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Comparative claims follow the same-model, reproducible protocol in [Turn metrics and harness evaluation](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/metrics.md).\n\n## Install\n\nRequires Node.js 22.19 or newer. Built-in local bash also requires `sandbox-exec` on macOS or `bwrap` plus unprivileged user namespaces on Linux. Enforcement is enabled by default and fails closed with `sandbox.backend_missing`; see [Containerization](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/containerization.md).\n\n```bash\nnpm install -g open-multi-agent-kit --ignore-scripts\nomk --version\nomk\n```\n\nRun without a global install:\n\n```bash\nnpx --ignore-scripts open-multi-agent-kit\n```\n\nThe published package name remains `open-multi-agent-kit`; the command is `omk`.\n\nOr install the standalone binary, which needs no Node.js (macOS, Linux):\n\n```bash\ncurl -fsSL https://github.com/dmae97/omk/releases/latest/download/install.sh | sh\n```\n\nThe script checks the download against `SHA256SUMS` and installs to `~/.omk/bin`. Windows builds are on the [releases page](https://github.com/dmae97/omk/releases/latest).\n\n## Quick Start\n\nStart OMK in a project directory:\n\n```bash\ncd your-project\nomk\n```\n\nThen:\n\n1. Run `/login` to configure an OAuth subscription or API key.\n2. Run `/model` to choose an available model.\n3. Describe the change and the evidence required for completion.\n4. Review tool calls, diffs, diagnostics, and test results before accepting the work.\n\nOMK stores user configuration under `~/.omk/agent/` and project configuration under `.omk/`.\n\n## Optional document compiler\n\nInstall `omk-book-to-skill` to compile documents into reusable skills without adding Python extractors to OMK core:\n\n```bash\nomk install npm:omk-book-to-skill@2.0.0\n```\n\nIt provides compile, update, and verification commands plus a local SHA-256 provenance manifest. See [Book to Skill](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/book-to-skill.md).\n\n## Optional plain-language companions\n\nInstall `omk-speak-like-you-eat` to add display-only ELI5 and Light rewrites without changing the original response or sending the companion back into LLM context:\n\n```bash\nomk install npm:omk-speak-like-you-eat@2.0.0\n```\n\nUse `/slye` for a manual rewrite, `/slye on` for automatic rewrites, and `ctrl+\\` to switch versions. See [Speak Like You Eat](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/speak-like-you-eat.md).\n\n## Providers & Models\n\nOMK includes provider adapters for Anthropic, OpenAI Codex, Google, OpenCode, Kimi, Qwen, ZAI/GLM, native xAI/Grok, and other compatible services. Availability depends on the credentials and endpoints configured on the current machine.\n\n- `/login` adds or selects credentials.\n- `/logout` removes credentials for a selected provider.\n- `/model` lists models available to the current credential set.\n- Devin CLI subscription login exposes `devin/swe-2` with `medium`, `high`, and `max` reasoning and a 1,000,000-token local context budget that selects the catalog's 1M-context lane. See [Devin setup and verification limits](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/providers.md#devin-cli) and the [Devin SWE-2 harness](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/devin-harness.md).\n- NVIDIA NIM's `z-ai/glm-5.2` entry transmits reasoning effort, including `/think max`.\n- Native `xai` accepts subscription OAuth from `/login` or `XAI_API_KEY` for API billing. Only OAuth exposes weekly SuperGrok usage/reset. See [Grok harness](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/grok-harness.md).\n- The optional status rail shows independent provider quota windows when an official API or passive response signal is available, including Command Code 5-hour, weekly, and monthly credit meters.\n- Missing quota values are shown as unavailable rather than estimated.\n\nOAuth credentials are stored locally in `~/.omk/agent/auth.json`. Multi-account providers keep accounts separate and send requests only through the explicitly selected account.\n\nQuota and billing-cycle errors are classified as rate limits and can switch to the first authenticated resilience candidate before retry. See [Provider resilience](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/provider-resilience.md).