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
Summarize today's git commits as a narrative story with parallel agent analysis. Invoked with /sumgit. Deploys Explore agents to analyze workstreams and tell the story of your day's work. --- name: sumgit description: | Summarize today's git commits as a narrative story with parallel agent analysis. Invoked with /sumgit. Deploys Explore agents to analyze workstreams and tell the story of your day's work. allowed-tools: Bash(git:*), Task, Read, Grep, Glob --- sumgit - Daily Git Story Tell the story of today's git commits by deploying parallel Explore agents to analyze different workstreams and synthesi Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
sumgit 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
Summarize today's git commits as a narrative story with parallel agent analysis. Invoked with /sumgit. Deploys Explore agents to analyze workstreams and tell the story of your day's work. --- name: sumgit description: | Summarize today's git commits as a narrative story with parallel agent analysis. Invoked with /sumgit. Deploys Explore agents to analyze workstreams and tell the story of your day's work. allowed-tools: Bash(git:*), Task, Read, Grep, Glob --- sumgit - Daily Git Story Tell the story of today's git commits by deploying parallel Explore agents to analyze different workstreams and synthesi
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Lofimichael
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Unpublished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. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/lofimichael/sumgit.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
Lofimichael
Protocol compatibility
OpenClaw
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
5
Snippets
0
Languages
typescript
Parameters
bash
# Get commit count git log --since="midnight" --oneline | wc -l # Get detailed commit info with files git log --since="midnight" --format="%H|%s|%an|%ai" --name-only # Get statistics git log --since="midnight" --stat --oneline
text
Analyze the [WORKSTREAM] changes in this repository from today's commits. Files changed in this workstream: [LIST OF FILES] Commits in this workstream: [COMMIT MESSAGES] Please: 1. Read the key files that were modified 2. Understand what changed and why 3. Identify patterns, decisions, and impact 4. Note any new components, bug fixes, or improvements 5. Summarize in 2-3 bullet points with technical specifics Focus on the "what" and "why" of changes, not line-by-line diffs.
markdown
# The Complete Day: [Month Day, Year] [N] Commits Across [M] Major Workstreams --- ## [Workstream Emoji] Workstream 1: [Title] [N commits description of this area] ### [Subheading if needed] - Specific change with technical detail - Another change with context - Impact or improvement noted --- ## [Workstream Emoji] Workstream 2: [Title] [Continue pattern...] --- ## Day Summary | Metric | Value | |------------------|--------------------------| | Total commits | N | | Files modified | N+ | | New components | N (list if applicable) | | Bugs squashed | N | ## Themes of the Day 1. **[Theme Name]**: [One-sentence description] 2. **[Theme Name]**: [One-sentence description] 3. **[Theme Name]**: [One-sentence description] [Celebratory closing line acknowledging the work done]
text
No commits yet today! Last commit was [X hours/days] ago: "[commit message]" Time to write some code!
text
# Today: [Date] 1 commit today: ## [Commit message] [Brief description of what changed] Files: [list]
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Summarize today's git commits as a narrative story with parallel agent analysis. Invoked with /sumgit. Deploys Explore agents to analyze workstreams and tell the story of your day's work. --- name: sumgit description: | Summarize today's git commits as a narrative story with parallel agent analysis. Invoked with /sumgit. Deploys Explore agents to analyze workstreams and tell the story of your day's work. allowed-tools: Bash(git:*), Task, Read, Grep, Glob --- sumgit - Daily Git Story Tell the story of today's git commits by deploying parallel Explore agents to analyze different workstreams and synthesi
Tell the story of today's git commits by deploying parallel Explore agents to analyze different workstreams and synthesize a narrative summary.
Run these git commands to understand today's work:
# Get commit count
git log --since="midnight" --oneline | wc -l
# Get detailed commit info with files
git log --since="midnight" --format="%H|%s|%an|%ai" --name-only
# Get statistics
git log --since="midnight" --stat --oneline
Count total commits. If zero commits today, show a friendly message: "No commits today yet! Last commit was on [date]. Time to ship some code!"
If only 1-2 commits, provide a simple summary without deploying agents.
Analyze commits to identify 2-4 distinct workstreams by:
File path patterns: Group files by directory structure
src/components/ -> UI Componentssrc/api/ or api/ -> API/Backendtests/ or *.test.* -> Testingdocs/ or *.md -> Documentationsrc/auth/ or *auth* -> Authenticationstyles/ or *.css -> StylingCommit message themes: Look for prefixes and keywords
fix:, bug, patch -> Bug Fixesfeat:, add, new -> New Featuresrefactor:, clean -> Refactoringdocs:, readme -> Documentationtest:, spec -> Testingstyle:, ui, css -> UI/StylingRelated functionality: Group commits that touch similar areas
Name each workstream with a descriptive title and assign an emoji:
Launch up to 3 Explore agents simultaneously using the Task tool with subagent_type="Explore". Each agent analyzes one workstream.
Agent prompt template:
Analyze the [WORKSTREAM] changes in this repository from today's commits.
Files changed in this workstream:
[LIST OF FILES]
Commits in this workstream:
[COMMIT MESSAGES]
Please:
1. Read the key files that were modified
2. Understand what changed and why
3. Identify patterns, decisions, and impact
4. Note any new components, bug fixes, or improvements
5. Summarize in 2-3 bullet points with technical specifics
Focus on the "what" and "why" of changes, not line-by-line diffs.
Deploy agents in a SINGLE message with multiple Task tool calls to run them in parallel. Wait for all agents to complete.
Combine agent findings into a cohesive story using this structure:
# The Complete Day: [Month Day, Year]
[N] Commits Across [M] Major Workstreams
---
## [Workstream Emoji] Workstream 1: [Title]
[N commits description of this area]
### [Subheading if needed]
- Specific change with technical detail
- Another change with context
- Impact or improvement noted
---
## [Workstream Emoji] Workstream 2: [Title]
[Continue pattern...]
---
## Day Summary
| Metric | Value |
|------------------|--------------------------|
| Total commits | N |
| Files modified | N+ |
| New components | N (list if applicable) |
| Bugs squashed | N |
## Themes of the Day
1. **[Theme Name]**: [One-sentence description]
2. **[Theme Name]**: [One-sentence description]
3. **[Theme Name]**: [One-sentence description]
[Celebratory closing line acknowledging the work done]
No commits yet today!
Last commit was [X hours/days] ago: "[commit message]"
Time to write some code!
Provide a simple summary without deploying agents:
# Today: [Date]
1 commit today:
## [Commit message]
[Brief description of what changed]
Files: [list]
Group at a higher level, focusing on major themes rather than individual changes. Limit to 4 workstreams maximum to keep the narrative digestible.
See examples/sample-output.md for a complete example.
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/lofimichael-sumgit/snapshot"
curl -s "https://xpersona.co/api/v1/agents/lofimichael-sumgit/contract"
curl -s "https://xpersona.co/api/v1/agents/lofimichael-sumgit/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/lofimichael-sumgit/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/lofimichael-sumgit/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/lofimichael-sumgit/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/lofimichael-sumgit/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/lofimichael-sumgit/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/lofimichael-sumgit/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T01:38:16.820Z"
}
},
"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": "Lofimichael",
"href": "https://github.com/lofimichael/sumgit",
"sourceUrl": "https://github.com/lofimichael/sumgit",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T04:13:17.617Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/lofimichael-sumgit/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/lofimichael-sumgit/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T04:13:17.617Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/lofimichael-sumgit/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/lofimichael-sumgit/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
Ads related to sumgit and adjacent AI workflows.