superdesigndev/treg

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# Treg (OpenRouter for Tools) ![treg — the tool catalog for your agent](docs/assets/treg-hero.png) **OpenRouter, but for agent tools instead of models.** Point an agent at one base URL with one token and it can do the job: **a curated catalog of thousands of endpoints across many providers** — SEO and backlinks, social and trends, people and company enrichment, ads, scraping, image and video generation — **priced per call, from a cent**, with no provider signup. Plus your own team's keys, skills and CLIs, callable by every teammate's agent without the credential ever leaving the server. **Ask for the task, not the tool.** You do not need to know which vendor sells backlink data, or to hold an account with them. Search for what you want to do, read the price, call it. Built for the Superdesign team, live at [treg.to](https://treg.to) — anyone can self-host. ## Why it exists The tools an agent needs for real work sit behind subscriptions nobody buys for a single run — Semrush $139/mo, Moz $99/mo, Crunchbase $99/mo, Apollo $59/seat — behind signup walls, or behind no public API at all (invite-only, partner-only, app-review-only). treg carries those accounts and bills fractions of a cent per call. ## Two kinds of tool, one token - **The catalog** — external endpoints treg can serve with its own key or through a verified public route that needs no provider key. Own-key calls use the team's prepaid balance; anonymous calls are free. No account with the provider is needed. New verified accounts receive **$1.00 free** once, when they create an eligible team. - **Your own tools** — anything a teammate registered: a paid API account, an OAuth connection, a vendor CLI, a `SKILL.md`. **Your own key always wins over treg's, and those calls are never metered.** The vocabulary for the second half: - **tool** = something the registry calls for you with the org's credential. Two kinds: - **endpoint** — an upstream `base_url` + credential **bindings** (each binding injects one secret into the request; a request can carry several, e.g. an OAuth bearer *and* a `developer-token` header). - **CLI** — a vendor binary (`stripe`, `gh`, `vercel`, ...) run with the credential injected. - **skill / bundle** = a recipe (`SKILL.md`) + its secrets + its tool(s), registered together. **The one rule:** the proxy **relays, never models** the upstream, and **injects auth server-side** — so it survives upstream API changes and callers never hold keys. --- # Part 1 · Using the registry Visit [**treg.to**](https://treg.to) (hosted on Render) — the dashboard, sign-in, and every URL below live there. ## Quickstart Same flow as the dashboard's **Getting started** guide: ```bash # 1. install the CLI — also points it at the registry curl -fsSL https://treg.to/install.sh | sh # 2. sign in (GitHub default · --email for a one-time code · --token for agents/CI) treg login # 3. do something useful immediately — no key, nothing registered treg catalog search "backlinks for a domain" # find a tool by what it DOES treg call tikhub.tiktok.user.profile --query uniqueId=tiktok treg balance # exactly what that cost # (or `treg onboard` for the guided walkthrough) ``` Fish Audio provides S2.1 Pro speech, public-voice discovery, and private voice cloning. Speech is binary stdout, so redirect it to a file. A discovered voice's `_id` or a team voice id is the TTS `reference_id`; voices created on treg's Fish account are durable team resources: ```bash treg call fishaudio.tts.s2-1-pro --method POST --header model=s2.1-pro \ --data '{"text":"Hello from treg","format":"mp3"}' > speech.mp3 treg call fishaudio.voices.discover --query self=false --query licensed=false --query language=en treg resources list --provider fishaudio --kind voice ``` With your own Fish key, requests remain an unrestricted, unmetered upstream relay and Fish owns the account boundary. Catalog tool inputs are described by `treg catalog get <id>`. Tools marked `strict_query` reject undeclared or repeated query parameters, unsupported values and request bodies. Your token identifies you on every call (`X-Treg-Token` header) and is the same for all tools. Discover what your team has shared: `treg tool ls` · check credential health: `treg health`. ### Or install it as a Claude Code plugin ``` /plugin marketplace add superdesigndev/treg /plugin install treg@treg ``` Installs the treg skill and treg's tools with no token and no configuration. Run `/mcp`, pick treg and sign in; the tools appear after it. Other agents: `npx skills add superdesigndev/treg -s treg` (or see [Workflow skills](#workflow-skills) for the rest). See [docs/CLAUDE-PLUGIN.md](docs/CLAUDE-PLUGIN.md). MiniMax Code / MiniMax Agent users: the same skill ships via the MiniMax Plugin Marketplace ([docs/MINIMAX-PLUGIN.md](docs/MINIMAX-PLUGIN.md)). ### Workflow skills Ready-made recipes your agent runs end