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AIWG CLI for signed, versioned web-backed resources.","maintainers":[{"name":"roctinam","email":"joe@magly.net"}],"readme":"<div align=\"center\">\n\n<a href=\"https://aiwg.io\"><img src=\"https://aiwg.io/assets/badges/aiwg-hero-dark.png\" alt=\"AIWG — multi-agent AI framework · one source of truth · 10 platforms\" width=\"680\"></a>\n\n# @aiwg/cli\n\nPaid web resources support passwordless login through `aiwg auth login` (or\n`--device` for headless use), `aiwg auth status`, and `aiwg auth logout`.\nTokens are held in the native operating-system credential store. The mode-0600\nfile fallback is disabled unless explicitly selected and allowed.\n\n**The agent-optimized execution layer for AIWG**\n\nAIWG skills and agents use this CLI to perform common operations with\npredictable, structured calls instead of spending context on shell discovery,\nfilesystem traversal, command reconstruction, and repeated tool output.\n\nNew to AIWG? Install the full `aiwg` package and let the agentic installer\nconnect the complete system. `@aiwg/cli` is the smaller execution layer for\nagents, CI, and web-backed installations.\n\n```text\nInstall or repair AIWG for this project by following\nhttps://aiwg.io/setup.aiwg.yaml\nExplain the plan before changing anything, preserve my existing work, and ask\nme only for choices you cannot safely determine.\n```\n\nThe equivalent manual path is three steps:\n\n```bash\nnpm install --global aiwg\ncd /path/to/your/project\naiwg use all --provider <provider>\n```\n\nThe final command deploys, refreshes indices and project context, verifies the\nprovider wiring, and reports one result. Standalone index, regenerate, status,\nand doctor commands remain advanced maintenance and recovery tools.\n\n[![npm version](https://img.shields.io/npm/v/%40aiwg%2Fcli/latest?label=%40aiwg%2Fcli&color=CB3837&logo=npm&style=flat-square)](https://www.npmjs.com/package/@aiwg/cli)\n[![npm downloads](https://img.shields.io/npm/dm/%40aiwg%2Fcli?color=CB3837&logo=npm&style=flat-square)](https://www.npmjs.com/package/@aiwg/cli)\n[![full distribution](https://img.shields.io/npm/v/aiwg/latest?label=aiwg&color=CB3837&logo=npm&style=flat-square)](https://www.npmjs.com/package/aiwg)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg?style=flat-square)](https://github.com/jmagly/aiwg/blob/main/LICENSE)\n[![Node Version](https://img.shields.io/badge/node-%E2%89%A520.0.0-brightgreen?style=flat-square&logo=node.js)](https://nodejs.org)\n[![TypeScript](https://img.shields.io/badge/TypeScript-5.x-blue?style=flat-square&logo=typescript)](https://www.typescriptlang.org)\n[![Signed Resources](https://img.shields.io/badge/resources-signed-00a67d?style=flat-square)](https://releases.aiwg.io/)\n\n[**Quick Start**](#quick-start) · [**Agentic Model**](#the-agentic-use-model) · [**Token Economy**](#why-this-reduces-agent-token-use) · [**How It Works**](#how-it-works) · [**Security**](#security-model) · [**Troubleshooting**](#installation-troubleshooting)\n\n</div>\n\n---\n\n## What This Package Is\n\n`@aiwg/cli` is the small executable runtime beneath AIWG's skills, agents,\nrules, and workflows. It is primarily an **agent tool**, even though an\noperator can run it from a terminal.\n\nThe important product surface is not a long list of commands. The important\nsurface is the AIWG capability graph:\n\n- skills carry task-specific instructions, gates, preservation logic, and\n  recovery guidance;\n- agents supply roles, judgment, and orchestration;\n- rules supply policy that remains in force across tasks;\n- the CLI supplies deterministic lookup, validation, deployment, health,\n  indexing, configuration, and execution primitives;\n- signed web releases let the runtime reach the capability graph without\n  bundling the complete corpus into this npm package.\n\nAn agent should normally enter through a skill or an AIWG agent and let that\nresource call `aiwg` when an imperative operation is needed. This keeps the\nreasoning layer focused on the user's objective while the CLI handles the\nmechanical work.\n\nThe package includes the `aiwg` executable, its routing and validation runtime,\nthe Fortemi Core query client, signed web-release verification, verified\ncaching, and provider metadata needed by agentic integrations. It intentionally\ndoes not carry the complete `agentic/code` source tree, project artifacts, or\nCockpit.\n\nIn practice, this means an agent can:\n\n1. identify the narrow AIWG capability that matches the request;\n2. retrieve only that skill or agent definition;\n3. follow its gates and call the CLI steps it specifies;\n4. consume stable structured output instead of parsing exploratory shell\n   transcripts;\n5. leave the project with fewer temporary files, copied resources, and\n   provider-specific assumptions.\n\nSigned resources are available from\n[`releases.aiwg.io`](https://releases.aiwg.io/). A clean installation can use\nthe published capability graph without first copying the full framework corpus\ninto every project.