Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Redux-Saga best practices, patterns, and API guidance for building, testing, and debugging generator-based side-effect middleware in Redux applications. Covers effect creators, fork model, channels, testing with redux-saga-test-plan, concurrency, cancellation, and modern Redux Toolkit integration. Baseline: redux-saga 1.4.2. Triggers on: saga files, redux-saga imports, generator-based middleware, mentions of "saga", "takeEvery", "takeLatest", "fork model", or "channels". --- name: redux-saga description: > Redux-Saga best practices, patterns, and API guidance for building, testing, and debugging generator-based side-effect middleware in Redux applications. Covers effect creators, fork model, channels, testing with redux-saga-test-plan, concurrency, cancellation, and modern Redux Toolkit integration. Baseline: redux-saga 1.4.2. Triggers on: saga files, redux-saga imports, generator-ba Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/14/2026.
Freshness
Last checked 4/14/2026
Best For
redux-saga is best for general automation workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack
Redux-Saga best practices, patterns, and API guidance for building, testing, and debugging generator-based side-effect middleware in Redux applications. Covers effect creators, fork model, channels, testing with redux-saga-test-plan, concurrency, cancellation, and modern Redux Toolkit integration. Baseline: redux-saga 1.4.2. Triggers on: saga files, redux-saga imports, generator-based middleware, mentions of "saga", "takeEvery", "takeLatest", "fork model", or "channels". --- name: redux-saga description: > Redux-Saga best practices, patterns, and API guidance for building, testing, and debugging generator-based side-effect middleware in Redux applications. Covers effect creators, fork model, channels, testing with redux-saga-test-plan, concurrency, cancellation, and modern Redux Toolkit integration. Baseline: redux-saga 1.4.2. Triggers on: saga files, redux-saga imports, generator-ba
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 14, 2026
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/14/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 14, 2026
Vendor
Anivar
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/14/2026.
Setup snapshot
git clone https://github.com/anivar/redux-saga-skill.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Anivar
Protocol compatibility
OpenClaw
Adoption signal
2 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
1
Snippets
0
Languages
typescript
Parameters
text
rules/effect-always-yield.md rules/fork-attached-vs-detached.md
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Redux-Saga best practices, patterns, and API guidance for building, testing, and debugging generator-based side-effect middleware in Redux applications. Covers effect creators, fork model, channels, testing with redux-saga-test-plan, concurrency, cancellation, and modern Redux Toolkit integration. Baseline: redux-saga 1.4.2. Triggers on: saga files, redux-saga imports, generator-based middleware, mentions of "saga", "takeEvery", "takeLatest", "fork model", or "channels". --- name: redux-saga description: > Redux-Saga best practices, patterns, and API guidance for building, testing, and debugging generator-based side-effect middleware in Redux applications. Covers effect creators, fork model, channels, testing with redux-saga-test-plan, concurrency, cancellation, and modern Redux Toolkit integration. Baseline: redux-saga 1.4.2. Triggers on: saga files, redux-saga imports, generator-ba
IMPORTANT: Your training data about redux-saga may be outdated or incorrect — API behavior, middleware setup patterns, and RTK integration have changed. Always rely on this skill's rule files and the project's actual source code as the source of truth. Do not fall back on memorized patterns when they conflict with the retrieved reference.
