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
Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the user has a complex markdown plan or specification and expresses frustration reading it, asks for a better way to navigate it, or wants an overview of a multi-file spec. Do NOT use for simple markdown rendering, README previews, or non-spec documentation viewing. --- name: spec-observer description: > Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the us Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
spec-observer is best for you, view, copy 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
Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the user has a complex markdown plan or specification and expresses frustration reading it, asks for a better way to navigate it, or wants an overview of a multi-file spec. Do NOT use for simple markdown rendering, README previews, or non-spec documentation viewing. --- name: spec-observer description: > Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the us
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Ben8t
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 4/15/2026.
Setup snapshot
git clone https://github.com/Ben8t/SpecObserver.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
Ben8t
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
2
Snippets
0
Languages
typescript
Parameters
text
┌─────────────────────────────────────────────────┐ │ [search bar] [file tabs] │ ├──────────────┬──────────────────────────────────┤ │ │ │ │ Table of │ Content Area │ │ Contents │ │ │ │ ┌─ Section (collapsible) ─────┐ │ │ • Phase 1 │ │ ## Heading │ │ │ ○ Task 1 │ │ paragraph text... │ │ │ ○ Task 2 │ │ │ │ │ • Phase 2 │ │
text
#### UI components to implement
All components are built inline in the single JSX file — no imports beyond React and lucide-react.
1. **SpecObserver (root)**
- State: active file, search query, collapsed sections set, active heading (scroll tracking)
- Renders: SearchBar, FileTabs (if multi-file), Sidebar, ContentArea, StatusBar
2. **SearchBar**
- Full-text search across all sections
- Filters the ToC and highlights matches in the content area
- Keyboard shortcut: `Cmd/Ctrl + K` to focus
3. **FileTabs**
- Only shown when multiple spec files are loaded
- Tab per file, shows filename
- Click to switch active document
4. **Sidebar (Table of Contents)**
- Nested list mirroring the heading hierarchy
- Click to scroll to section
- Active section highlighted based on scroll position
- Indentation: `h2` = root, `h3` = indented, `h4` = double-indented
- Collapsible on mobile (hamburger toggle)
5. **ContentArea**
- Renders all sections for the active file
- Each section is a `CollapsibleSection`
6. **CollapsibleSection**
- Click heading to expand/collapse
- Chevron indicator (▶ collapsed, ▼ expanded)
- Default state: `h2` expanded, `h3+` collapsed (configurable)
- Smooth height animation via CSS transition
- Nested sections collapse with their parent
7. **MermaidBlock**
- For code blocks tagged as `mermaid`
- Render using a lightweight inline SVG approach:
- Include mermaid rendering via a `<script>` tag from cdnjs (mermaid.min.js)
- Use `useEffect` to call `mermaid.run()` after mount
- Fallback: show raw mermaid source in a code block if rendering fails
8. **CodeBlock**
- Syntax-highlighted code with language label
- Light background, monospace font
- Copy button (top-right corner)
9. **MarkdownTable**
- Styled HTML table from parsed markdown tables
- Alternating row colors, sticky header
10. **Checklist**
- Visual checkboxes (read-only)
- Checked items get a striFull documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the user has a complex markdown plan or specification and expresses frustration reading it, asks for a better way to navigate it, or wants an overview of a multi-file spec. Do NOT use for simple markdown rendering, README previews, or non-spec documentation viewing. --- name: spec-observer description: > Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the us
Purpose: Turn complex, sprawling markdown spec documents into a clean, navigable React UI that makes spec-driven development less painful. Instead of scrolling through hundreds of lines of raw markdown, developers get collapsible sections, a table of contents sidebar, search, and rendered diagrams — all in a single self-contained JSX artifact.
A developer says something like:
.jsx file using the SpecObserver component patternAsk the developer which markdown files to visualize if not already provided. Read each file and store its content. If the files are in the conversation context already, use them directly — don't re-read from disk unnecessarily.
For each markdown document, extract:
#, ##, ###, etc. Each heading becomes a collapsible section. The content between two headings of the same level belongs to the preceding heading.mermaid. These will be rendered as diagrams.- [ ] or - [x] — render with visual checkbox indicators (read-only).--- YAML block, extract title, description, status, or any metadata and display it as a header card.Use the component template in references/component-architecture.md as the blueprint.