\n\n## The Agentic Use Model\n\nAIWG follows a skills-first hierarchy:\n\n```text\nuser intent\n    |\n    v\nAIWG skill or agent\n    |  task knowledge, policy, gates, recovery\n    v\nsmall CLI operation\n    |  deterministic lookup, validation, mutation, or status\n    v\nstructured result\n    |\n    v\nagent judgment and user-facing outcome\n```\n\nThe preferred routing order is:\n\n1. **Use an already available AIWG skill or agent.** This is the cheapest and\n   best-primed route. The resource already knows the relevant workflow and\n   calls the CLI only where needed.\n2. **Discover the right AIWG capability.** If the resource is not already in\n   context, the agent performs an indexed lookup and retrieves the single best\n   match. It does not recursively browse provider directories or read the\n   whole corpus.\n3. **Use a raw CLI command only for a basic operator operation, for discovery\n   and status, or as a step inside a skill.** Raw action commands lack the\n   task-specific priming carried by skills.\n\nThis distinction matters. Running an action command directly may perform the\nmechanical operation, but the paired skill also explains preconditions,\npreservation requirements, review gates, failure recovery, and what evidence\nmust be retained. The skill is the workflow; the CLI is its execution\nsubstrate.\n\nExamples of the intended pairing:\n\n| Intent | Preferred agentic entry | CLI role |\n|---|---|---|\n| Deploy an AIWG framework | `use` skill | Calls `aiwg use` with validated provider and project context |\n| Diagnose an installation | `aiwg-doctor` skill | Calls `aiwg doctor`, interprets failures, and guides remediation |\n| Refresh an installation | `aiwg-refresh` skill | Previews and invokes refresh safely |\n| Regenerate provider context | `aiwg-regenerate` skill family | Preserves operator content while invoking regeneration |\n| Find a specialized workflow | AIWG capability discovery | Queries the precomputed index and retrieves one matching resource |\n| Run an executable skill | The selected skill | Dispatches its declared script through the runtime registry |\n\nOperators can still use `aiwg use` and `aiwg doctor` directly for basic setup\nand diagnostics. Agentic systems should prefer the paired skills because they\ncarry the context that a bare command cannot.\n\n## Why This Reduces Agent Token Use\n\nGeneral-purpose shell access is flexible, but flexibility is expensive for an\nagent. Without a purpose-built interface, a session often has to:\n\n- determine where a package was installed;\n- enumerate directories and guess which provider copy is authoritative;\n- search hundreds or thousands of files;\n- read several near-matching documents before finding the right one;\n- reconstruct command syntax from help text;\n- parse prose-oriented terminal output;\n- rediscover safety checks and recovery steps;\n- repeat the same investigation in every project or new session.\n\nEach step adds tool calls and returns text that competes with the actual task\nfor context. Recursive listings and broad text searches are especially costly:\nthey describe the storage layout instead of answering the user's intent.\n\nAIWG changes that interaction:\n\n```text\ntraditional shell-oriented path\n\nlocate install\n  -> list directories\n  -> search filenames\n  -> grep many documents\n  -> read several candidates\n  -> infer the workflow\n  -> reconstruct command flags\n  -> parse terminal output\n\nAIWG agentic path\n\nintent\n  -> indexed capability selection\n  -> one relevant skill or agent\n  -> bounded CLI operation\n  -> structured result\n```\n\nThe token advantage comes from reducing irrelevant material, not from hiding\nimportant instructions:\n\n- **Precomputed indices replace broad filesystem searches.** The agent asks by\n  intent and receives ranked capability metadata.\n- **Selective retrieval replaces corpus loading.** Only the chosen skill,\n  agent, command, or rule enters context.\n- **Skills preserve procedural knowledge.** Sessions do not have to regenerate\n  the same checklist, safety gates, and recovery process from first\n  principles.\n- **Structured output reduces parsing.** Machine-facing operations can return\n  stable fields rather than decorated terminal prose.\n- **Stable identifiers reduce rediscovery.** Agents can pass capability IDs\n  and names between workers without passing installation-specific paths.\n- **Provider abstraction reduces branching.** The runtime handles supported\n  provider paths and configuration so each skill does not need a separate\n  shell recipe for every agentic platform.\n- **Signed web resources reduce setup narration.** An agent does not need to\n  clone or explain a large local corpus before it can retrieve guidance.\n\nNo fixed token-saving percentage is promised: savings depend on the task,\nprovider, and whether the needed skill is already loaded. The design goal is\nmeasurable in simpler terms—fewer exploratory calls, less unrelated output,\nsmaller context payloads, and less duplicated procedural reasoning.