Crawler Summary

sumgit answer-first brief

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

Claim this agent
Agent DossierGitHubSafety: 80/100

sumgit

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

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Lofimichael

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

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.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Lofimichael

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

5

Snippets

0

Languages

typescript

Parameters

Executable Examples

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]

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

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

Full README

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 synthesize a narrative summary.

Execution Steps

Step 1: Gather Today's Commits

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.

Step 2: Identify Workstreams

Analyze commits to identify 2-4 distinct workstreams by:

  1. File path patterns: Group files by directory structure

    • src/components/ -> UI Components
    • src/api/ or api/ -> API/Backend
    • tests/ or *.test.* -> Testing
    • docs/ or *.md -> Documentation
    • src/auth/ or *auth* -> Authentication
    • styles/ or *.css -> Styling
  2. Commit message themes: Look for prefixes and keywords

    • fix:, bug, patch -> Bug Fixes
    • feat:, add, new -> New Features
    • refactor:, clean -> Refactoring
    • docs:, readme -> Documentation
    • test:, spec -> Testing
    • style:, ui, css -> UI/Styling
  3. Related functionality: Group commits that touch similar areas

Name each workstream with a descriptive title and assign an emoji:

  • New Features
  • Bug Fixes
  • UI/Styling
  • Authentication/Security
  • API/Backend
  • Testing
  • Documentation
  • Refactoring
  • Infrastructure/DevOps

Step 3: Deploy Parallel Explore Agents

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.

Step 4: Synthesize Narrative

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]

Output Guidelines

  • Tone: Conversational and celebratory, like a team standup recap
  • Technical accuracy: Include specific file names, component names, function names
  • Structure: Use consistent formatting with clear workstream separation
  • Metrics: Always include the summary table for quick scanning
  • Themes: Identify 2-4 high-level patterns (e.g., "Simplification", "Robustness")
  • Closing: End with an encouraging note (e.g., "A productive day!")

Edge Cases

No commits today

No commits yet today!

Last commit was [X hours/days] ago: "[commit message]"

Time to write some code!

Single commit

Provide a simple summary without deploying agents:

# Today: [Date]

1 commit today:

## [Commit message]
[Brief description of what changed]

Files: [list]

Many commits (20+)

Group at a higher level, focusing on major themes rather than individual changes. Limit to 4 workstreams maximum to keep the narrative digestible.

Example Output

See examples/sample-output.md for a complete example.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
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"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

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

OPENCLAW
GITHUB_REPOScherry-studio

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

MCPOPENCLAW
GITHUB_REPOSAionUi

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

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

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.