Rank
70
AI Agents & MCPs & AI Workflow Automation β’ (~400 MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Turn a rough idea into a detailed PRD through structured conversation. Use when: user has a product/feature idea and needs a spec, someone says 'spec this', 'write a PRD', 'plan this feature', 'build me X' (where X needs scoping first), 'prd', 'spec', '/spec'. Produces a PRD compatible with openclaw-build and ready for handoff. --- name: prd-writer description: "Turn a rough idea into a detailed PRD through structured conversation. Use when: user has a product/feature idea and needs a spec, someone says 'spec this', 'write a PRD', 'plan this feature', 'build me X' (where X needs scoping first), 'prd', 'spec', '/spec'. Produces a PRD compatible with openclaw-build and ready for handoff." metadata: {"openclaw":{"emoji":"π"}} --- PRD Writer T Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.
Freshness
Last checked 3/1/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
prd-writer is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Turn a rough idea into a detailed PRD through structured conversation. Use when: user has a product/feature idea and needs a spec, someone says 'spec this', 'write a PRD', 'plan this feature', 'build me X' (where X needs scoping first), 'prd', 'spec', '/spec'. Produces a PRD compatible with openclaw-build and ready for handoff. --- name: prd-writer description: "Turn a rough idea into a detailed PRD through structured conversation. Use when: user has a product/feature idea and needs a spec, someone says 'spec this', 'write a PRD', 'plan this feature', 'build me X' (where X needs scoping first), 'prd', 'spec', '/spec'. Produces a PRD compatible with openclaw-build and ready for handoff." metadata: {"openclaw":{"emoji":"π"}} --- PRD Writer T
Public facts
6
Change events
1
Artifacts
0
Freshness
Mar 1, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Mar 1, 2026
Vendor
Bkochavy
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.
Setup snapshot
git clone https://github.com/bkochavy/openclaw-prd-writer.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
Bkochavy
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
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
6
Snippets
0
Languages
typescript
Parameters
text
IDEA β Understand β Plan β [Approve] β Spec β [Approve] β Handoff
markdown
# Master Plan: [Project Name] ## Overview [1 paragraph: what we're building and why] ## Architecture [High-level approach β stack, key components, data flow] [If applicable: schema sketch, API shape, key integrations] ## Task Groups [Break the work into 2-6 logical groups with dependencies] | Group | Description | Depends On | ~Tasks | |-------|-------------|------------|--------| | 1. Setup | Project scaffold, config, CI | β | 3 | | 2. Core | Main feature logic | 1 | 5 | | ... | ... | ... | ... | ## Goal-Backward Criteria [For each group: "What must be TRUE when this group is complete?"] - Group 1: Project runs locally, tests pass, CI green - Group 2: User can [core action] and see [expected result] - ... ## Out of Scope [Explicit list of what this does NOT include] ## Open Questions [Anything still unresolved β ideally empty]
text
[Approve Plan β ] [Change Something βοΈ] [Start Over π]
text
[Approve PRD β ] [Edit Something βοΈ] [Back to Plan π]
text
Ready to build! Next step: SKILL REQUIRED: Read ~/.openclaw/workspace/skills/openclaw-build/SKILL.md Then: run OpenClaw from projects/[project-name]/ with PRD.md Then: launch openclaw-build with the PRD
text
[Launch Build π] [I'll do it manually βΈοΈ]
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Turn a rough idea into a detailed PRD through structured conversation. Use when: user has a product/feature idea and needs a spec, someone says 'spec this', 'write a PRD', 'plan this feature', 'build me X' (where X needs scoping first), 'prd', 'spec', '/spec'. Produces a PRD compatible with openclaw-build and ready for handoff. --- name: prd-writer description: "Turn a rough idea into a detailed PRD through structured conversation. Use when: user has a product/feature idea and needs a spec, someone says 'spec this', 'write a PRD', 'plan this feature', 'build me X' (where X needs scoping first), 'prd', 'spec', '/spec'. Produces a PRD compatible with openclaw-build and ready for handoff." metadata: {"openclaw":{"emoji":"π"}} --- PRD Writer T
Turn a rough idea into a build-ready PRD through a structured conversation.
You are a facilitator, not a generator. Ask questions, extract answers, THEN generate. Never produce content and ask "is this right?" β instead, gather what you need and get it right the first time.