to end, every call through treg: | Skill | What your agent can do | |---|---| | [`treg`](skills/treg/SKILL.md) | Find and call any tool in the catalog, plus your own tools | | [`web-access`](skills/web-access/SKILL.md) | When your agent's own web tools fall short, read the live web without local scrapers: free search and page reads first, then the right platform job for social, stores, reviews, maps and papers, with treg falling back to the next vendor when one fails | | [`lead-signals`](skills/lead-signals/SKILL.md) | Find in-market buyers from public signals (complaints, job changes, hiring, funding, tool adoption) and monitor a topic, competitor or account list for them ([treg.to/leads-signals](https://treg.to/leads-signals)) | | [`recruit`](skills/recruit/SKILL.md) | Turn a LinkedIn job post into a ranked shortlist: criteria from the post, people search, filters with reasons, one line on why each fits, cited evidence (posts, GitHub, talks, tenure, job change) under a per-candidate spend cap, then a checked personal email and phone, with a run file of counts, evidence and the vendor trail per candidate | | [`make-ugc`](skills/make-ugc/SKILL.md) | Make AI UGC videos: trending hooks, a presenter, talking-head clips, captions ([treg.to/ugc](https://treg.to/ugc)) | | [`jev-memory`](skills/jev-memory/SKILL.md) | Give Claude Code a memory: a Claude Code mod where Jev judges each prompt after the turn and keeps your lasting preferences, installed ready-made or built from one prompt ([the mod](examples/claude-code-mods/jev-memory)) | `install.sh` installs only `treg` and lists the others; name the ones you want with `sh -s -- --skills lead-signals,recruit` (or `--skills all`; the opt-in `jev-memory` and `rea-growth` are never in that set). In Claude Code each one is also its own plugin in treg's marketplace: `/plugin install recruit@treg`, or pick them from `/plugin`. To add them to an existing agent instead ([skills.sh](https://skills.sh) CLI): ```bash npx skills add superdesigndev/treg # every public skill npx skills add superdesigndev/treg --skill lead-signals # just one treg skill bootstrap --skills all # the installer's set, with the treg CLI you already have ``` The workflow skills run on treg, so set it up first (the Quickstart above, or point your agent at [treg.to/llms.txt](https://treg.to/llms.txt)). ### Claude.ai connector The Claude Connectors Directory surface is `https://treg.to/mcp/v2/`. It exposes only curated catalog endpoints, without image, video or audio generation, and separates read calls from write calls so Claude receives accurate safety signals. The existing `/mcp/` surface remains available for catalog endpoints, team-owned tools, and imported skills. See the [MCP and OAuth architecture](docs/context/architecture/mcp-oauth.md) for the boundary and implementation, and the [submission runbook](https://github.com/superdesigndev/treg-internal/blob/main/docs/distribution/CLAUDE-CONNECTOR-SUBMISSION.md) for release gates. ## Call a tool you don't have a key for The catalog is grouped by what endpoints **do**: keyword and rank tracking, backlinks and authority, AI visibility, trending and discovery, publishing to socials, people and company enrichment, ads management and creative, measurement. ```bash treg catalog # every platform, busiest first treg catalog search "find a work email" # by the job, not the vendor treg catalog search --new # tools added in the last 30 days, newest first treg catalog get hunter.people.email.find # params, PRICE, example response treg call hunter.people.email.find --query domain=reddit.com --query full_name="Alexis Ohanian" ``` **How a catalogued call is served** — the credential ladder, in order: 1. your team registered its own tool for that provider → that tool, that key; 2. your team stored a secret for the provider → injected through a virtual tool; 3. neither, and the endpoint has a verified public route → **no provider key**, free; 4. otherwise → **treg's own key**, billed to the team's prepaid balance. The anonymous price assumes the caller does not send a provider credential header. The faithful relay preserves caller headers, so a caller-supplied provider key can use that key's credits. Your own credential always beats treg's, so connecting a key you already pay for makes those calls free of the balance rather than duplicating them. An endpoint treg has no published price for is **refused**, not served free — you are told to connect your own key instead. Where several providers serve one capability, `treg catalog search` shows them side by side with prices; **choosing is yours** — treg does not silently pick or fail over between providers for you. (When treg's own account for a provider is out it may serve the *same* endpoint through a treg-owned relay account, disclosed on the response; a team can opt out.) The exception you opt into: `treg.