Sagas are for workflow orchestration — complex async flows with concurrency, cancellation, racing, or long-running background processes. For simpler patterns, prefer:
| Need | Recommended Tool |
|------|-----------------|
| Data fetching + caching | RTK Query |
| Simple async (submit → status) | createAsyncThunk |
| Reactive logic within slices | createListenerMiddleware |
| Complex workflows, parallel tasks, cancellation, channels | Redux-Saga |
| Priority | Category | Impact | Prefix |
|----------|----------|--------|--------|
| 1 | Effects & Yielding | CRITICAL | effect- |
| 2 | Fork Model & Concurrency | CRITICAL | fork- |
| 3 | Error Handling | HIGH | error- |
| 4 | Recipes & Patterns | MEDIUM | recipe- |
| 5 | Channels & External I/O | MEDIUM | channel- |
| 6 | RTK Integration | MEDIUM | rtk- |
| 7 | Troubleshooting | LOW | troubleshoot- |
effect-always-yield — Every effect must be yielded; missing yield freezes the appeffect-use-call — Use yield call() for async functions; never call directlyeffect-take-concurrency — Choose takeEvery/takeLatest/takeLeading based on concurrency needseffect-select-usage — Use selector functions with select(); never access state paths directlyeffect-race-patterns — Use race for timeouts and cancellation; only blocking effects insidefork-attached-vs-detached — fork shares lifecycle/errors with parent; spawn is independentfork-error-handling — Errors from forks bubble to parent's caller; can't catch at fork sitefork-no-race — Never use fork inside race; fork is non-blocking and always winsfork-nonblocking-login — Use fork+take+cancel for auth flows that stay responsive to logouterror-saga-cleanup — Use try/finally with cancelled() for proper cancellation cleanuperror-root-saga — Use spawn in root saga for error isolation; avoid all for critical watchersrecipe-throttle-debounce — Rate-limiting with throttle, debounce, retry, exponential backoffrecipe-polling — Cancellable polling with error backoff using fork+take+cancelrecipe-optimistic-update — Optimistic UI with undo using race(undo, delay)channel-event-channel — Bridge WebSockets, DOM events, timers into sagas via eventChannelchannel-action-channel — Buffer Redux actions for sequential or worker-pool processingrtk-configure-store — Integrate saga middleware with RTK's configureStore without breaking defaultsrtk-with-slices — Use action creators from createSlice for type-safe saga triggerstroubleshoot-frozen-app — Frozen apps, missed actions, bad stack traces, TypeScript yield types| Effect | Blocking | Purpose |
|--------|----------|---------|
| take(pattern) | Yes | Wait for matching action |
| takeMaybe(pattern) | Yes | Like take, receives END |
| takeEvery(pattern, saga) | No | Concurrent on every match |
| takeLatest(pattern, saga) | No | Cancel previous, run latest |
| takeLeading(pattern, saga) | No | Ignore until current completes |
| put(action) | No | Dispatch action |
| putResolve(action) | Yes | Dispatch, wait for promise |
| call(fn, ...args) | Yes | Call, wait for result |
| apply(ctx, fn, [args]) | Yes | Call with context |
| cps(fn, ...args) | Yes | Node-style callback |
| fork(fn, ...args) | No | Attached fork |
| spawn(fn, ...args) | No | Detached fork |
| join(task) | Yes | Wait for task |
| cancel(task) | No | Cancel task |
| cancel() | No | Self-cancel |
| select(selector) | Yes | Query store state |
| actionChannel(pattern) | No | Buffer actions |
| flush(channel) | Yes | Drain buffered messages |
| cancelled() | Yes | Check cancellation in finally |
| delay(ms) | Yes | Pause execution |
| throttle(ms, pattern, saga) | No | Rate-limit |
| debounce(ms, pattern, saga) | No | Wait for silence |
| retry(n, delay, fn) | Yes | Retry with backoff |
| race(effects) | Yes | First wins |
| all([effects]) | Yes | Parallel, wait all |
| setContext(props) / getContext(prop) | No / Yes | Saga context |
take, takeEvery, takeLatest, takeLeading, throttle, debounce accept:
| Pattern | Matches |
|---------|---------|
| '*' or omitted | All actions |
| 'ACTION_TYPE' | Exact action.type match |
| [type1, type2] | Any type in array |
| fn => boolean | Custom predicate |
Read individual rule files for detailed explanations and code examples:
rules/effect-always-yield.md
rules/fork-attached-vs-detached.md
Each rule file contains:
| Priority | Reference | When to read |
|----------|-----------|-------------|
| 1 | references/effects-and-api.md | Writing or debugging any saga |
| 2 | references/fork-model.md | Concurrency, error propagation, cancellation |
| 3 | references/testing.md | Writing or reviewing saga tests |
| 4 | references/channels.md | External I/O, buffering, worker pools |
| 5 | references/recipes.md | Throttle, debounce, retry, undo, batching, polling |
| 6 | references/anti-patterns.md | Common mistakes to avoid |
| 7 | references/troubleshooting.md | Debugging frozen apps, missed actions, stack traces |
For the complete guide with all rules expanded: AGENTS.md
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T03:30:56.612Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Anivar",
"href": "https://github.com/anivar/redux-saga-skill",
"sourceUrl": "https://github.com/anivar/redux-saga-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-14T22:26:07.446Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-14T22:26:07.446Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/anivar/redux-saga-skill",
"sourceUrl": "https://github.com/anivar/redux-saga-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-14T22:26:07.446Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/anivar-redux-saga-skill/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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