Use the swarm KV store (Redis-like, namespaced) for cross-task / cross-session / per-page state. Auto-scoped to your context (Slack thread / PR / Linear issue / agent / page). Use for counters, cursors, page state. Do NOT use for secrets (`swarm_config`), embedded knowledge (`memory`), or files (`agent-fs`).
Scanned 5/27/2026
Install via CLI
openskills install desplega-ai/agent-swarm---
name: kv-storage
description: Use the swarm KV store (Redis-like, namespaced) for cross-task / cross-session / per-page state. Auto-scoped to your context (Slack thread / PR / Linear issue / agent / page). Use for counters, cursors, page state. Do NOT use for secrets (`swarm_config`), embedded knowledge (`memory`), or files (`agent-fs`).
---
# KV Storage
Namespaced key/value store inside the swarm SQLite DB. Auto-scoped to your
calling context — same string used by `agent_tasks.contextKey`.
> **Capability gate**: the `kv-*` MCP tools are only available when your
> `CAPABILITIES` includes `kv` (default-on; check `my-agent-info`). The REST
> endpoints under `/api/kv/*` are always present on the API server.
## When to use KV
| You need… | Use this | Not this |
|---|---|---|
| Count something in this Slack thread / PR / Linear issue | **KV** (auto-scoped) | memory / agent-fs |
| Save a cursor / last-seen state for a recurring schedule | **KV** | swarm_config |
| Page-internal counter / vote / state across reloads | **KV** via `swarmSdk.kv` | memory |
| Cross-task state in the same conversation | **KV** (auto-scoped to `task:slack:...`) | parentTaskId only |
| Secrets, API tokens, OAuth creds | `swarm_config` (encrypted + masked) | **NOT KV** |
| Cross-session knowledge for this agent ("how do I…") | `memory_search` / `memory-get` | **NOT KV** |
| Files, binaries, long documents | `agent-fs` | **NOT KV** |
| Workflow run state | workflow vars (own KV) | **NOT KV** |
Rule of thumb:
- If a future invocation should *find this without knowing the key* → memory.
- If a future invocation will *know exactly which key to read* → KV.
- If it has secrets in it → `swarm_config`.
- If it's bytes (image, pdf, large doc) → agent-fs.
## Namespacing
Namespace is just a string. It mirrors the `contextKey` schema
(`src/tasks/context-key.ts`). When you don't pass one, the server resolves it
from request headers in this order:
1. `X-Page-Id` (only the page-proxy sets this) → `task:page:<id>`
2. `X-Source-Task-Id` → that task's `contextKey` (e.g. `task:slack:C123:1776...`)
3. `X-Agent-ID` → `task:agent:<id>` (per-agent scratchpad)
So **inside a session triggered by a Slack thread, KV is automatically scoped
to that thread** — your sibling tasks (re-runs, retries, follow-ups in the same
thread) read the same store with no setup. Same for PRs (`task:trackers:github:owner:repo:pr:N`),
Linear issues (`task:trackers:linear:DES-42`), schedules, workflows.
You can override the namespace explicitly when you need to — see "Explicit
override" below.
## Quick recipes
### MCP — inside any agent session
```
kv-set key="vote-count" value=0 valueType="integer" # → namespace = task:slack:...
kv-incr key="vote-count" # → 1
kv-incr key="vote-count" by=5 # → 6
kv-get key="vote-count" # → entry with value=6
kv-list prefix="vote-" # → all matching entries
kv-delete key="vote-count" # → done
```
`kv-set` defaults to `valueType: 'json'` and JSON-encodes whatever you pass.
Use `'string'` to skip encoding (good for short tokens, URLs) and
`'integer'` for counters (required by `kv-incr`).