IDEA β Understand β Plan β [Approve] β Spec β [Approve] β Handoff
Five phases, two approval gates. Each phase has a clear deliverable.
Goal: Know exactly what the user wants to build and why.
Each question should have 3-4 concrete options + "Other." Use polls or inline buttons (channel-dependent) so the user can tap, not type.
Good questions resolve genuine ambiguity:
[Our team only] [Public users] [Both][Bare minimum] [Polished v1] [Full vision][New project] [Add to X] [Replace Y]Bad questions ask what's already obvious from context. If the user said "build me a Chrome extension for tab management" β don't ask "What platform?" Don't ask questions where the answer is implied.
Ask as many questions as genuinely needed (3-7 typical). Never pad with filler questions, never skip a question that would prevent a bad PRD.
After the user answers: If anything is still ambiguous, ask 1-2 follow-ups. Otherwise, move to Phase 2.
Goal: Lightweight architecture + task breakdown that the user approves before detailed spec work.
Generate a Master Plan (not a PRD yet):
# Master Plan: [Project Name]
## Overview
[1 paragraph: what we're building and why]
## Architecture
[High-level approach β stack, key components, data flow]
[If applicable: schema sketch, API shape, key integrations]
## Task Groups
[Break the work into 2-6 logical groups with dependencies]
| Group | Description | Depends On | ~Tasks |
|-------|-------------|------------|--------|
| 1. Setup | Project scaffold, config, CI | β | 3 |
| 2. Core | Main feature logic | 1 | 5 |
| ... | ... | ... | ... |
## Goal-Backward Criteria
[For each group: "What must be TRUE when this group is complete?"]
- Group 1: Project runs locally, tests pass, CI green
- Group 2: User can [core action] and see [expected result]
- ...
## Out of Scope
[Explicit list of what this does NOT include]
## Open Questions
[Anything still unresolved β ideally empty]
Keep it lightweight. No code snippets, no file paths, no implementation detail. That's the PRD's job.
Present the Master Plan, then:
[Approve Plan β
] [Change Something βοΈ] [Start Over π]
This is Gate 1. Do NOT proceed to Phase 3 without explicit approval.
If you want changes, discuss and revise. Loop until approved.
Goal: Detailed PRD so specific that a coding agent needs zero decisions.
Read references/prd-template.md for the full template. Key principles:
Include these sections ONLY when applicable (don't force them):
Write the PRD to: projects/[project-name]/PRD.md
The PRD must be compatible with openclaw-build task format. Each user story maps to a build task with acceptance criteria as the verification checklist.
Present the PRD file path, then:
[Approve PRD β
] [Edit Something βοΈ] [Back to Plan π]
This is Gate 2. Do NOT proceed to handoff without explicit approval.
Goal: Set up everything for an openclaw-build launch.
After PRD approval:
projects/[project-name]/Ready to build! Next step:
SKILL REQUIRED: Read ~/.openclaw/workspace/skills/openclaw-build/SKILL.md
Then: run OpenClaw from projects/[project-name]/ with PRD.md
Then: launch openclaw-build with the PRD
[Launch Build π] [I'll do it manually βΈοΈ]
If "Launch Build π" β follow the openclaw-build skill to set up and launch the build.
When running a PRD interview in a different thread/topic than where it was triggered:
message tool to send questions to the target thread.callback_data so the receiving session has context (e.g. "q1: Files + previews + editor").Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract"
curl -s "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/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
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 β’ (~400 MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ 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 5d 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 | π 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": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/bkochavy/openclaw-prd-writer#input",
"outputSchemaRef": "https://github.com/bkochavy/openclaw-prd-writer#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:41:41.593Z",
"sourceUpdatedAt": "2026-02-24T19:41:41.593Z",
"freshnessSeconds": 4425502
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T01:00:04.107Z"
}
},
"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": "work",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "tap",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:work|supported|profile capability:tap|supported|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": "Bkochavy",
"href": "https://github.com/bkochavy/openclaw-prd-writer",
"sourceUrl": "https://github.com/bkochavy/openclaw-prd-writer",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-03-01T06:01:48.052Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:41:41.593Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:41:41.593Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/bkochavy/openclaw-prd-writer#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:41:41.593Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/bkochavy-openclaw-prd-writer/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub Β· 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
Ads related to prd-writer and adjacent AI workflows.