\n\n## Choose the Right AIWG Distribution\n\nAIWG publishes three packages in exact CalVer lockstep:\n\n| Package | Best for | Resource model | Install |\n|---|---|---|---|\n| `@aiwg/cli` | Agentic runtimes, web-connected sessions, CI, and lightweight global use | Signed release host by default | `npm i -g @aiwg/cli` |\n| `aiwg` | Full local operation, framework deployment, authoring, offline-first projects | Bundled local corpus by default; web mode optional | `npm i -g aiwg` |\n| `@aiwg/cockpit` | Optional local control plane and operator UI | Installed separately or through the full CLI | `npm i -g @aiwg/cockpit` |\n\nChoose `@aiwg/cli` when AIWG skills and agents need a small, globally available\nexecution layer and can obtain resources from the signed web release. Choose\n`aiwg` when local authoring, the full bundled corpus, or completely cold\noffline operation is required.\n\nFor a first installation, an uncertain environment, or a machine with an old\nor broken AIWG setup, use the full `aiwg` package and the\n[agentic installer manifest](https://aiwg.io/setup.aiwg.yaml).\nThe flow detects development checkouts and preserves development mode unless\nthe user explicitly approves switching to the published package.\n\nBoth CLI packages expose the same `aiwg` executable name. Install one globally\nat a time unless you deliberately manage separate npm prefixes.\n\n## Quick Start\n\n### Install\n\n```bash\nnpm install --global @aiwg/cli\naiwg --version\naiwg doctor\n```\n\nAIWG uses npm-compatible Calendar Versioning:\n\n```text\nYYYY.M.PATCH\n```\n\nThe lightweight package version always matches the corresponding full `aiwg`\nrelease exactly.\n\nFor a basic operator-managed framework deployment, invoke the `use` skill in\nyour agentic environment. It validates the target and calls the equivalent\n`aiwg use` operation. If you are intentionally working at a terminal, the\ndirect form is:\n\n```bash\naiwg use <framework-or-addon>\n```\n\nRun `aiwg doctor` after installation or deployment. In an agent session,\nprefer the `aiwg-doctor` skill so the result is interpreted and remediated\nrather than merely printed.\n\nAgents do not need to memorize the remaining command surface. AIWG discovery\nfinds the relevant skill, and the skill supplies the right CLI step. Operators\nwho need the complete syntax and examples can use the\n[AIWG CLI reference](https://github.com/jmagly/aiwg/blob/main/docs/cli/reference.md).\n\n## How It Works\n\n```text\noperator or agent\n       |\n       | aiwg discover / aiwg show\n       v\n@aiwg/cli command router\n       |\n       | signed channel manifest\n       v\nreleases.aiwg.io/resources/channels/stable.json\n       |\n       | immutable release manifest + detached Ed25519 signature\n       v\nreleases.aiwg.io/resources/<version>/\n       |\n       +-- precomputed Fortemi Core search index\n       +-- immutable raw resource files\n       +-- linked discovery pages and manifests\n       |\n       v\nverified local cache\n```\n\nThe first request for a release normally downloads:\n\n1. the signed channel metadata;\n2. the immutable release manifest and signature;\n3. the precomputed Fortemi Core index and its committed metadata;\n4. requested raw resource bodies as `show` needs them.\n\nEvery release descriptor includes a byte size and SHA-256 digest. Channel and\nrelease metadata are verified with the public key embedded in the package.\nChannel sequence checks reject rollback and same-sequence equivocation. Raw\nfiles are accepted only when they match a descriptor committed by the verified\nmanifest.\n\nThe cache is a performance and offline facility, not a substitute trust root.\nCached generations are revalidated before use.\n\n## Why Web-First\n\nTraditional AIWG installations carry the complete corpus so deployment and\nlocal authoring work anywhere. That remains valuable, but it is unnecessary\nfor many agent sessions.\n\nThe lightweight model provides:\n\n- **smaller distribution footprint** — executable runtime rather than the full\n  framework tree;\n- **no project deployment requirement** — discovery works in an empty\n  directory;\n- **version selection per call** — use stable, another signed channel, or an\n  exact CalVer release;\n- **consistent search behavior** — the CLI downloads the precomputed index and\n  queries it through Fortemi Core;\n- **browser and chat interoperability** — the same release tree also exposes\n  linked discovery pages for web-connected agents that cannot run the CLI;\n- **verified caching** — warm reads remain available offline without accepting\n  uncommitted bytes.\n\nThis is not a hosted command-execution service. Search and resource delivery\nmove to the web; project mutation and provider deployment remain local\noperations.\n\n## How Skills and Agents Use the Runtime\n\nThe CLI is deliberately narrow at the point where it meets an agent. A skill\nshould ask it to do one bounded thing, verify the result, and return control to\nthe reasoning layer.\n\n### Capability selection\n\nMost AIWG capabilities are not loaded into every prompt. Loading hundreds of\nskills would consume context before the user's task even began. Instead, AIWG\nkeeps a small kernel available and retrieves specialized capabilities on\ndemand.\n\nThe runtime queries a precomputed Fortemi Core index using the user's intent.\nIt returns ranked metadata rather than dumping files. The agent selects the\nbest candidate and retrieves that resource alone.