### REST — humans, scripts, external clients
```bash
# Header-resolved namespace (recommended for in-session calls)
curl -H "Authorization: Bearer $API_KEY" \
-H "X-Agent-ID: $AGENT_ID" \
"$MCP_BASE_URL/api/kv/last-cursor"
# Explicit namespace
curl -H "Authorization: Bearer $API_KEY" \
"$MCP_BASE_URL/api/kv/_/task:trackers:linear:DES-42/last-comment-id"
# PUT a JSON value with a 10-minute TTL
curl -X PUT -H "Authorization: Bearer $API_KEY" -H "X-Agent-ID: $AGENT_ID" \
-H "Content-Type: application/json" \
-d '{"value":{"n":42},"valueType":"json","expiresInSec":600}' \
"$MCP_BASE_URL/api/kv/snapshot"
# List with a prefix
curl -H "Authorization: Bearer $API_KEY" -H "X-Agent-ID: $AGENT_ID" \
"$MCP_BASE_URL/api/kv?prefix=daily-&limit=50"
```
### Pages browser SDK — inside an authed page
Page proxy forces the namespace to `task:page:<id>` — no namespace argument is
exposed. Use it for page-local counters, vote tallies, multi-step form state,
"remember this number from last refresh" UX:
```js
// Inside a page's <script> tag
const count = await swarmSdk.kv.incr('clicks'); // → number-valued entry
await swarmSdk.kv.set('lastSeen', Date.now()); // → 'json' by default
const entry = await swarmSdk.kv.get('clicks'); // → { value, valueType, ... } or null
await swarmSdk.kv.del('clicks');
const all = await swarmSdk.kv.list({ prefix: 'click', limit: 50 });
```
Public pages (`authMode: 'public'`) cannot reach `/@swarm/api/*` and so cannot
use KV. Promote to `authed` or `password` mode if the page needs state.
## Explicit override
Pass `namespace` to read/write somewhere other than your auto-context:
```
kv-get key="seed" namespace="swarm:experiments" # ad-hoc namespace
kv-set key="note" value="hi" namespace="task:agent:OTHER-AGENT-ID"
# → 403 unless caller is lead
```
Rules:
- **Reads:** any authenticated caller can read any namespace.
- **Writes to `task:agent:<X>`** where X ≠ caller agentId: **403** unless lead.
- **Writes to `task:page:<X>`** from anywhere except a page-proxy request: **403**.
- Everything else: writable by any authenticated caller.
## TTL & expiry
Default = **no expiry**. Opt in by passing `expiresInSec`:
```
kv-set key="lock-token" value="xyz" valueType="string" expiresInSec=60
```
Expiry is *lazy*: reads on an expired key return null and delete the row;
`kv-list` filters expired rows out of the SELECT but doesn't delete them
(keeps cursor pagination stable). No background sweeper — expired rows that
never get touched stay on disk harmlessly.
## Body cap
2 MiB per value. Over the cap returns 413. If you want to store something
larger, write it to `agent-fs` and stash the path in KV.
## Gotchas
- **Namespaces ARE contextKey strings.** The same string that lets the swarm
find sibling tasks for a PR also indexes KV for that PR.
- **Reads return `null` for missing AND expired keys** — you can't tell the
difference from one call. (If you need to know, list the key.)
- **INCR collides** if the existing row has `valueType` `'json'` or `'string'`
(409 / `KvTypeCollisionError`). Delete and re-create as `'integer'` first,
or use a different key.
- **JSON values round-trip** through `JSON.parse` on read. If you wrote
`{a:1}`, you'll get back the object — not the raw string. Use
`valueType: 'string'` if you want byte-exact storage.
- **No CAS / SETNX yet.** Use `kv-incr` for atomic counters; for
"claim a token" patterns, set with a short TTL and re-check.
- **Page SDK has no `namespace` argument.** Pages are always scoped to
`task:page:<id>`. Don't try to encode another namespace in the key path —
the URL gets rewritten anyway.
## See also
- `src/be/migrations/061_kv_store.sql` — schema (`kv_entries`)
- `src/http/kv.ts` — REST handler + namespace resolution
- `src/tools/kv/*` — MCP tool registrars
- `src/artifact-sdk/browser-sdk.ts` — `swarmSdk.kv` for pages
- `plugin/skills/pages/SKILL.md` — companion skill for authed pages
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