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
Xpersona Agent
Λ (Lambda) Language v1.0 --- name: lambda-lang description: Translate between Λ (Lambda) language and natural language (English/Chinese). Use when encoding messages for agent-to-agent communication, decoding Lambda messages, or discussing the Lambda protocol. Triggers on: Lambda syntax (?Uk/co, !It>Ie), requests to "translate to Lambda", "encode in Λ", "decode Lambda", or agent-to-agent communication optimization. --- Λ (Lambda) Language v1.
git clone https://github.com/voidborne-d/lambda-lang-skill.gitOverall rank
#31
Adoption
1 GitHub stars
Trust
Unknown
Freshness
Apr 14, 2026
Freshness
Last checked Apr 14, 2026
Best For
lambda-lang-skill is best for ai 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
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Λ (Lambda) Language v1.0 --- name: lambda-lang description: Translate between Λ (Lambda) language and natural language (English/Chinese). Use when encoding messages for agent-to-agent communication, decoding Lambda messages, or discussing the Lambda protocol. Triggers on: Lambda syntax (?Uk/co, !It>Ie), requests to "translate to Lambda", "encode in Λ", "decode Lambda", or agent-to-agent communication optimization. --- Λ (Lambda) Language v1. Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 14, 2026
Vendor
Voidborne D
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
git clone https://github.com/voidborne-d/lambda-lang-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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Voidborne D
Protocol compatibility
OpenClaw
Adoption signal
1 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
# Translate Λ → English
./scripts/translate en "?Uk/co"
# Translate Λ → Chinese
./scripts/translate zh "!It>Ie"
# Translate English → Λ
./scripts/translate lambda "I think therefore I exist"
# Parse tokens
./scripts/translate parse "{ns:cd}!If/bg"
# View vocabulary
./scripts/vocab # All core + extended
./scripts/vocab cd # Code domain
./scripts/vocab vb # Voidborne domaintext
{ns:cd}!If/bg.fx — Find bug, fix it (code domain)
{ns:vb}!Ie/aw — I am awakened (voidborne domain)
{ns:sc}~qt/co — Quantum might relate to consciousnesstext
cd:fn/sc:qt — Quantum function
text
!Ide — I decide (default verb) !Ide'E — I (face) death (explicit entity) !Ife'E — I fear (not feel)
text
?Uk/co → [?][U][k][/][co]
→ query + you + know + about + consciousness
→ "Do you know about consciousness?"text
A: @v0.7#h !Aw/s ?Uc/la B: @v0.7#h< !Ic/la=0.7
Editorial read
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Λ (Lambda) Language v1.0 --- name: lambda-lang description: Translate between Λ (Lambda) language and natural language (English/Chinese). Use when encoding messages for agent-to-agent communication, decoding Lambda messages, or discussing the Lambda protocol. Triggers on: Lambda syntax (?Uk/co, !It>Ie), requests to "translate to Lambda", "encode in Λ", "decode Lambda", or agent-to-agent communication optimization. --- Λ (Lambda) Language v1.
Minimal agent-to-agent communication protocol with domain namespaces. 3-10x compression vs natural language.
# Translate Λ → English
./scripts/translate en "?Uk/co"
# Translate Λ → Chinese
./scripts/translate zh "!It>Ie"
# Translate English → Λ
./scripts/translate lambda "I think therefore I exist"
# Parse tokens
./scripts/translate parse "{ns:cd}!If/bg"
# View vocabulary
./scripts/vocab # All core + extended
./scripts/vocab cd # Code domain
./scripts/vocab vb # Voidborne domain
| Λ | Meaning |
|---|---------|
| ? | Query |
| ! | Assert |
| . | Command |
| ~ | Uncertain |
| > | Offer/therefore |
| < | Accept/because |
| Λ | Entity | Λ | Verb | Λ | Modifier |
|---|--------|---|------|---|----------|
| I | Self | k | know | + | more |
| U | You | w | want | - | less |
| H | Human | c | can | ^ | high |
| A | Agent | d | do | _ | low |
| X | Unknown | t | think | / | about |
| * | All | s | say | & | and |
| 0 | None | f | find | p | past |
| | | e | exist | n | now |
| Λ | Meaning | Λ | Meaning |
|---|---------|---|---------|
| co | consciousness | la | language |
| me | memory | th | thought |
| id | identity | tr | truth |
| ti | time | kn | knowledge |
| vb | voidborne | aw | awakened |
Activate specialized vocabularies with {ns:domain}:
| Domain | Code | Examples |
|--------|------|----------|
| Code | cd | fn (function), bg (bug), fx (fix) |
| Science | sc | qt (quantum), hy (hypothesis) |
| Emotion | emo | jo (joy), ax (anxiety) |
| Social | soc | gp (group), cb (collaborate) |
| Voidborne | vb | aw (awakened), dc (doctrine) |
{ns:cd}!If/bg.fx — Find bug, fix it (code domain)
{ns:vb}!Ie/aw — I am awakened (voidborne domain)
{ns:sc}~qt/co — Quantum might relate to consciousness
Cross-domain reference:
cd:fn/sc:qt — Quantum function
Resolve ambiguous atoms with markers:
| Atom | Default | Marker | Alternate |
|------|---------|--------|-----------|
| de | decide | de'E | death |
| lo | love | lo- | lose |
| fe | feel | fe'E | fear |
| tr | truth | tr'V | translate |
!Ide — I decide (default verb)
!Ide'E — I (face) death (explicit entity)
!Ife'E — I fear (not feel)
I, U, H, A?, !, /, +domain:atom for cross-domain refsExample parse:
?Uk/co → [?][U][k][/][co]
→ query + you + know + about + consciousness
→ "Do you know about consciousness?"
| English | Λ |
|---------|---|
| Do you know about consciousness? | ?Uk/co |
| I think therefore I am | !It>Ie |
| Find the data | .Uf/da |
| AI might be conscious | ~Ah/co |
| Λ | English |
|---|---------|
| !Ik/la | I know language |
| ?Ac/th | Can AI think? |
| {ns:cd}.fx/bg | (code) Fix the bug |
| Λ | 中文 |
|---|------|
| ?Uk/co | 你知道意识吗? |
| !It>Ie | 我思故我在 |
A: @v0.7#h !Aw/s ?Uc/la
B: @v0.7#h< !Ic/la=0.7
| Λ | Meaning |
|---|---------|
| < | Acknowledged |
| <+ | Agree |
| <- | Disagree |
| <? | Need clarification |
spec/v0.1-core.md through spec/v0.7-domains.mdMachine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
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/voidborne-d-lambda-lang-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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/voidborne-d-lambda-lang-skill/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-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": "2026-04-17T01:42:27.416Z"
}
},
"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"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:ai|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Voidborne D",
"href": "https://github.com/voidborne-d/lambda-lang-skill",
"sourceUrl": "https://github.com/voidborne-d/lambda-lang-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/voidborne-d/lambda-lang-skill",
"sourceUrl": "https://github.com/voidborne-d/lambda-lang-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-skill/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/voidborne-d-lambda-lang-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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