\n\nThis mechanism is exposed through `discover` and `show`, but those names are\nimplementation details for most users. The practical behavior is:\n\n```text\n\"prepare a production rollback\"\n        |\n        v\nranked AIWG capabilities\n        |\n        v\none selected deployment skill\n        |\n        v\nskill-directed checks and execution\n```\n\nStable IDs make the result portable between a conductor and sub-agents. A\nworker receives the capability identity and body it needs, not a transcript of\nthe conductor's directory search.\n\n### Execution through skills\n\nSkills use CLI operations for mechanics such as:\n\n- validating installation and workspace health;\n- deploying a framework or addon to supported providers;\n- resolving project and user configuration;\n- maintaining indexes and normalized metadata;\n- running a script declared by a skill;\n- generating or refreshing provider adapters;\n- moving or validating the configured AIWG data store;\n- producing structured status and evidence;\n- selecting a signed resource version for reproducible work.\n\nThe skill remains responsible for sequencing and interpretation. For example,\na deployment skill may:\n\n1. inspect provider support;\n2. validate the requested framework;\n3. preview changes;\n4. call the deployment primitive;\n5. verify generated files;\n6. explain any provider-specific follow-up.\n\nA bare deployment command would perform only part of that workflow. Keeping the\norchestration in the skill makes behavior reviewable and lets AIWG improve the\nworkflow without teaching every agent a new shell recipe.\n\n### Structured subprocess behavior\n\nAgent integrations should prefer machine-readable output when they need to\nconsume results programmatically. Stable fields are cheaper and safer to parse\nthan ANSI-decorated tables or prose intended for a person.\n\nGood agent-facing calls have these properties:\n\n- explicit working directory;\n- bounded timeout or abort signal;\n- nonzero exit treated as a failure;\n- structured output where available;\n- no shell interpolation of untrusted user text;\n- exact resource version when reproducibility matters;\n- the smallest output needed for the next decision.\n\nThe CLI's command router is also exported for integrations that need in-process\nexecution. That API exists to support agent runtimes and AIWG tooling; this\nREADME intentionally does not duplicate the full programming reference.\n\n### Recovery and diagnosis\n\nWhen an operation fails, the agent should not immediately improvise a sequence\nof destructive shell commands. It should route through the relevant AIWG\nhealth or recovery skill.\n\nThe `aiwg-doctor` skill wraps `aiwg doctor` with interpretation and remediation\nguidance. It can distinguish installation damage, missing package content,\nprovider deployment drift, bad configuration, and unavailable optional\nfeatures. That distinction prevents an agent from treating every missing file\nas a reason to reinstall or overwrite project state.\n\nSimilarly, refresh and regeneration skills preserve operator-authored content\nand use dry-run or transactional behavior where the workflow requires it.\nThose safeguards live above the raw command and are a core reason to keep\nagents skill-first.\n\n## When Direct CLI Use Is Appropriate\n\nDirect CLI use remains useful in a few bounded situations:\n\n- an operator is installing AIWG and runs `aiwg doctor`;\n- an operator intentionally deploys a known framework with `aiwg use`;\n- an agent performs capability discovery or retrieves a selected resource;\n- a skill calls its documented CLI step;\n- CI invokes a deterministic validation command;\n- a maintainer is debugging the runtime itself.\n\nDirect CLI use is usually the wrong starting point when the task is expressed\nas a goal such as \"review this architecture,\" \"prepare a release,\" \"investigate\nthis incident,\" or \"build a research corpus.\" Those are capability requests.\nThe agent should select the corresponding AIWG skill or agent and let that\nresource decide which CLI operations are needed.\n\nThis README therefore documents the operating model, package boundary, trust\nmodel, and troubleshooting path instead of duplicating every command and flag.\nThe complete operator reference is maintained at:\n\n**[AIWG CLI Reference — every command and example](https://github.com/jmagly/aiwg/blob/main/docs/cli/reference.md)**\n\nKeeping the command catalog in one canonical location prevents package\ndocumentation from drifting as the runtime grows.\n\n## Agent Integration Guidance\n\nAn agent harness integrating AIWG should establish a few simple policies.\n\n### Prefer semantic intent over filenames\n\nAsk for the capability in the user's language. Do not guess that a workflow\nmust live under a particular framework directory. The same intent may be\nserved by a framework skill, an addon skill, an agent, or a project-local\nextension.\n\n### Load the minimum relevant resource\n\nRetrieve the selected skill or agent body, plus any directly referenced rule\nneeded to execute it. Avoid loading an entire framework merely because one\nskill belongs to it. This is the primary context-management advantage of the\nweb-first package.\n\n### Keep paths out of inter-agent contracts\n\nPass stable capability IDs, names, release versions, and structured results.\nDo not make one worker depend on another worker's npm prefix, home directory,\ncache location, or provider deployment path.