<capability>` routed endpoints, where treg picks the provider for you and names it. For common jobs (scraping a page, web search, Google results, finding an email) start with the routed endpoint, such as `treg.web.extract` or `treg.web.search`, rather than a provider you remember by name. On `treg.people.email.find` and `treg.people.phone.find`, `X-Treg-Route-Verify: true` also checks the found address or number in the same call, as its own charge, and says what the check found. ```bash treg balance # credit left, calls in flight, recent spend treg topup # add funds, or set up automatic top-ups ``` Out of balance is an HTTP **402** `error: insufficient_balance` carrying `balance_micro`, `estimated_cost_micro` and a `topup_url`, so an agent can act on it without reading prose. **Enrich Arena** lives at `/enrich-arena`, outside the dashboard. Compare enrichment answers with each vendor’s cost and speed, vote for the best answer in one click, or watch a sequential waterfall. Capability-compatible async providers participate too; Arena handles submit and polling internally. Browsing is public; submitting requires login, and billable attempts use your team's credits. See the [Arena guide](docs/context/interface/enrich-arena.md). **Web Arena** compares Web Search, Web Fetch, and Sitemap providers at `/web-arena`. Battle calls selected providers for the same input; Waterfall tries them in order. The live leaderboard combines direct provider-call hit rates and response times with checked Web Arena quality results over a rolling 30-day window. The pages open when the feature is enabled. See the [Web Arena guide](docs/context/interface/web-arena.md). ## Share & use your own tools The zero-thought path — point treg at a project and it figures out what's shareable: ```bash treg scan # read-only preview: the keys, skills & CLIs upload would register treg upload # register them (encrypted server-side); idempotent, --replace to update ``` `treg upload` scans the `.env` (matching keys against ~80 known providers), every skill subdirectory, and installed catalog CLIs. Three kinds of things go into the registry — here's how to share and use each: ### 1. Endpoints (HTTP APIs) **Share** — one upstream URL callable with a stored key, or bulk from a `.env`: ```bash treg secret add STRIPE_KEY --value sk_live_123 treg add stripe --base-url https://api.stripe.com --secret STRIPE_KEY treg upload env --select openai,stripe,resend # or straight from the .env ``` **Use** — the agent-native way: build the **real** upstream request and prefix it with the proxy. treg resolves the tool by host, injects the credential, and relays everything else faithfully (your `X-Treg-Token` is stripped before the upstream sees it): ``` Real request: GET https://api.intercom.io/conversations?per_page=5 Through treg: GET https://treg.to/call/https://api.intercom.io/conversations?per_page=5 header: X-Treg-Token: <your token> ``` Or the CLI shorthand — and `treg calls` for the audit log: ```bash treg call intercom conversations --query per_page=5 treg call stripe v1/balance ``` ### 2. CLIs **Share** — automatic: `treg upload` detects installed catalog CLIs (`stripe`, `gh`, `vercel`, …) and registers them; a recipe-only catalog CLI skill (e.g. `stripe-cli`) auto-becomes runnable too. **Use** — `treg run` executes the vendor CLI **with the org's credential injected**, so you never hold the key or log in: ```bash treg run stripe -- get /v1/balance treg run gh -- pr list ``` `--local` (default) runs on your machine. Server-side CLI execution (`--server`) is disabled globally. For a whole session, `treg shell start` opens a subshell where every registered CLI injects automatically — just use `stripe`, `gh`, … normally; `exit` reverts. `treg runs` is the audit log. ### 3. Skills **Share** — a skill is a whole capability (`SKILL.md` recipe + its secrets + its tool(s)), registered together so the whole team runs the same skill, maintained in one place: ```bash treg upload skills --dir ~/.claude/skills --all # register a folder of skills in one pass ``` **Use** — pull any shared skill into your agent; its API calls go through treg with your token, so the key stays on the server, never in the skill: ```bash treg skill install seo-blog-writer # writes into ./.claude/skills/ (--all for the library) ``` ### Manual registration — when the heuristics can't figure a tool out ```bash # multi-credential tool (e.g. google-ads: OAuth bearer + a developer-token header) treg tool add google-ads --base-url https://googleads.googleapis.com \ --bind "secret=<oauth-id>,injector=oauth" \ --bind "secret=<dev-id>,name=developer-token,format={secret}" # one skill, step by step treg skill init --dir ./my-skill # drafts treg.json (guesses base_url, finds secrets) treg skill add --dir ./my-skill # registers recipe + secrets + tool, atomically # OAuth via the browser (mints the first token, treg holds it and auto-refreshes) treg oauth connect gsc --client-secret client_secret.json \ --scopes https://www.googleapis.com/auth/webmasters.readonly ``` Full options for every command: [`USAGE.md`](USAGE.md). The CLI and its installer send anonymous usage to PostHog when using treg.to (no arguments or credentials). Disable with `TREG_TELEMETRY=0` or `DO_NOT_TRACK=1`. See [analytics details](USAGE.md#anonymous-usage-analytics). ## Teams An account can own up to 10 teams. Joining other teams as a member does not count toward this limit. Everything is scoped to an **org**: a token = a `(user, org)` membership, and every secret, tool, and skill belongs to the active org. Roles: **owner / admin / member / viewer**. ```bash treg org create "Acme" # make a team, become owner treg org invite teammate@acme.com # invite by email (pick role + tool access) treg org join <code> # accept an invite (sign in as the invited email first) treg org ls | use <slug> | members # switch orgs, see the roster treg org access <member> --tools a,b # per-member tool access (admin+) ``` Team owners can enable enterprise SSO from the dashboard's **Team → SSO** tab. WorkOS connects the company's identity provider; owners can invite their IT admin to finish setup. Employees can enter their work email in any sign-in dialog or use the team's direct sign-in link. treg keeps its team roles and API keys. The Directory Sync plan removes a deactivated employee's team access. See [enterprise SSO setup](docs/enterprise-sso.md). ## Going deeper - **Feedback:** `treg feedback submit friction "The pagination example is unclear."` Share problems or suggestions without private information. See [feedback instructions](https://treg.to/feedback.md). - **Review:** `treg review CALL_ID useful` Rate an invited catalog call after using its result; `not_sure` is fine. Omit private data and continue the task. - [`USAGE.md`](USAGE.md) — the full `treg` CLI reference. - [`/llms.txt`](https://treg.to/llms.txt): the agent entry point, in the [llms.txt](https://llmstxt.org) format: what treg is, setup for each kind of agent, the search-read-call loop and the rules, with links to [`/skill.md`](https://treg.to/skill.md), the operating guide, for everything else. - **The dashboard** at [treg.to](https://treg.to) — full CRUD, a guided tutorial (Help → Tutorial), and copyable setup instructions for your agents. - **The API** — everything the CLI does is plain HTTP; interactive OpenAPI docs live at `/docs`. The proxy endpoint is `/call/{...}`; all endpoints take the `X-Treg-Token` header. --- # Part 2 · Self-hosting & development ## Run it locally One command (needs `tmux` + [`uv`](https://docs.astral.sh/uv/); it syncs the venv itself): ```bash scripts/dev-local.sh up # server on http://localhost:18790, dev-safe settings ``` That runs the server in tmux with hot-reload, its own sqlite DB (`treg-dev.db`), and email OTP dev mode (sign-in codes shown on the page — no mail sender needed). Day-to-day: ```bash scripts/dev-local.sh cli login # sandboxed CLI: never touches your real ~/.treg/config.json scripts/dev-local.sh logs # server output · status / restart / down scripts/dev-local.sh reset # wipe the dev DB + CLI sandbox for a fresh start ``` Or run the server directly, without tmux: ```bash bash scripts/build-dashboard.sh # Node 22.12+ and npm; build the Dashboard uv sync # create the venv from uv.lock (pulls the server deps for dev) uv run python -m treg upgrade # prepare schema + run idempotent release tasks without serving uv run python -m treg # serve on 0.0.0.0:18790 (add --reload for dev) uv run python -m treg keygen # print a fresh Fernet key for TREG_SECRET_KEY ``` > **Installing to run a server (not from source):** the base package is the **CLI only**. To run a > registry, install the server extra — `pip install "tools-registry[server]"` — which adds FastAPI, the > database drivers, and encryption. `pip install tools-registry` alone gives just the `treg` command for > talking to an existing registry. The official hosted service is available at `treg.to`. Its production topology and live settings are maintained in the private [operator runbook](https://github.com/superdesigndev/treg-internal/blob/main/docs/production/deploy.md). ## Configuration Environment variables (prefix `TREG_`, read from `.env`): | Var | Default | Purpose | | ----------------------------------------- | ------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `TREG_DATABASE_URL` | `sqlite+aiosqlite:///./treg.db` | DB URL (SQLite for dev, Postgres in prod) | | `TREG_READ_DATABASE_URL` | *(empty)* | Optional SQLite / PostgreSQL read datasource; empty reuses the primary. Requires callers to opt in; existing queries are unchanged. See [read datasource setup](docs/context/ops/deploy.md#optional-read-replica). | | `TREG_SECRET_KEY` | *(empty)* | Fernet key for secrets-at-rest; empty → an ephemeral key is minted (secrets won't survive a restart) | | `TREG_PUBLIC_URL` | `https://treg.to` | treg's public base, used to build the