modiqo

Use for changing or inspecting configuration on an adapter that already exists. Use for configure adapter, base url, write guard, capability index, re-auth and sensitivity. Use for tune an existing rote adapter with show-confirm-apply-reshow operations for auth, base URL, write guard, sensitivity, capability index, GraphQL filters, policies, grouping, and versioning. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use when the user wants to add, connect, or build a new API adapter and needs dry-run-first adapter creation. Use for add adapter, connect API, OpenAPI, notion, stripe and datadog. Use for create a rote adapter for an API through catalog/web/local spec discovery, dry-run analysis, auth resolution, toolset choice, creation, and post-create handoff. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use for browser automation through rote, especially headed/headless exploration or attaching to logged-in Chrome/Edge sessions. Use for rote-browse, browse, Chrome, Edge, snapshot, Gmail, login and browser flow. Use for use rote browser primitives for browser automation, live attach, snapshots, waits, page slices, stale ref recovery, authenticated replay, private hub sharing, and Gmail safety. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use for registry organization administration in rote. Use for create org, invite teammate, members, roles, usage, quota and revoke invite. Use for manage rote registry organizations, members, roles, invites, pending invites, plans, usage, and org-level administration. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use for pushing, publishing, sharing, usage/quota, and invite workflows around rote registry artifacts. Use for push registry, share flow, publish adapter, usage, quota, invite and org members. Use for share rote adapters or flows to the registry, check artifact existence across orgs, push only where needed at chosen visibility, surface members, invite collaborators, and show usage/quota. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use for first-run rote setup, onboarding, installation, login, and guided configuration. Use for set up rote, rote setup, onboard, install rote, configure rote and first timer. Use for guide first-run rote setup: install binary, authenticate, choose setup depth, install adapters/skills/credentials/OAuth, wrap up, and optionally prove value with one live flow. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use before direct MCP server or CLI tool calls when a task may be handled by rote adapters, flows, cached responses, or crystallized workflows. Use for rote, flow search, adapter, MCP, workflow and API task. Use for orchestrate day-to-day rote work: search reusable flows before direct adapter calls, route tasks to adapters, preserve response references, and crystallize repeatable workflows. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use when the user wants to update or upgrade rote and its shipped skills. Use for update rote, upgrade rote, new rote version, refresh skills and self-update. Use for update the rote binary and refresh shipped/generated skill guidance templates. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use when the user asks to browse, inspect, click, snapshot, or extract evidence from a web page.

Use for demonstrates how a prose browser skill becomes a tested SkillSpec behavior contract. Handles browser handoff and page evidence and external services. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Multiplex SkillSpec post-install setup: inspect skill/repo shape with doctor, map multi-skill and plugin-shaped repositories before fanout import, import existing SKILL.md skills from local folders or public URIs, inspect installed status, install compiled workspaces with entry/support visibility planning, install/update/enable/disable router mode, optionally install/update/enable/disable/delete durable-executor, create specs from observed durable execution workspaces, revise SkillSpec YAML, and prove value before install or release. Use for skillspec, /skillspec, skillspec setup, post install setup, import SKILL.md, import existing skill, port skill, what is the shape of this skill, what is the shape of skill, shape of skill, skill shape and source shape. Use when the task needs to run SkillSpec post-install setup inside the harness prompt, inspect the shape of a skill, skill folder

Multiplex SkillSpec post-install setup: inspect skill/repo shape with doctor, map multi-skill and plugin-shaped repositories before fanout import, import existing SKILL.md skills from local folders or public URIs, inspect installed status, install compiled workspaces with entry/support visibility planning, install/update/enable/disable router mode, optionally install/update/enable/disable/delete durable-executor, create specs from observed durable execution workspaces, revise SkillSpec YAML, and prove value before install or release. Use for skillspec, /skillspec, skillspec setup, post install setup, import SKILL.md, import existing skill, port skill, what is the shape of this skill, what is the shape of skill, shape of skill, skill shape and source shape. Use when the task needs to run SkillSpec post-install setup inside the harness prompt, inspect the shape of a skill, skill folder

Use for every user request when SkillSpec router mode is enabled. First check the local SkillSpec router index, load the selected skill only when route decision is use_skill, and continue with normal agent behavior when the decision is bypass or ambiguous.

