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CLI: set up a repo, scan for ungoverned LLM calls, and wire human-in-the-loop approvals.","maintainers":[{"name":"tryagent","email":"anthony@tryagent.ai"}],"readme":"# tryagent\n\nProduction human-in-the-loop for AI agents — one CLI with one story: **a\nguided flow to get governed, deterministic primitives for CI, and full\nparity with the web dashboard.**\n\n```bash\nnpx tryagent               # guided flow: login → setup → walk your agents → publish\nnpx tryagent status        # where you stand: setup, auth, coverage, autonomy, drift\nnpx tryagent agents        # your decision points: list, walk, show\nnpx tryagent scan          # deterministic, read-only findings for CI\n```\n\nNo install step: `npx` runs the published package directly (and reuses a\nlocal install when one exists).\n\n**Paths:** every command that takes a `[path]` treats an explicit path as\nthe project root — `tryagent init examples/refund-bot` sets up exactly that\ndirectory, so monorepo sub-projects work. Without a path, commands discover\nthe root from the current directory (walking up to `.git`).\n\n## The guided flow\n\nBare `npx tryagent` always does the next right thing, and asks before each\nstep:\n\n1. **Sign in** — browser sign-in; signup happens on the same page.\n2. **Set up the repo** — `tryagent.json`, a repo API key in `.env`\n   (gitignored), and the repository intelligence index.\n3. **Walk your agents** — for every uncovered decision point: see the call\n   site and its evidence, get a drafted rubric, pick an autonomy mode, and\n   wire the guard (below).\n4. **Publish** — push repo rubric files to the platform.\n5. **Status** — a summary of where you stand.\n\nEvery step is also a standalone command (`login`, `init`, `agents walk`,\n`rubrics push`, `status`), so you can enter the flow anywhere. Non-TTY and\n`--yes`/`--json` invocations skip the guidance and keep the exact batch\nsemantics CI scripts depend on.\n\n## Walk your agents: `npx tryagent agents`\n\n`agents` is the decision-point surface — an *agent* is identified by the\n`agentId` committed in your code.\n\n```bash\nnpx tryagent agents list          # coverage, autonomy mode, graduation readiness\nnpx tryagent agents walk          # govern uncovered calls one at a time\nnpx tryagent agents show <agentId>\n```\n\nIn a terminal every choice is arrow-key navigable (↑/↓ or j/k, Enter;\ndigits jump). When several decision points are uncovered, the walk opens\nwith a picker so you can address issues in any order, sweep the rest in one\npass, or finish early and apply what's staged.\n\n`agents walk` shows each uncovered LLM call with its discovered decision\nsurface, drafts a rubric remotely (redacted source context, sent only with\nyour consent), and asks you to pick an autonomy mode:\n\n- `required` — always pause and wait for a human decision\n- `reviewed` — execute the automatic choice and record it for later review\n- `sampled` — execute automatically, but pause a configured percentage\n- `autonomous` — execute automatically without routine human review\n\nThe walk recommends a starting mode **deterministically** from the decision\nsurface — a call that can reach payments, email, database writes, or tools\nstarts at `required`; a pure generation call starts at `reviewed`. The\nplatform graduates decision points up the ladder later, from real override\ndata; the CLI never invents thresholds. Drafts can be accepted, edited in\n`$VISUAL`/`$EDITOR`, regenerated, or skipped; all accepted changes (rubric\nfiles, exact `guard()` wiring, SDK manifest edits) are validated and applied\ntogether after one confirmation. `--yes` skips only that final confirmation.\n\nPublishing the committed rubric files is a separate, reviewable step:\n\n```bash\nnpx tryagent rubrics diff    # compare repo files to latest platform versions\nnpx tryagent rubrics push    # publish changed repo files as new versions\n```\n\n## CI primitives\n\n### `npx tryagent scan [path]`\n\nDeterministic codebase scan — no API key required, safe for CI:\n\n- **LLM call sites** (Anthropic, OpenAI, Vercel AI SDK, LangChain) with two\n  checks per call: is the output schema-validated (Zod, structured outputs),\n  and is the call registered with TryAgent (a `guard()`/escalation in the\n  file)? Unregistered calls get a proposed `agentId`.