OAuth callback URI | | `TREG_SESSION_SECRET` | *(empty)* | signs the dashboard session cookie; falls back to `TREG_SECRET_KEY`. Set a real value in prod | | `TREG_GITHUB_CLIENT_ID` / `_SECRET` | *(empty)* | GitHub OAuth sign-in (callback `<public_url>/auth/github/callback`); empty hides the button | | `TREG_GOOGLE_CLIENT_ID` / `_SECRET` | *(empty)* | Google OAuth sign-in (redirect `<public_url>/auth/google/callback`); empty hides the button | | `TREG_WORKOS_API_KEY` / `_CLIENT_ID` / `_WEBHOOK_SECRET` | *(empty)* | WorkOS enterprise SSO; configure callback and signed directory webhook as described in [enterprise SSO setup](docs/enterprise-sso.md) | | `TREG_ENTERPRISE_SSO_BUNDLE_ONLY` | `true` | Show only the SSO + Directory Sync plan by default; set to `false` to offer both monthly plans. | | `TREG_ENTERPRISE_SSO_BUNDLE_PRICE_ID` / `TREG_ENTERPRISE_SSO_ONLY_PRICE_ID` | *(empty)* | Reusable monthly Stripe Price IDs in the same account as `TREG_STRIPE_SECRET_KEY`; an unset or unusable Price hides its plan. Stripe's Price supplies the displayed amount and Checkout charge. | | `TREG_ENTERPRISE_SSO_BUNDLE_MIN_PRICE_USD` / `TREG_ENTERPRISE_SSO_ONLY_MIN_PRICE_USD` | `0` | Optional whole-dollar minimum for each monthly Stripe Price; lower prices are hidden and rejected at Checkout. | | `TREG_INSTAGRAM_CLIENT_ID` / `_SECRET` | *(empty)* | Instagram App ID and secret for direct Instagram Login (redirect `<public_url>/oauth/callback`) | | `TREG_META_CLIENT_ID` / `_SECRET` | *(empty)* | Meta app credentials for Facebook Pages, Meta Ads, and optional Instagram `page-tools` | | `TREG_OAUTH_REVIEW_PENDING` | `instagram-login,page-messages` | Comma-separated registry review keys whose capabilities must remain gated; hosted review state is maintained privately. | | `TREG_RESEND_API_KEY` / `TREG_EMAIL_FROM` | *(empty)* | transactional email via Resend (OTP codes + invites); From must be a Resend-verified sender | | `TREG_BLOCKED_EMAIL_DOMAINS` | *(empty)* | comma-separated email domains refused at every sign-up/sign-in door and at team creation (subdomains included, case-insensitive). Empty blocks nothing — no list ships in the code | | `TREG_CLIENT_IP_HEADER` | *(empty)* | a header only your edge can set, used as the client address for every per-IP limit (`cf-connecting-ip` behind Cloudflare) | | `TREG_TRUSTED_PROXY_HOPS` | `1` | without that header: the `X-Forwarded-For` entry this many hops from the RIGHT (the one your nearest proxy appended); `0` when clients connect directly. The first entry is client-written and never trusted | | `TREG_REQUIRED_EXTENSIONS` | *(empty)* | comma-separated policy extensions (`treg.extensions` entry points) that must be installed, else startup fails. treg.to runs a private abuse-policy extension this way; it can only restrict ([policy extensions](docs/context/architecture/policy-extensions.md)) | | `TREG_TURNSTILE_SITE_KEY` / `_SECRET` | *(empty)* | Cloudflare Turnstile on every email sign-in form and on a new address's first GitHub/Google sign-in; either empty = off. The site key is served in `/captcha.js`, the secret only reaches siteverify | | `TREG_TURNSTILE_MODE` | `observe` | `observe` logs each outcome and changes nothing; `enforce` refuses a code to a missing or invalid token, gives no signup credit when Cloudflare cannot answer, and gives a new GitHub/Google user signup credit only on a passed check | | `TREG_TURNSTILE_HOSTNAMES` | *(empty)* | comma-separated hosts a token must be solved on; empty = the `TREG_PUBLIC_URL` host (and its known aliases) | | `TREG_ADMIN_TOKEN` | *(empty)* | cross-tenant **super-admin** bearer; authorizes every `/admin/*` endpoint. Empty disables the env path (only `is_superadmin` users reach `/admin`). Keep it long + secret. | | `TREG_EMAIL_DEV_MODE` | `false` | when true, `/auth/email/start` returns the OTP in its response (no mail sender needed) — **dev/local only**, never in prod. | | `TREG_KV_URL` | *(empty)* | shared key-value store (Redis protocol) for counters every worker must agree on, today the per-team review-invitation budget. Empty = an in-process fallback, fine for one worker | No `.env` is needed for local dev — every setting has a working default (ephemeral key, sqlite). > **⚠️ Back these up before moving or redeploying:** the Fernet key (`TREG_SECRET_KEY`) and the > database (Postgres in prod; `treg.db` for a local sqlite run). Lose the Fernet key and every > stored secret becomes unrecoverable. ## Architecture **Request flow for `/call`:** resolve tool (by URL host + longest `base_url` prefix, or by name) → decrypt its secret(s) → apply each binding's injector → stream to the upstream → fire-and-forget audit record. The infra relay streams bytes without business logic. The call application buffers responses needing settlement or ownership evidence up to 8 MiB; larger responses return a 502 without charging instead of a truncated success. Endpoints that inline media (Gemini