\n\nSee [Provider setup](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/providers.md) for provider-specific authentication, quota behavior, and environment variables.\n\n### Kimi For Coding\n\nConfigure Kimi through `/login` or the documented Kimi API-key environment variable. Requests use the fixed provider endpoint selected by the provider adapter.\n\n### Hugging Face\n\nSet the documented Hugging Face token and select a compatible model. See the provider guide for current model and endpoint requirements.\n\n## Interactive Mode\n\nType `/` in the editor to open command completion.\n\n| Command | Description |\n| --- | --- |\n| `/login`, `/logout` | Manage OAuth or API-key credentials |\n| `/model` | Select a model |\n| `/think` | Select a thinking level |\n| `/settings` | Change interactive settings |\n| `/resume` | Open a previous session |\n| `/new` | Start a new session |\n| `/session` | Show session path, messages, tokens, and cost |\n| `/resource [probe\\|policy]` | Show resource pressure and effective concurrency for this run |\n| `/debug [save]` | Preview runtime diagnostics or explicitly save a metadata-only local report |\n| `/goal [objective]` | Show or set the durable goal; `verify <command>` approves an acceptance check that must pass before `complete`; supports `checkpoint <json>`, `pause`, `resume`, and `clear` |\n| `/tree` | Navigate the current session tree |\n| `/fork` | Create a new fork from a previous user message |\n| `/clone` | Duplicate the current session at the current position |\n| `/compact [prompt]` | Compact context, optionally with custom instructions |\n| `/copy` | Copy the last assistant message |\n| `/name <name>` | Set the session display name |\n| `/scoped-models` | Enable/disable models for Ctrl+P cycling |\n| `/export [file]` | Export the session |\n| `/import <path.jsonl>` | Import a JSONL session and continue it |\n| `/share` | Upload the session as a private GitHub gist |\n| `/changelog` | Show version history |\n| `/reload` | Reload project and user resources |\n| `/hotkeys` | Show keyboard shortcuts |\n| `/star` | Open the OMK GitHub repository |\n| `/quit` | Exit OMK |\n\n### Default Harness Safeguards\n\nOMK warns from the third repeated identical tool call and blocks the sixth. It also repairs unmatched tool pairs before provider requests and adds guidance for supported Kimi, GLM, and Grok models. `OMK_IDENTICAL_LOOP`, `OMK_TOOL_PAIR_REPAIR`, and `OMK_PROMPT_PRESET` opt out; `OMK_GOAL_CONTROLLER` controls `/goal` and continuation. Headless runs also get a one-time finish check after workspace changes (`OMK_FINISH_CHECK`, with `OMK_TIME_BUDGET_SEC` for an early-save reminder). An active goal continues after each settled turn; with an approved acceptance check it completes when the check passes on the current workspace. See [acceptance checks](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/run-protocol.md#acceptance-checks).\n\nThese harness features are on by default; set the variable to `0`, `false` or `off` to restore the earlier behavior: `OMK_EDIT_DIAGNOSTICS`, `OMK_EXEC_TRUNCATE_MIDDLE`, `OMK_JSON_SESSION_INFO` (adds `omk_session_info` lines to `--mode json`), `OMK_GOAL_AUTONOMY`, `OMK_SKILL_ADMISSION`, `OMK_SKILL_AUTO_LOAD` and `OMK_EVIDENCE_LIFECYCLE` (default conditional delete of verified goal-recall files only; `observe` deletes nothing). See [environment variables](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/environment-variables.md).\n\nAlso on by default, with the same opt-out: `OMK_ADAPTIVE_EFFORT`, `OMK_DOMAIN_ROUTING`, `OMK_GOAL_OUTPUT_RECALL`, `OMK_LANE_READY_QUEUE`, `OMK_LANE_FAILURE_SCOPE`, `OMK_RTK_OUTPUT`, `OMK_SESSION_CONTROL`, `OMK_VERIFIED_MEMORY`, `OMK_RESPONSE_REASONING_CAP`, `OMK_PREFIX_BOUNDARY`.\n\nSee [Usage](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/usage.md) and [Keybindings](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/keybindings.md) for the complete interactive reference.\n\n### Repository Understanding\n\n`v0.97.0` introduced the OpenWiki workflow and policy, but its release artifact did not include the ignored corpus. The current interrupted corpus and partial checker remain worktree-only and blocked from trusted use pending exact source binding, output allowlisting, and pre-publication secret/private-path scans. `.understand-anything/` remains optional local advisory data. See [Runtime algorithms and direction](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/runtime-algorithms.md).