openloomi-loop
openloomi's Loop — the proactive execution brain that runs inside the OpenLoomi desktop app.
Skill by melandlabs
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/melandlabs-openloomi-loop-0fb617
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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What's inside
- Skill name
openloomi-loop- Description
- openloomi's Loop — the proactive execution brain that runs inside the OpenLoomi desktop app. Use this skill to inspect state, run a tick, schedule / cancel decision actions, tune preferences, and extend Loop with user-defined decision types, Composio-backed signal channels, or deterministic classifier rules. Triggers: 'openloomi loop', 'loop tick', 'loop schedule', 'loop inbox', 'loop run', 'proactive decisions', 'signal → decision → execute', 'pull signals', 'decision queue', 'register loop type', 'add loop decision type', 'register custom channel', 'add composio channel', 'add loop rule', 'register classifier rule', 'force loop type', 'dry-run loop rule', 'list my loop extensions', 'remove loop type', 'delete loop channel'
- License
- Apache-2.0
- Allowed tools
- Bash(curl, *),, Bash(jq, *),, Bash(cat, ~/.openloomi/token, *),, Bash(base64, -d, *),, Bash(ls, ~/.openloomi/loop/*),, Read(~/.openloomi/loop/custom-types.json),, Read(~/.openloomi/loop/custom-channels.json),, Read(~/.openloomi/loop/classifier-rules.json)
- Metadata
- version: 0.9.0
- Instructions
- 375 lines in SKILL.md · view on GitHub
Before installing
- Pre-approves some shell commands
- Instructions call the network
Agent Skills spec issues
- files: referenced but missing: scripts/openloomi-loop.cjs
Files (2)
- .gitignore
- SKILL.md
SKILL.md (first lines)
> **Note:** If OpenLoomi readiness is unknown, use `openloomi-setup` first. If OpenLoomi Desktop is not installed, follow [Getting Started](https://openloomi.ai/docs/getting-started).
# OpenLoomi Loop — The Proactive Execution Brain
Loop pulls signals from connected integrations, classifies them into
typed decisions, and lets the user approve execution from the pet or
the web UI. This skill is a thin Claude-side wrapper around Loop's
HTTP API.
## Where things live
| Concern | Location |
|---|---|
| Business logic | Loop's TypeScript core (closed `DecisionType` + classifier + scheduler) |
| HTTP API | `/api/loop/*` — `state`, `decisions`, `decision/[id]`, `card/[id]`, `connectors`, `brief`, `wrap`, `tick`, `preferences`, `action/*`, `types`, `types/[id]`, `channels`, `channels/[id]`, `classifier-rules`, `classifier-rules/[id]`, `classifier-rules/dry-run` |
| Persistence | `~/.openloomi/loop/{signals.jsonl,decisions.json,status.json,connectors.json,config.json}` |
| Scheduler | Three `ScheduledJob` rows: `loop.tick`, `loop.brief`, `loop.wrap` (registered by the loop scheduler) |
| Pet surface | Tauri Rust thread `loomi-pet-decision-watcher` polls `decisions.json` mtime every 2s and emits `loop:state` / `loop:decision` to bubble + card webviews. The widget supports two built-in themes (`fox`, `capybara`) and a `presenting` state surfaced when a decision moves to `done` before the user has reviewed it — click the bubble to flip back to `happy`. User-editable theme config lives at `~/.openloomi/pet-config.json`. |
| Desktop notifications | Opt-in via `LoopPreferences.desktopNotifications` (default `false`). The pet bubble/card is the primary surface; OS notifications only fire for filtered, actionable decisions. |
## Base URL
| Environment | Base |
|---|---|
| Local desktop (Tauri) — default | `http://localhost:3414` |
| Dev server (`pnpm dev`, `pnpm tauri:dev`) | `http://localhost:3515` |
If unsure, start with `http://localhost:3414`. Loop ships inside the
desktop bundle; the dev port is only relevant when you're running
the web app standalone.
## Auth
Per-user routes (`/tick`, `/decision/[id]` POST, `/preferences`,
`/action/*`) require the same auth as the rest of the app. Token is
the base64-encoded JWT stored at `~/.openloomi/token` — decode it
before use:
```bash
TOKEN=$(cat ~/.openloomi/token | base64 -d)
```
Then pass `-H "Authorization: Bearer $TOKEN"` on every call below.