\n- **Unguarded side effects** (payments, email, SMS, destructive DB/fs,\n  shell, HTTP writes, storage deletes) — reported only on the agent surface\n  (files that define a workflow/tool or call an LLM). Cross-file: a side\n  effect in a helper file *is* flagged when an ungoverned agent file reaches\n  it through imports; an approval anywhere on the path gates it.\n- **Repo rubric coverage**: committed `agentId`s need a matching\n  `.tryagent/rubrics/<agentId>.json` so thresholds and modes are reviewed in\n  PRs. Logged-in scans also report platform publish state.\n\nOn a terminal, a scan that finds uncovered decision points ends with an\narrow-key prompt offering to govern them right away (it hands off to\n`agents walk`); declining exits with the normal scan result. Piped and CI\nruns never prompt and stay deterministic.\n\nFlags: `--json` for tooling, `--fail-on high|medium|any` to gate CI,\n`--fail-on-unguarded` to gate specifically on unguarded side effects, and\n`--interactive` to skip the question and go straight into the walk.\n\n### `npx tryagent review` — governance diff gate\n\nFlags governance regressions in a unified diff and exits 1 on blockers:\nremoved approvals, orphaned `agentId`s, new ungoverned capability,\nprompt changes, and stale rubrics (logged in only).\n\n```bash\nnpx tryagent review --base origin/main --markdown   # PR-comment markdown\ngit diff -U0 | npx tryagent review                  # or pipe any unified diff\n```\n\n### `npx tryagent index [--check]` — repository intelligence\n\nIndexes packages, agents, LLM calls, prompts, tests, security boundaries,\nand ownership into `.tryagent/` (canonical source: `.tryagent/index.json`),\nand maintains the managed guidance block in `AGENTS.md`/`CLAUDE.md`. Output\nis deterministic and safe to commit; `--check` exits non-zero on drift.\n\n## Skills: `npx tryagent skills`\n\nThe repo workflows rendered to `.tryagent/skills/*/SKILL.md` for coding\nassistants (code-review, ai-safety, prompt-editing, llm-upgrade, security):\n\n```bash\nnpx tryagent skills list\nnpx tryagent skills disable llm-upgrade   # persisted in tryagent.json\nnpx tryagent skills sync                  # re-render from configuration\n```\n\n`index` and `index --check` respect the configuration, so commit\n`tryagent.json` and `.tryagent/skills/` together.\n\n## Setup commands\n\n### `npx tryagent login`\n\nOne browser sign-in (signup included) — no flags or env vars needed.\n`--org <id>` scopes multi-org accounts; `--api-key` pastes a key instead.\nCredentials live in `~/.config/tryagent/config.json` with mode 600.\n\n### `npx tryagent init`\n\nSets up the current repo: resolves an API key (or mints one from your\nlogged-in session), validates it, writes `tryagent.json`, puts the key in\n`.env`, ensures `.env` is gitignored, and builds the repository\nintelligence index. Non-interactive: `npx tryagent init -y --api-key <key>`.\n\n## Configuration commands (auth required)\n\nEverything you can configure on the web dashboard works from the CLI after\n`npx tryagent login` — configuration always rides your user session and\nRBAC, never the repo API key (keys only authenticate the escalations data\nplane). Every command supports `--json`. These live under\n`npx tryagent help --all` to keep the core help focused on the journey.\n\n```bash\nnpx tryagent policies list\nnpx tryagent policies create --key payments.refund --name \"Refund approval\" --sla 2h\nnpx tryagent policies update payments.refund --queue Finance\nnpx tryagent keys create --name ci --accept-legal\nnpx tryagent orgs\nnpx tryagent api GET /schedules            # full-parity escape hatch, like `gh api`\nnpx tryagent api POST /groups --data '{\"name\":\"Payments reviewers\"}'\n```\n\n## Exit codes and deprecations\n\n`0` success · `1` findings, gate failure, or command error · `2` usage\nerror (unknown command, flag, or flag value).\n\n`tryagent generate` and `tryagent check` still work but are deprecated:\n`generate` forwards to `agents walk` (identical `--yes --json` batch\nbehavior), `check` forwards to `scan`.\n\n## Requirements\n\nNode.js >= 20.17.\n","readmeFilename":"README.md"}