\n\n### Resource Governance\n\nA built-in resource governor probes host capacity. Its default `observe` mode reports decisions without changing execution; opt-in `adaptive` and `strict` modes throttle tool and governed heavy-process concurrency. Inspect the current host with `/resource` or `omk doctor resources [--json]`, and aggregate bounded local observations with `omk doctor resources --report [--json]`; see [Settings](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/settings.md).\n\n### Terminal Notifications\n\nInteractive TTY sessions notify by sound after final prompt settlement by default. Successful prompts use a 5-second duration floor; failed and aborted/stopped outcomes notify immediately. Intermediate retries and continuations stay silent, and headless modes never play sound. Configure or disable this under `notifications.completionSound` or with `OMK_COMPLETION_SOUND=0`.\n\n## Sessions\n\nSessions are append-only JSONL transcripts stored under `~/.omk/agent/sessions/`. OMK can resume, branch, export, and repair sessions without sending the transcript to a separate orchestration service.\n\nDo not publish session files until you have reviewed them for source code, credentials, personal information, and private tool output.\n\n### Scripted Session Inspection\n\n```bash\nomk sdk session status --json\nomk sdk session tail [id] --limit 20\nomk sdk session inspect [id]\nomk sdk session send <id> \"message\"\n```\n\nWithout `--live`, these commands inspect or append to stored transcripts; `send` does not execute an agent. The experimental source-runtime [live control](docs/sessions.md#local-live-session-control) path explicitly enrolls an owner and delivers through private local IPC. Experimental [source-quote memory](docs/sessions.md#project-source-quote-memory) separately connects bounded evidence to the per-request context budget; both features are opt-in.\n\n### Context Compaction\n\nAutomatic and manual compaction reduce older context while retaining recent conversation state. The current default compactor deterministically carries explicitly marked user rules outside LLM rewriting; custom hooks and unmarked prose remain unchanged. Cancellation restores queued user input without committing a partial summary.\n\nSee [Compaction](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/compaction.md).\n\n## Configuration\n\n### Context Files\n\nRun `omk init --global --dry-run` to preview portable user instructions, then\n`omk init --global` to create missing context files and bundled pstack agents without overwriting existing files or settings. Use `omk init --project` for the repository document set and bundled pstack skills and agents. Existing files are preserved. Project agents require explicit scope; interactive runs prompt for trust. See [User context setup](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/context-files.md) and [Pstack setup](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/pstack.md).\n\nOMK discovers project instructions such as `AGENTS.md` from the current directory and parent directories. It also loads `PRD.md`, `ARCHITECTURE.md`, `DESIGN.md`, `RULES.md`, `TASKS.md`, and `PROGRESS.md`. Use `--no-context-files` when a clean session must not load project context.\n\n### Prompt Caching\n\nProvider prompt caching follows provider capabilities and configured retention. Cache metadata is local and bounded; provider-side retention remains subject to the provider's policy.\n\n### Environment Variables\n\nCredential, network, model, and runtime variables are documented in [Environment variables](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/environment-variables.md). Prefer the documented fixed provider endpoints for authenticated requests.\n\n## CLI Reference\n\n```bash\nomk [options] [prompt]\nomk --help\n```\n\nCommon modes:\n\n```bash\nomk                         # interactive TUI\nomk -p \"summarize changes\"  # print mode\nomk --mode json \"task\"      # structured event stream\nomk --rpc                    # JSONL RPC mode\nomk doctor resources [--json] # current pressure and admission report\nomk doctor resources --report [--json] # bounded local observation aggregate\nomk stats [--dir <path>] [--json] # aggregate turn metrics for a project\n```\n\n### Skills Configuration\n\nSkills load on demand from project and user directories. The global-only `defaultActiveSkills` setting keeps selected, user-scoped skills active in every prompt while their full instructions stay read-on-use. See [Skills](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/skills.md).