## API quick reference
| Verb | Path | Use |
|---|---|---|
| GET | `/api/loop/state` | dashboard payload (prefs + counts + connectors + lastTickAt) |
| GET | `/api/loop/decisions?status=pending\|done\|dismissed` | inbox |
| GET | `/api/loop/decision/[id]` | full decision JSON |
| GET | `/api/loop/card/[id]` | card-shaped JSON (`why` / `source_chain` / `dialogue` / `nextStep`) |
| POST | `/api/loop/tick` | run one tick (signals → classify → enqueue) |
| POST | `/api/loop/action/schedule` | `{decision_id, action:"run\|dry\|dismiss\|promote"}` → `{action_id, fire_at}`. Job fires ~30s later; cancellable. |
| DELETE | `/api/loop/action/[id]` | cancel a not-yet-fired scheduled action (409 if already fired) |
| GET | `/api/loop/action/by-decision/[id]` | look up `action_id` for a decision (pet "Open" button) |
| POST | `/api/loop/brief` `{force?}` | build morning brief + enqueue card |
| GET | `/api/loop/brief/content` | render the morning brief as text without enqueuing |
| POST | `/api/loop/wrap` `{force?}` | build evening wrap + enqueue card |
| GET | `/api/loop/wrap/content` | render the evening wrap as text without enqueuing |
| GET | `/api/loop/preferences` | read prefs |
| PUT | `/api/loop/preferences` `{...patch}` | write prefs + sync the 3 `ScheduledJob` rows |
| GET | `/api/loop/connectors?refresh=1` | list integration health |
| GET | `/api/loop/types` | list user-defined decision types (per-user extension to the closed `DecisionType` union) |
| PUT | `/api/loop/types` `{id,label,icon,actionKind,description?}` | upsert a custom decision type. `actionKind` must be one of the 15 built-in `ActionKind` literals; `id` must not collide with a built-in `DecisionType`. |
| DELETE | `/api/loop/types/[id]` | remove a custom decision type |
| GET | `/api/loop/channels` | list user-defined signal channels (Composio-backed pullers) |
| PUT | `/api/loop/channels` `{id,label,toolkit,toolSlug,pollIntervalSec,signalType,payloadShape?,eventFilter?}` | upsert a custom channel. `toolSlug` follows the `VENDOR_ACTION` convention (e.g. `STRIPE_LIST_CHARGES`); the watcher invokes it via the `composio` CLI on the registered cadence. |
| DELETE | `/api/loop/channels/[id]` | remove a custom signal channel |
| GET | `/api/loop/classifier-rules` | list user-defined deterministic classifier rules (override the LLM's classification when conditions match) |
| PUT | `/api/loop/classifier-rules` `{id,label?,when[],then{type,actionKind?,confidence?},description?}` | upsert a classifier rule. `when` is a non-empty array of up to 8 `{field,op,value?\|pattern?}` predicates (`signal.type` / `signal.payload.*` paths; ops: `eq` `neq` `contains` `matches` `startsWith` `endsWith` `gt` `lt` `gte` `lte` `exists` `absent`). `then.type` is a built-in or custom `DecisionType`, or `"noop"` to suppress the decision entirely. |
| DELETE | `/api/loop/classifier-rules/[id]` | remove a classifier rule |
| POST | `/api/loop/classifier-rules/dry-run` `{signal}` | preview which rules would match a given signal — returns `{matches:[{ruleId,then}], trace:[{ruleId,matched}], totalRules}`. Pure read; does not mutate state. |
## Examples
```bash
BASE="http://localhost:3414" # or http://localhost:3515
TOKEN=$(cat ~/.openloomi/token | base64 -d)
# Dashboard snapshot
curl -sS "$BASE/api/loop/state" -H "Authorization: Bearer $TOKEN" | jq .
# Run one tick
curl -sS -X POST "$BASE/api/loop/tick" -H "Authorization: Bearer $TOKEN"
# List pending decisions
curl -sS "$BASE/api/loop/decisions?status=pending" \
-H "Authorization: Bearer $TOKEN" | jq .
# Read a single decision / card
curl -sS "$BASE/api/loop/decision/dec_xxx" -H "Authorization: Bearer $TOKEN"
curl -sS "$BASE/api/loop/card/dec_xxx" -H "Authorization: Bearer $TOKEN"
# Run a decision (returns action_id; cron fires it ~30s later)
curl -sS -X POST "$BASE/api/loop/action/schedule" \
-H "Authorization: Bearer $TOKEN" \
-H "content-type: application/json" \
-d '{"decision_id":"dec_xxx","action":"run"}'
# Cancel before it fires
curl -sS -X DELETE "$BASE/api/loop/action/<action_id>" \
-H "Authorization: Bearer $TOKEN"
# Force a brief / wrap card now
curl -sS -X POST "$BASE/api/loop/brief" \
-H "Authorization: Bearer $TOKEN" \
-H "content-type: application/json" \
-d '{"force":true}'
# Tune preferences (intervalSec, briefTime, timezone, ...)
curl -sS -X PUT "$BASE/api/loop/preferences" \
-H "Authorization: Bearer $TOKEN" \
-H "content-type: application/json" \
-d '{"intervalSec":300,"briefTime":"08:30","wrapTime":"22:30","timezone":"Asia/Shanghai"}'
# Refresh connector probes
curl -sS "$BASE/api/loop/connectors?refresh=1" -H "Authorization: Bearer $TOKEN"From melandlabs/openloomi, Apache-2.0.
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Signals
- Stars
- 1,038
- Forks
- 45
- Open issues
- 20
- Last commit (this folder)
- Aug 16, 2026 (2 months ago)
- Last release
- Aug 31, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 0.9.0
- License
- Apache-2.0
- Repository
- github.com/melandlabs/openloomi
- Website
- openloomi.ai/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
openloomi-loop skill. Agent Mart. https://agentmart.dev/skills/melandlabs-openloomi-loop-0fb617 (last updated 2026-10-24)