tools as the parent session. • Copy confirmations now show shorter messages when the clipboard succeeds. • Repeated identical tool calls now end the turn silently instead of showing a stop banner. • Web search now defaults to grok-4.5. • Voice dictation text is no longer dropped when pressing Enter to send. • Bash mode (`!`) now shows yellow prefix and action label in minimal mode. • Parked turns no longer spam duplicate "Worked for" markers in the transcript.
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🩺 7 Signs Your KIDNEYS May Need Attention📢😱😱 1.Swelling around the eyes 2.Swollen feet or ankles 3.Changes in urination 4.Foamy urine 5.Blood in urine 6.Persistent fatigue 7.Unexplained nausea Kidney disease can be silent for years. Check your blood pressure and kidney function regularly if you're at risk. Why Not Follow Us
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Grok Build just got major update, giving developers more control over AI tools, better account visibility, built-in diagnostics, stronger session reliability, and lower memory usage for Voice Mode on macOS. Release Notes: v0.2.111 Features: • Users can now disable image generation and video generation tools (and their slash commands) via config.toml or environment variables. • /session-info now displays whether the session uses OAuth or an API key and where to manage the account. • You can now run grok doctor fix commands directly from inside the TUI instead of only from the CLI. Bug Fixes: • !cmd commands now allow up to one hour before timing out. • npm package now installs the native binary under $GROK_HOME/bin (honoring the same override as the Rust CLI). • Startup warnings now point to /doctor for details and fixes. • Dashboard hover and clicks no longer miss the gaps between items in wide mode. • Shift/Alt+Enter now inserts a newline while editing a queued prompt. • Queued prompt edits under combine mode no longer lose changes due to premature hold release. • Forking a session that used compaction no longer causes later rewinds to fail with missing checkpoint errors. • When a permission prompt appears while viewing scrollback, focus now correctly moves to the prompt so you can answer. • Pressing Esc once now cancels the current agent turn (except in fullscreen vim scrollback mode). • Grok now automatically stops a turn that keeps repeating the exact same tool call many times in a row. • Configs using either spelling of the workspace teleport disable flag now load and save correctly. • Background subagent completion messages no longer leak into unrelated sessions when multiple sessions are active. • When the auto-permission classifier times out or fails, Grok now shows a normal permission prompt instead of silently denying. • Managed MCP tools no longer time out prematurely on slow operations like Notion updates. Performance: • Voice dictation on macOS now uses less memory by running capture in a temporary helper process.
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Nancy Pelosi stays silent when Fox News Digital presses her on two major issues - her husband's hit-and-run charge and her vote to cut billions in aid to America's ally. The former speaker of the House didn't say a word when asked about Paul Pelosi's formal misdemeanor hit-and-run charge and her recent vote to cut aid to Israel. Over 100 Democrats voted to slash $3.3 billion in funds for Israel as the anti-Israel coalition in the party continues to grow.
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POV Your mean girlfriend has come to request your services before going back to giving you the silent treatment
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Rosalind Byrne perfects the art of the silent "not a chance" ....with Buster Keaton in "Seven Chances" (1925)
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