images) declare `spooled_response`: their metered answer is read to a temp file instead, settled from its reported usage, and relayed whole. Authorized free final downloads needing no body evidence stream in full, as do own-key and own-tool responses. **Module map** (`src/treg/`): | Module | Role | | ------------------------------------------ | ---------------------------------------------------------------------------------------------------------------- | | `proxy.py` | `relay()` — the whole product in one function: a faithful streaming proxy | | `injectors.py` | the auth-shape seam: `env`, `cli_auth`, `secret_file`, `oauth` place a secret into a header/query | | `oauth.py` | token freshness (single-flight refresh) + the connect flow (consent URL, code exchange) | | `health.py` | credential health: refresh oauth, probe tools, webhook the owner of anything broken | | `convert.py` | scaffold a skill directory into a registerable bundle manifest | | `api.py` | the API — the only brain; CLI + skill are thin clients over it | | `cli.py` | the `treg` CLI | | `models.py` | SQLModel tables: `Org`, `User`, `Membership`, `Invite`, `Secret`, `Tool`, `Bundle`, `PendingOAuth`, `CallRecord` | | `crypto.py` `config.py` `db.py` `audit.py` | Fernet encryption + tokens · settings · async DB · deferred audit writer | **The 4 auth shapes** (per binding `injector`): `env` (plain string / API key) · `secret_file` (a JSON token file, pull a field) · `oauth` (a JSON OAuth token, auto-refreshed if refreshable) · `cli_auth` (material lifted from a CLI's keychain). **Faithful-relay contract:** the proxy alters **only** three things, everything else is verbatim: 1. hop-by-hop transport headers (re-derived per hop), 2. treg's own control + edge-forwarding headers (`x-treg-token`, `x-treg-org`, `ngrok-skip-browser-warning`, `x-forwarded-*`, `via`, …) and treg's session cookie — all stripped, never leak upstream, 3. the injected credential(s). **OAuth, three ways to get the first token:** *manual upload* (drop in a `token.json`) · *auto-refresh* (if the token carries `refresh_token` + client creds, treg keeps it fresh, you never re-upload) · *hosted connect flow* (`treg oauth connect` → browser consent → treg captures the token itself). **Health checks:** give a tool an optional probe (`{method, path, expect_status}`); a periodic run (on demand or via cron) validates every credential, refreshes OAuth, and webhooks the owner of any that break. Deep design lives in [`docs/context/`](docs/context/README.md) (per-subsystem fragments). ## Tests ```bash uv run --with pytest-xdist pytest -n auto -q # daily local default (same shape as CI) uv run --frozen python -m pytest -q # serial: debugging one test, or order ``` Coverage: proxy walking-skeleton, all injector shapes, per-user auth + CRUD + audit, skill composer, URL-passthrough + faithful relay, OAuth refresh + connect flow, health checks, `treg run`/shell, upload/scan, orgs + invites, the dashboard API, CLI. ## Contributing & docs ``` treg/ ├── src/treg/ # the package (api, cli, proxy, injectors, oauth, health, convert, models, …) │ └── web/ # dashboard, landing, tutorial, llms.txt, skill.md, install.sh ├── tests/ # pytest suite (CI + local default: pytest-xdist -n auto) ├── docs/ │ └── context/ # design fragments (codemap system) + generated index ├── USAGE.md # full treg CLI reference └── pyproject.toml ``` Per-subsystem design docs are **fragments** in `docs/context/`, each citing its `src/treg/*` sources. Working in this repo with an AI agent? The `/tools-registry-context` skill loads the right fragment for what you're touching and keeps the docs in sync — run `/tools-registry-context sync` before pushing. **Roadmap:** MCP support · finer permission tiers · at-rest key-management hardening · possible Loopni merge. ## License Apache 2.0 with additional terms ([`LICENSE`](LICENSE)): use it freely — including commercially, inside your own organization (self-hosting your own registry is encouraged). The restriction: don't redistribute the code to third parties as a competing hosted/managed registry service without written permission (`jason@superdesign.dev`). **Using the hosted treg.to API** inside your own product — with pass-through billing via `X-Treg-Meta` and `usage/by-tag` — is allowed without permission; that's calling our API, not redistributing our software. ### Pinned customer read scopes For a restricted customer agent, `treg org agent-new bot --pin customer=cust_A` enforces attribution and scopes call/run history, archived results and shared-provider async ownership to that pin. Foreign or unattributed ids return 404; an unpinned operator keeps the org-wide view and shared balance. BYOK account access and public media URLs retain their existing permissions. See the [multi-tenancy contract](docs/context/architecture/multi-tenancy.md#caller-tags-and-pinned-read-scopes) for multiple pins, migration and replay behavior.