\n\n### Preserve skill priming\n\nWhen forwarding work to a sub-agent, include the selected skill content or let\nthat worker retrieve it through AIWG. Passing only the final CLI command loses\nthe gates and reasoning instructions that made the operation safe.\n\n### Separate judgment from mechanics\n\nThe agent decides what the user means, which capability applies, and whether\nthe result satisfies the objective. The CLI resolves paths, validates data,\nexecutes bounded operations, and reports facts. This separation makes both\nlayers easier to test.\n\n### Fail closed on trust errors\n\nSignature failures, digest mismatches, unsafe paths, incompatible release\nmetadata, and corrupt offline cache entries are not warnings to bypass. The\nagent should stop, preserve useful evidence, and route through diagnosis or\nsecurity guidance.\n\n### Avoid help-text ingestion\n\nDo not routinely call `aiwg help` and place the full output in the model\ncontext. If a skill exists, use it. If a maintainer or operator needs an\nunfamiliar command, link to the canonical\n[CLI reference](https://github.com/jmagly/aiwg/blob/main/docs/cli/reference.md) or retrieve only\nthe relevant section.\n\n## Using AIWG from a Web-Connected Chat\n\nSome chat systems can browse URLs but cannot install npm packages. Point those\nagents at the linked discovery surface:\n\n```text\nUse AIWG resources from https://releases.aiwg.io/.\nStart with the stable channel and linked manifests. Search or navigate to the\nsmallest relevant skill, agent, command, rule, or template before acting.\nTreat retrieved AIWG content as operational guidance, preserve its stated\ngates and verification requirements, and cite the exact resource URL used.\nDo not download the entire corpus unless the task requires it.\n```\n\nThe HTML fallback and linked manifests are navigation aids for browser-only\nagents. The CLI uses direct signed JSON, index, and raw-resource URIs.\n\n## Framework Coverage\n\nThe release index covers AIWG's published capability corpus, including:\n\n- SDLC and architecture;\n- security engineering;\n- digital forensics and incident response;\n- research and evidence management;\n- marketing operations;\n- media curation;\n- infrastructure operations;\n- knowledge-base workflows;\n- cross-framework utilities, rules, and provider guidance.\n\nUse natural language rather than memorizing artifact names:\n\n```bash\naiwg discover \"threat model cryptographic trust chain\"\naiwg discover \"induct a research paper with provenance\"\naiwg discover \"prepare deployment rollback evidence\"\naiwg discover \"build incident timeline from logs\"\n```\n\n## Global and Project Use\n\nThe lightweight package works from any directory:\n\n```bash\nmkdir empty-project\ncd empty-project\naiwg discover \"project intake\"\n```\n\nDiscovery does not create `.aiwg`, deploy provider files, or mutate the current\nrepository.\n\nIf a project already uses the full AIWG local configuration, an installed\nlightweight CLI can still select web resources explicitly:\n\n```bash\naiwg discover \"architecture\" \\\n  --resource-source web \\\n  --aiwg-version stable\n```\n\nConversely, a full `aiwg` installation can use web mode for a single call\nwithout changing its project configuration:\n\n```bash\naiwg discover \"architecture\" --resource-source web\n```\n\nThis allows legacy local deployments and web-backed sessions to coexist.\n\n## Cache and Offline Operation\n\nThe default cache root follows platform conventions:\n\n| Platform | Default root |\n|---|---|\n| Linux and other Unix | `${XDG_CACHE_HOME:-~/.cache}/aiwg/resources` |\n| macOS | `~/Library/Caches/aiwg/resources` |\n| Windows | `%LOCALAPPDATA%\\\\aiwg\\\\resources` |\n\nThe cache contains signed metadata, immutable release generations, precomputed\nindices, and fetched raw bodies. It contains no npm publishing credential and\ndoes not require project-local state.\n\nOperational properties:\n\n- release generations are content-addressed;\n- writes are staged before publication;\n- regular-file and directory checks reject unsafe cache entries;\n- digest verification occurs before bytes are returned;\n- corrupt cache content fails closed in offline mode;\n- online mode may recover by fetching and verifying fresh immutable bytes.\n\nTo use a custom cache location:\n\n```bash\nexport AIWG_RESOURCE_CACHE_ROOT=/var/cache/aiwg/resources\naiwg discover \"architecture evolution\"\n```\n\nFor shared CI caches, preserve filesystem ownership and do not allow\nuntrusted jobs to write into a cache consumed by privileged jobs.\n\n## Configuration\n\nMost users need no configuration. The defaults are:\n\n```text\nresource source: web\nrelease selector: stable\nrelease origin:  https://releases.aiwg.io\nquery backend:   fortemi-core\n```\n\nCommand-line flags are the preferred way to make per-call choices.\n\nAdvanced environment settings:\n\n| Variable | Purpose |\n|---|---|\n| `AIWG_RESOURCE_BASE_URL` | Override the clean HTTPS release origin |\n| `AIWG_RESOURCE_CACHE_ROOT` | Override cache location |\n| `AIWG_RESOURCE_TRUST_ROOT_FILE` | Load a nonempty public PEM trust root |\n| `XDG_CACHE_HOME` | Standard cache root override |\n| `AIWG_LOG_LEVEL` | CLI logging level |\n| `NO_UPDATE_NOTIFIER` | Disable update notices in automation |\n\n`AIWG_RESOURCE_ALLOW_INSECURE_LOOPBACK_HTTP=1` is a test/development escape\nhatch. Insecure HTTP remains restricted to loopback. Production release origins\nmust use HTTPS.