\n\n### Other Options\n\nUse `omk --help` for the authoritative option list for the installed version. Avoid copying options from an unreleased branch into automation.\n\n## RPC Mode\n\nRPC mode reads JSON commands from standard input and emits JSON events to standard output. Use it when another process owns the UI or lifecycle.\n\nSee [RPC](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/rpc.md).\n\n## SDK and Extensions\n\nThe TypeScript SDK exposes session creation, provider configuration, tools, event streams, durable-goal reducers, Goal/Core/Verified/Open/Next seam checkpoints, an explicit pass-gated advisory best-of-N judge, and policy helpers for compaction, retries, prompt budgets, cache transitions, and system-prompt assembly. Extensions can add commands, tools, UI components, themes, and resource loaders without patching OMK core.\n\n`omk-protocol` provides the versioned `TaskSpec -> ExecutionAttempt -> Observation -> EvaluationResult -> RuntimeDecision` contracts and pure semantic reducers. See [Run Protocol v1](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/run-protocol.md) for the implemented scope and migration boundaries.\n\n- [SDK](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/sdk.md)\n- [Extensions](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/extensions.md)\n- [Skills](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/skills.md)\n- [Themes](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/themes.md)\n\n## OMK + AdaptOrch\n\nOMK is a local, MIT-licensed coding agent. AdaptOrch is an optional, separate\nevidence and risk layer for changes an AI wrote: it runs a change in an isolated\ncopy of the project and reports what it touched, whether it ran, and what the\ntests said before and after. Its free Starter tier is self-hosted and runs on\nyour own machine; a bring-your-own model key is required on every tier.\n\n**[Review AdaptOrch plans →](https://adaptorch.com/?utm_source=npm&utm_medium=readme&utm_campaign=omk#pricing)** · [claim boundary](https://adaptorch.com/claim-boundary?utm_source=npm&utm_medium=readme&utm_campaign=omk)\n\nFor signup, plan comparison, or team/private-runner contact links without an API\nkey or network request, run `omk doctor adaptorch --links` (add `--json` for\nstructured output). See the [onboarding guide](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/adaptorch-onboarding.md).\nThe command only prints links; it never creates an account, uploads code, or starts a run.\n\nAdaptOrch is a separate proprietary product and is not bundled with OMK. Its\npublished claim boundary states that it does **not** prove semantic correctness\n(`correctness_claim=false`); it reports and never rewrites, selects, or merges\non your behalf. OMK does not require it.\n\n## Security and Privacy\n\n- Tool access is explicit and can be scoped by path or runtime policy.\n- Default OS isolation covers AgentSession's built-in local bash only; it does not isolate other tools, extensions, custom code, or the OMK process.\n- Default tests scrub provider credentials; live provider tests require `LIVE_E2E=1`.\n- Subscription quota requests use fixed HTTPS provider origins.\n- Passive quota observers do not block model streams.\n- Logs and issue reports must not contain API keys, OAuth tokens, cookies, or full private transcripts.\n\nReport vulnerabilities privately through the repository's GitHub security contact rather than a public issue.\n\n## Development\n\n```bash\ngit clone https://github.com/dmae97/omk.git\ncd omk\nnpm ci --ignore-scripts\nnpm run build\nnpm run check\nnpm test\n```\n\nSee [Development](https://github.com/dmae97/omk/blob/main/packages/coding-agent/docs/development.md) and [CONTRIBUTING.md](https://github.com/dmae97/omk/blob/main/CONTRIBUTING.md).\n\nRelease notes: [v2.0.0](https://github.com/dmae97/omk/blob/main/.github/RELEASE_NOTES_v2.0.0.md). Public releases: [GitHub Releases](https://github.com/dmae97/omk/releases/latest). Source-version notes can describe a candidate until its tag workflow completes.\n\n## License\n\nMIT. See [LICENSE](https://github.com/dmae97/omk/blob/main/LICENSE).\n","readmeFilename":"README.md"}