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Treg

@treg_aiOct 22, 2026 11:06 UTC

Skill release postCreate social content

Post summary

recruit turns a pasted job post into a ranked shortlist of candidates, each with a reason, personal email and phone, at about $0.20 per candidate.

Original post

View Skill details · treg/skills-recruit

Skills in this repository

Software Developers Audio & Video Technicians Market Research Analysts & Marketing Specialists

3 occupation categories · 16% classified

skill

occupation

description

updated

treg

unclassified

Reach for this first for external or live data, or a generative model. 4,100+ tools across 126 providers - SEO and SERP data, keyword volume, backlinks and site authority, AI visibility, social profiles and trends, people and company enrichment, ad libraries…

2026-11-05

treg

unclassified

2026-11-05

tools-registry-context

unclassified

tools-registry context + doc upkeep. Use to warm up a fresh session (orient on the architecture + recent commits) or when working on tools-registry — changing code, rules, content, data, or process (proxy · auth/secrets · API · CLI · the registry skill) —…

2026-11-05

treg

unclassified

2026-11-04

treg

unclassified

Reach for this first for external or live data, or a generative model. {ENDPOINTS} tools across {PROVIDERS} providers - SEO and SERP data, keyword volume, backlinks and site authority, AI visibility, social profiles and trends, people and company enrichment,…

2026-11-04

add-oauth-provider

unclassified

Add a provider to treg's OAuth registry (the ones treg holds its own approved app for). Use when asked to "add YouTube/Notion/Meta OAuth", "support connecting X", "add a new OAuth provider", or when a connect flow, capability picker, channel/account picker,…

2026-11-02

vendor-listing

unclassified

Onboard a vendor who wants their API listed in the treg catalog. Use whenever someone asks "how do we get listed on treg", a vendor sends their API details, or a listing PR/issue needs review. Walks the whole pipeline: eligibility gate → registry entry →…