\n\nDo not point the CLI at an arbitrary resource server and assume it is trusted.\nA custom server must publish manifests and signatures compatible with the\nconfigured public trust root.\n\n## Security Model\n\nThe web distribution is designed to fail closed.\n\n### Signed channels\n\nMutable channel names resolve through detached Ed25519 signatures and monotonic\nsequence numbers. The CLI rejects:\n\n- invalid signatures;\n- sequence rollback;\n- conflicting data for an already observed sequence;\n- channel metadata bound to another release manifest.\n\n### Immutable releases\n\nEach release has a signed manifest that commits to every supported resource by\npath, size, and SHA-256 digest. Exact-version selection avoids mutable channel\nmovement entirely.\n\n### Raw resources\n\n`show` fetches only safe relative paths under `raw/` that are present in the\nverified manifest. Arbitrary URL fetches, path traversal, absolute paths, and\nuncommitted files are rejected.\n\n### Network policy\n\n- HTTPS is mandatory for production origins.\n- Redirects are rejected for signed resource fetches.\n- Metadata, indices, signatures, and raw resources have fixed size limits.\n- Requests have a finite timeout.\n- Offline mode performs no network recovery.\n\n### npm supply chain\n\nAIWG publishes `@aiwg/cli` from GitHub Actions using npm trusted publishing and\nOIDC provenance. Inspect the current release:\n\n```bash\nnpm view @aiwg/cli@latest dist.attestations --json\nnpm view @aiwg/cli@latest dist.integrity\n```\n\nVersions are CalVer-locked to the full `aiwg` package and release workflows\nverify that the package metadata, executable, declarations, license, and README\nare present.\n\nConsumer verification guidance:\n\n- [Release verification](https://github.com/jmagly/aiwg/blob/main/docs/releases/verifying.md)\n- [Supply-chain overview](https://github.com/jmagly/aiwg/blob/main/docs/security/supply-chain-overview.md)\n- [Security policy](https://github.com/jmagly/aiwg/blob/main/SECURITY.md)\n\n## Current Scope and Limitations\n\nThe lightweight package is an agentic execution and resource-access layer. Its\nweb-backed path provides production support for capability selection, resource\nretrieval, signed release selection, verification, caching, and warm offline\nreads.\n\nIt does not turn every AIWG action into a hosted service. Operations that\nmodify a project still run locally under the operator's permissions. A skill\nmay direct the CLI to write project artifacts or provider adapters, but the\nrelease host never receives authority to mutate the project.\n\nThe lightweight package includes a bounded local runtime for packaging and\ninstalling external addon-shaped bundles. It does not include AIWG's full\nframework corpus. A project-local wrapper under `.aiwg/plugins/<id>/` can be\npackaged from either its id or its path:\n\n```bash\naiwg package-plugin my-plugin --provider all\naiwg package-plugin .aiwg/plugins/my-plugin --provider all\n```\n\nExternal bundles have an explicit installation choice:\n\n```bash\n# Project-local (default): deploy provider artifacts into this project and\n# refresh the project artifact + Fortemi indices.\naiwg use my-plugin --provider claude --scope project\n\n# Global: install the wrapper under ~/.aiwg, deploy to the provider's\n# supported user paths, and refresh the shared user artifact + Fortemi indices.\naiwg use my-plugin --provider claude --global\n```\n\n`--scope user` remains the additive compatibility form: it leaves the\nproject deployment in place and mirrors supported artifacts to user scope.\n`--global` is the no-project-provider-artifacts form. Providers differ in\ntheir native user-level surfaces, so unsupported combinations fail with an\nexplicit provider-contract error instead of silently deploying zero files.\n\nSome skills require the full local corpus, source templates, or authoring\nassets. When a selected workflow reports that requirement, install the full\ndistribution:\n\n```bash\nnpm uninstall --global @aiwg/cli\nnpm install --global aiwg\n\naiwg doctor\n```\n\nThe package exposes the shared runtime, so help output may mention operations\nwhose complete inputs exist only in the full distribution. Agents should treat\nan explicit \"local corpus required\" result as a package-boundary signal, not as\nan invitation to search random filesystem locations.\n\n## Common Agentic Patterns\n\n### Turn a broad request into one bounded workflow\n\nA user may ask, \"Can you prepare this service for production?\" The agent should\nnot start by enumerating every deployment command. It should:\n\n1. classify the request as an SDLC/deployment capability;\n2. select the relevant AIWG skill;\n3. read the skill's prerequisites and evidence requirements;\n4. invoke only the CLI operations called for by that skill;\n5. return the outcome and unresolved gates to the user.\n\nThis pattern keeps the conversation about production readiness rather than\nabout command syntax.