Guide construction of MCP servers that expose external services through well-designed, documented, testable tools. Use for mcp-builder, MCP server, Model Context Protocol, build MCP, FastMCP, TypeScript MCP SDK, MCP SDK, MCP tools, MCP evaluations, MCP Inspector, streamable HTTP and stdio transport. Use when the task needs to build an MCP server for an external API or service, design MCP tools, resources, prompts, transport, schemas, pagination, or error handling, implement an MCP server in TypeScript with the MCP SDK, implement an MCP server in Python with FastMCP, review or test MCP server quality and create or run MCP server evaluations. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Generic example for creating or updating a Codex skill with appropriate resources, metadata, validation, and forward-testing. Use for generic skill creator, create a skill, update a skill, skill creator, skill authoring, SKILL.md, agents/openai.yaml, init_skill.py, quick_validate.py, forward-test a skill, progressive disclosure and bundled resources. Use when the task needs to create a new Codex skill, update an existing skill, validate a skill folder, generate agents/openai.yaml metadata and forward-test a skill with subagents. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use for any task involving PDF files, including reading, extracting text or tables, creating, transforming, filling forms, OCR, image extraction, and security operations. Use for pdf, .pdf, PDF file, extract PDF text, extract PDF tables, merge PDFs, split PDF, rotate PDF, watermark PDF, create PDF, fill PDF form and OCR PDF. Use when the task needs to read or extract content from a PDF, extract tables from a PDF, merge, split, rotate, crop, repair, optimize, watermark, encrypt, or decrypt PDFs, create a new PDF, fill a PDF form, OCR a scanned PDF into searchable text and extract embedded images from a PDF. Requires `skillspec decide` before substrate tools or overlapping low-level skills. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Use for browser automation through rote: browsing websites, attaching to active Chrome or Edge sessions, Gmail or other logged-in sites, headed/headless exploration, snapshots, readiness waits, page slices, ref rebasing, and crystallizing browser flows. Prefer rote browser primitives over direct Playwright calls.

Create, edit, test, lint, release, verify, or publish reusable rote flows. Use for reusable contract elicitation, rote-driven schema discovery, scaffold/test/release/search lifecycle, and registry handoff.

Use for CLI and shell work through rote when command output, files, logs, process state, dependency checks, mixed API/browser evidence, or crystallized CLI flows must be remembered, queried, replayed, or shared.

Author or debug TypeScript transformations for cached rote responses and TypeScript flows. Use for `FlowOutput` shape, deterministic response handling, `rote deno` execution, and tests before returning to flow authoring or workspace work.

Use when executing a task through one installed rote adapter, especially in a delegated subagent or adapter-specific helper. Applies after the main rote skill has selected an adapter for a single-adapter workflow.

Tune an existing rote adapter — auth, base URL, write guard, sensitivity, capability index, OAuth re-auth, GraphQL field filter, policies, adapter guidance, grouping, versioning. A menu of small show → confirm → apply → re-show operations on an adapter you already created. Use when the user says "configure <adapter>", "change the base url", "re-auth notion", "rebuild the capability index", "enable an auth scheme", or "set up sensitivity / write guard". For creating a NEW adapter, use rote-adapter-create instead.

Create a rote adapter for any API — dry-run-first. Discovers the spec (built-in catalog → web search → local file), analyzes it without committing (`rote adapter new <id> <spec> --dry-run`), then pre-fills auth, base-url, and toolset choices from the analysis — asking you only where it's genuinely ambiguous. When auth is ambiguous or low-confidence, researches the provider's docs to recommend a scheme and produce setup steps (API key / OAuth2). Use when the user says "add an adapter", "connect to <API>", "create a stripe/notion/datadog adapter", "build an adapter from this OpenAPI spec". Never creates from a discovered spec without a clean dry-run first. Hands off to rote-adapter-config for tuning afterward.

Use task-focused rote command idioms only after live `rote grammar` and `rote guidance` surfaces are checked. Covers adapter probes/calls, cached response queries, batches, queues, browser handoffs, registry pushes, and owner-skill returns.

Use rote BEFORE calling any MCP server or CLI tool directly. rote wraps installed adapters (MCP servers and CLI-based tools) and adds flow reuse, response caching, and crystallized workflows. Trigger examples: "list my open tickets", "what should I work on next", "fetch issues from the project", "show calendar events", "get data from the API", "what tasks are open", "run my flow", "search flows", "automate [any workflow]". Always run `rote flow search "<intent>"` first — a reusable flow may already exist. Run `rote how` to see the full onboarding guide.

Autonomous adapter creation agent. Takes a request like "connect to Stripe" and runs the full discovery, analysis, research, auth, scoping, creation, and verification pipeline using rote CLI commands.

Use when reviewing a CLIARE measurement artifact directory, explaining score changes, triaging issues, finding evidence, or proposing CLI remediation work from artifact-map.json, scorecard.json, issues.json, command-index.json, condition-dictionary.csv, shape.json, and evidence.jsonl.