The output is a single .jsx file that the developer can view as a Claude artifact.
The generated artifact must:
┌─────────────────────────────────────────────────┐
│ [search bar] [file tabs] │
├──────────────┬──────────────────────────────────┤
│ │ │
│ Table of │ Content Area │
│ Contents │ │
│ │ ┌─ Section (collapsible) ─────┐ │
│ • Phase 1 │ │ ## Heading │ │
│ ○ Task 1 │ │ paragraph text... │ │
│ ○ Task 2 │ │ │ │
│ • Phase 2 │ │ ```mermaid │ │
│ ○ ... │ │ rendered as diagram │ │
│ │ │ ``` │ │
│ │ │ │ │
│ │ │ - [x] Done task │ │
│ │ │ - [ ] Pending task │ │
│ │ └─────────────────────────────┘ │
│ │ │
│ │ ┌─ Section (collapsed) ───────┐ │
│ │ │ ## Another heading ▶ │ │
│ │ └─────────────────────────────┘ │
│ │ │
├──────────────┴──────────────────────────────────┤
│ SpecObserver · 3 files · 24 sections │
└─────────────────────────────────────────────────┘
All components are built inline in the single JSX file — no imports beyond React and lucide-react.
SpecObserver (root)
SearchBar
Cmd/Ctrl + K to focusFileTabs
Sidebar (Table of Contents)
h2 = root, h3 = indented, h4 = double-indentedContentArea
CollapsibleSectionCollapsibleSection
h2 expanded, h3+ collapsed (configurable)MermaidBlock
mermaid<script> tag from cdnjs (mermaid.min.js)useEffect to call mermaid.run() after mountCodeBlock
MarkdownTable
Checklist
FrontmatterCard
title, status, version, authorStatusBar
Use only Tailwind utility classes — no custom CSS, no <style> tags.
Color palette (use CSS variables or hardcoded Tailwind classes):
bg-slate-50 (main), bg-white (cards/sections)bg-slate-900 with text-slate-300 — dark sidebar, light contenttext-blue-600 for links and active ToC itemsborder-slate-200bg-slate-800 text-slate-100Typography:
font-semibold, scale from text-2xl (h2) down to text-base (h4)text-sm text-slate-700 leading-relaxedfont-mono text-xsResponsive: sidebar collapses to a drawer on small screens (md: breakpoint).
Save the generated .jsx file and present it to the developer.
The file should be immediately viewable as a Claude artifact.
useEffect. Initialize with mermaid.initialize({ startOnLoad: false, theme: 'neutral' }) and then call mermaid.run() targeting the mermaid containers.<mark> tag with bg-yellow-200.IntersectionObserver on each section heading to update the active ToC item as the user scrolls.display: none for collapsed ones is fine.{
"files": [
{
"name": "spec.md",
"frontmatter": { "title": "My Project", "status": "draft" },
"sections": [
{
"id": "section-0",
"level": 2,
"title": "Overview",
"content": "Raw markdown content for this section...",
"children": [
{
"id": "section-0-0",
"level": 3,
"title": "Goals",
"content": "...",
"children": []
}
]
}
]
}
]
}
Read references/component-architecture.md for the full component template with
inline code patterns you can copy and adapt.
Read references/markdown-parser.md for the markdown-to-JSON parsing logic.
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/ben8t-specobserver/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ben8t-specobserver/contract"
curl -s "https://xpersona.co/api/v1/agents/ben8t-specobserver/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 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 | 🌟 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/ben8t-specobserver/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/ben8t-specobserver/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/ben8t-specobserver/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/ben8t-specobserver/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/ben8t-specobserver/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/ben8t-specobserver/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:28:58.696Z"
}
},
"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": "you",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "view",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "copy",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:you|supported|profile capability:view|supported|profile capability:copy|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": "Ben8t",
"href": "https://github.com/Ben8t/SpecObserver",
"sourceUrl": "https://github.com/Ben8t/SpecObserver",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T01:12:19.220Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/ben8t-specobserver/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ben8t-specobserver/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T01:12:19.220Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/Ben8t/SpecObserver",
"sourceUrl": "https://github.com/Ben8t/SpecObserver",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T01:12:19.220Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/ben8t-specobserver/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/ben8t-specobserver/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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