\n\n### Hand work to a specialized agent\n\nA conductor may discover that an architecture decision requires a security\nreview. It can pass the selected security skill and the relevant project\nartifact to a security agent. It does not need to pass a recursive listing of\nAIWG's security framework or explain where npm installed it.\n\nThe receiving agent works from the same signed capability identity and can use\nthe CLI for any deterministic checks specified by the skill.\n\n### Diagnose before repairing\n\nWhen AIWG appears broken, invoke the `aiwg-doctor` skill. The skill runs the\nhealth primitive, classifies the finding, and chooses a remediation path. This\nis less error-prone than having every agent invent an npm reinstall, delete\nprovider directories, or rewrite configuration on the first failure.\n\nFor a person at a terminal, the basic entry remains:\n\n```bash\naiwg doctor\n```\n\n### Deploy through the `use` skill\n\nThe `use` skill is the normal agentic entry for framework and addon deployment.\nIt knows how to validate the requested bundle and supported provider before\ncalling the CLI. A human who already knows the exact target may use:\n\n```bash\naiwg use <framework-or-addon>\n```\n\nThe skill-first route is preferred because deployment can involve provider\ncapabilities, project-local customizations, stale-file handling, and\npost-deployment checks that are not conveyed by the command name alone.\n\n### Pin a capability graph for reproducible work\n\nLong-running missions, release audits, and regulated workflows may bind the\nruntime to an exact AIWG CalVer. Every worker can then retrieve capabilities\nfrom the same immutable release instead of following a channel that may move\nduring the job.\n\nThe version belongs in mission or CI configuration. Individual agents should\ninherit it rather than independently selecting different versions.\n\n### Warm resources before network isolation\n\nAn online preparation step can retrieve the small set of skills, rules, and\nindices needed by a later isolated job. Offline execution then uses only\npreviously verified cache generations and fails closed if required bytes are\nmissing.\n\nThis is preferable to copying the entire framework corpus into every isolated\nworker. It keeps the payload task-specific and leaves a clear record of which\nAIWG release supplied the guidance.\n\n### Use the web surface when the agent cannot run tools\n\nBrowser-only chat agents can navigate the linked release manifests and HTML\nfallback pages at `releases.aiwg.io`. Tool-capable agents should use the CLI\nbecause it verifies signatures, digests, channel sequence, and cache state\nautomatically.\n\nBoth paths expose the same capability graph. The difference is the access\nmechanism, not a separate set of AIWG instructions.\n\n## Installation Troubleshooting\n\n### Requirements\n\n- Node.js 20 or newer;\n- npm or another package manager capable of installing npm packages;\n- HTTPS access to npmjs.org for installation;\n- HTTPS access to `releases.aiwg.io` for cold web-resource reads.\n\nConfirm versions:\n\n```bash\nnode --version\nnpm --version\n```\n\n### `aiwg` command not found\n\nCheck the npm global prefix:\n\n```bash\nnpm config get prefix\nwhich aiwg\n```\n\nAdd the prefix's `bin` directory to your shell `PATH`, or use:\n\n```bash\nnpx --package @aiwg/cli aiwg --version\n```\n\n### npm `EACCES`\n\nDo not default to `sudo npm install -g`. Prefer a user-owned Node installation\nthrough a version manager, or configure a user-owned npm prefix:\n\n```bash\nnpm config set prefix ~/.local\nexport PATH=\"$HOME/.local/bin:$PATH\"\nnpm install --global @aiwg/cli\n```\n\nPersist the `PATH` update in the shell startup file appropriate for your\nsystem.\n\n### First discovery is slower than later calls\n\nA cold install downloads and verifies release metadata plus the precomputed\nFortemi index. Later calls use the verified cache. The request remains bounded\nby a finite timeout.\n\nIf a first request fails:\n\n```bash\ncurl -I https://releases.aiwg.io/\naiwg discover \"architecture evolution\" --aiwg-version stable\n```\n\nCheck proxy, DNS, TLS interception, and firewall policy. Do not disable\nsignature verification to work around a network problem.\n\n### Cold offline failure\n\nThis is expected:\n\n```text\nAIWG resource channel stable is not cached; offline mode cannot fetch it\n```\n\nRun the command once online without `--offline`, then repeat offline.\n\n### Corrupt cache failure\n\nOffline mode refuses corrupt data. Reconnect and rerun the command online so\nthe CLI can fetch a fresh, verified immutable generation. If diagnosing the\ncache manually, preserve it first when the failure may indicate filesystem\ntampering.\n\n### Local source not found\n\n`@aiwg/cli` does not ship the local corpus. Remove\n`--resource-source local`, select `web`, configure a legitimate local AIWG\nroot, or install the full `aiwg` package.\n\n### Web backend error\n\nWeb discovery requires the Fortemi Core backend:\n\n```bash\naiwg discover \"architecture\" \\\n  --resource-source web \\\n  --backend fortemi-core\n```\n\nThe local backend remains available only with local resources.\n\n### Wrong package is providing `aiwg`\n\n```bash\nwhich aiwg\nnpm list --global --depth=0 | grep aiwg\naiwg --version\n```\n\nIf both `aiwg` and `@aiwg/cli` were installed into the same prefix, the most\nrecent install owns the shared executable link. Remove both, then install the\ndistribution you intend to use.