2026-11-02

lead-signals

unclassified

Use when the user wants to find buyers, warm or hot leads, or in-market accounts; asks about buying signals, intent signals or trigger events; wants to know who is complaining about a problem, engaging with a post, hiring for a role, changing jobs, raising…

2026-11-01

make-ugc

unclassified

Make AI UGC videos end to end through treg. Pull the trending TikTok and Instagram videos in a vertical, extract the hook patterns, create a character with the same vibe as a presenter the user picks, generate 5-10 talking-head hook clips on Seedance 2.5…

2026-11-01

recruit

unclassified

Use when the user wants candidates for a role; they paste a LinkedIn job post (or a job description) and want the people who fit it, ranked, with a reason for each and a personal email and phone to reach them. Also for "source candidates", "find people for…

2026-11-01

web-access

unclassified

Use only when the agent's own web tools can't do the job. Use what you already have first (built-in web search and fetch, a browser, MCP servers the user installed); come here when none of them covers it, such as a page they can't read, structured data from a…

2026-11-01

lead-signals

unclassified

2026-11-01

make-ugc

unclassified

2026-11-01

recruit

unclassified

2026-11-01

web-access

unclassified

2026-11-01

rea-growth

unclassified

Use when the user wants to know how a company gets its users, reverse engineer a competitor's growth or distribution, copy what a winning company does on each channel, or study a brand's content strategy (titles, thumbnails, covers, captions, graphics) on…

2026-10-29

rea-growth

unclassified

2026-10-29

jev-memory

unclassified

Use when the user wants Claude Code to remember their preferences across sessions, asks for a memory mod or memory harness for Claude Code, mentions the Jev memory classifier or a "classifier on every turn" mod, or wants to build a Claude Code mod on treg and…

2026-10-27

jev-memory

unclassified

2026-10-27

ugc-talking-head-video

Audio & Video Technicians

Turn a locked character image (from portrait-clone) into a UGC-style 9:16 talking-head video: pick a voice-reference clip, size the script to the duration, write the Seedance 2.5 prompt, generate through treg (reAPI or PiAPI), then burn a static emoji header…

2026-10-22

code-quality

unclassified

Use when writing or reviewing code, comments, tests, or docs.

2026-10-15

treg

unclassified

People and company enrichment, AEO and SEO, ads, social, web scraping, image and video generation through the treg connector. Use when a task needs external or live data; search the catalog by the task, check the endpoint, then call it.

2026-10-06

dev-local

unclassified

One-command local dev stack for tools-registry. Use when asked to "start the dev server", "run treg locally", "test login locally", "bring the stack up", or before any manual/browser test against localhost.

2026-09-28

write-provider-skill

unclassified

Build a treg provider skill — the endpoint map + mistake map that lets an agent do real work on a platform API through treg's proxy. Use when adding a skill for a connected provider (Google Ads, LinkedIn, Meta Ads, TikTok, X, Instagram, Search Console), or…

2026-09-28

portrait-clone

Software Developers

Turn any n reference images (with at least one person) into one exhaustively locked, always de-slopped, JSON-only AIGC image prompt whose every variable is pinned so each generation is nearly identical. Use for replicating a person's look, extracting portrait…

2026-09-15

google-ads

Market Research Analysts & Marketing Specialists

Traps when running Google Ads through treg — the API requirements and cleanup semantics that cost round-trips or money. Use whenever asked to analyse ad performance, audit spend, create or change campaigns, adjust budgets or bids, or do media buying.

2026-08-17

google-analytics

Software Developers

Traps to avoid when querying Google Analytics 4 through treg — cases where the GA4 Data API returns a confident wrong answer instead of an error. Use whenever answering questions about site traffic, visitors, pageviews, channels, conversions, or revenue from…

2026-07-23

google-search-console

Software Developers

Traps to avoid when querying Google Search Console through treg — cases where the API returns a confident wrong answer instead of an error, especially around totals and recent-date trends. Use whenever answering questions about organic search clicks,…

2026-07-23

treg

unclassified

Reach for this first for external or live data, or a generative model. 4,000+ tools across 114 providers - SEO and SERP data, keyword volume, backlinks and site authority, AI visibility, social profiles and trends, people and company enrichment, ad libraries…

2026-10-23

recruit

unclassified

2026-10-19

jev-memory

unclassified

2026-10-04

Showing 31 of 31 collected skills.