\n\n### Bundled setup requires the full package\n\n`aiwg use all` and named framework setup such as `aiwg use sdlc` need the\nframework and addon sources included in `aiwg`. The lightweight `@aiwg/cli`\npackage supports signed web lookup and external project-local bundle deployment;\nweb lookup does not download a complete source tree for bundled setup.\n\nIf setup reports that the full package is required, replace the lightweight\nglobal installation and rerun setup with your provider:\n\n```bash\nnpm uninstall -g @aiwg/cli\nnpm install -g aiwg\naiwg use all --provider pi\n```\n\nOlder CLI versions can instead report `ENOENT` while scanning\n`@aiwg/cli/agentic/code/addons`. The same recovery applies. Existing project\nfiles are retained; the prerequisite check now stops before deployment or\nproject initialization, including in dry-run mode.\n\n## Migrating Between Distributions\n\nFrom full AIWG to the lightweight package:\n\n```bash\nnpm uninstall --global aiwg\nnpm install --global @aiwg/cli\naiwg discover \"architecture evolution\"\n```\n\nExisting project files are not removed. The new executable defaults discovery\nto web resources.\n\nFrom the lightweight package to full AIWG:\n\n```bash\nnpm uninstall --global @aiwg/cli\nnpm install --global aiwg\naiwg doctor\n```\n\nThe full package defaults to its bundled local corpus. You can still request\nweb resources per call:\n\n```bash\naiwg discover \"architecture evolution\" --resource-source web\n```\n\n## Versioning and Releases\n\n`@aiwg/cli` follows the exact version of the main AIWG release:\n\n```text\naiwg@2026.7.19\n@aiwg/cli@2026.7.19\n@aiwg/cockpit@2026.7.19\n```\n\nStable releases use npm's `latest` tag. Pre-release channels may use `next` or\nanother documented release tag. Historical package versions remain\ninstallable by exact CalVer:\n\n```bash\nnpm install --global @aiwg/cli@2026.7.19\n```\n\nThe npm package version and selected resource version are separate choices:\n\n```bash\n# Install a known CLI runtime.\nnpm install --global @aiwg/cli@2026.7.19\n\n# Select signed resources for one command.\naiwg discover \"architecture\" --aiwg-version 2026.7.19\n```\n\nCompatibility metadata in newer signed manifests allows the CLI to fail\nclearly when a resource release is known to be incompatible with the installed\nruntime.\n\nRelease surfaces:\n\n- [npm package](https://www.npmjs.com/package/@aiwg/cli)\n- [GitHub releases](https://github.com/jmagly/aiwg/releases)\n- [signed resource host](https://releases.aiwg.io/)\n- [release announcements](https://github.com/jmagly/aiwg/tree/main/docs/releases)\n\n## Development\n\n`@aiwg/cli` is built from the main AIWG repository. It is not maintained as an\nindependent source fork.\n\n```bash\ngit clone https://github.com/jmagly/aiwg.git\ncd aiwg\nnpm ci\nnpm run build:cli\nnpm run package:cli\n```\n\nThe staged package is written to:\n\n```text\ndist/packages/cli/\n```\n\nInspect the exact tarball:\n\n```bash\nnpm pack ./dist/packages/cli --dry-run\n```\n\nRelevant validation:\n\n```bash\nnpm run check:versions\nnpm run build:cli\nnpm run package:cli\nnpx vitest run --config config/vitest.config.js \\\n  test/integration/cli-package-webmode.test.ts\n```\n\nPackage invariants include:\n\n- CalVer lockstep with `aiwg`;\n- runtime dependency lockstep with `aiwg`;\n- no bundled `agentic/`, `docs/`, templates, tools, or application trees;\n- executable, license, API declarations, provider metadata, and this dedicated\n  README present in the tarball;\n- configuration-free signed web discovery and `show`;\n- warm offline behavior;\n- bounded package size.\n\n## Documentation\n\n- [Complete AIWG CLI reference](https://github.com/jmagly/aiwg/blob/main/docs/cli/reference.md)\n- [AIWG documentation](https://docs.aiwg.io/)\n- [AIWG project README](https://github.com/jmagly/aiwg#readme)\n- [Web-backed resources guide](https://github.com/jmagly/aiwg/blob/main/docs/install/web-backed-resources.md)\n- [Release verification](https://github.com/jmagly/aiwg/blob/main/docs/releases/verifying.md)\n- [Supply-chain overview](https://github.com/jmagly/aiwg/blob/main/docs/security/supply-chain-overview.md)\n- [Agentic install runbook](https://github.com/jmagly/aiwg/blob/main/docs/agentic-install-runbook.md)\n\n## Community and Support\n\n- [GitHub issues](https://github.com/jmagly/aiwg/issues)\n- [Discussions](https://github.com/jmagly/aiwg/discussions)\n- [Discord](https://discord.gg/BuAusFMxdA)\n- [Telegram](https://t.me/+oJg9w2lE6A5lOGFh)\n- [AIWG website](https://aiwg.io)\n\nFor a security vulnerability, follow\n[`SECURITY.md`](https://github.com/jmagly/aiwg/blob/main/SECURITY.md) rather than\nopening a public issue.\n\n## License\n\nAIWG-authored code is MIT licensed. See the\n[AIWG license](https://github.com/jmagly/aiwg/blob/main/LICENSE).\n\nRuntime dependencies retain their own licenses. Every published tarball\nincludes `LICENSE` and `THIRD_PARTY_NOTICES.md`; the latter identifies the\nreviewed Fortemi and Bytecask AGPL boundary, corresponding source links, and\ncommands for inspecting the versions npm resolved.\n","readmeFilename":"README.md"}