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
Build a self-contained persistent context system (atlas) for any repository. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs for a codebase. Also use when asked to "map this repo", "document this codebase", or "create context docs". --- name: repo-atlas description: Build a self-contained persistent context system (atlas) for any repository. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs for a codebase. Also use when asked to "map this repo", "document this codebase", or "create context docs". --- Repo Atlas Build an in-repo persistent context system so engineers an Capability contract not published. No trust telemetry is available yet. 20 GitHub stars reported by the source. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
repo-atlas is best for understand 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
Build a self-contained persistent context system (atlas) for any repository. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs for a codebase. Also use when asked to "map this repo", "document this codebase", or "create context docs". --- name: repo-atlas description: Build a self-contained persistent context system (atlas) for any repository. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs for a codebase. Also use when asked to "map this repo", "document this codebase", or "create context docs". --- Repo Atlas Build an in-repo persistent context system so engineers an
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. 20 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Cathrynlavery
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Unpublished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. 20 GitHub stars reported by the source. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/cathrynlavery/repo-atlas.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
Cathrynlavery
Protocol compatibility
OpenClaw
Adoption signal
20 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
5
Snippets
0
Languages
typescript
Parameters
markdown
## Where to Look for X | Task | Start Here | |------|-----------| | Fix [domain concept] | `path/to/file.ext` |
markdown
## Danger Zones | File/Area | Why It's Fragile | |-----------|-----------------| | `path/to/file` | Reason |
markdown
## Atlas — Persistent Context System The `docs/atlas/` folder contains structured documentation for fast codebase onboarding. ### Agent Workflow **Agent A (Plan + Execute)**: 1. Load `docs/atlas/repo-map.md` for orientation 2. Load the domain-specific atlas doc for your task 3. Read source files only after the atlas narrows your search 4. Implement changes following the patterns in the atlas **Agent B (Verify)**: 1. Review diffs against `docs/atlas/06_GOTCHAS.md` 2. Verify changes match the flow described in `03_CRITICAL_FLOWS.md` 3. Confirm tests pass per `07_TEST_MATRIX.md` 4. Check state consistency against `04_STATE_SOURCES_OF_TRUTH.md` ### Working Rules - **Analysis first**: Read the relevant atlas docs before writing code - **Verify behavior**: After changes, confirm critical flows still work - **No test-cheating**: Tests must pass because the code is correct - **Update atlas**: If changes alter architecture/flows/state, update the relevant doc - **Regenerate**: Run `make atlas-generate` after structural changes
makefile
atlas-generate: python3 scripts/atlas/generate_atlas.py --write atlas-check: python3 scripts/atlas/generate_atlas.py --check
json
"atlas:generate": "python3 scripts/atlas/generate_atlas.py --write", "atlas:check": "python3 scripts/atlas/generate_atlas.py --check"
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Build a self-contained persistent context system (atlas) for any repository. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs for a codebase. Also use when asked to "map this repo", "document this codebase", or "create context docs". --- name: repo-atlas description: Build a self-contained persistent context system (atlas) for any repository. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs for a codebase. Also use when asked to "map this repo", "document this codebase", or "create context docs". --- Repo Atlas Build an in-repo persistent context system so engineers an
Build an in-repo persistent context system so engineers and LLM agents can understand any codebase quickly with minimal searching.
Before writing anything, understand the repo:
Copy scripts/generate_atlas.py (bundled with this skill) to the repo at scripts/atlas/generate_atlas.py. Then customize and run it:
IGNORE_NAMES — add repo-specific directory names to ignore (exact segment match)TREE_ANNOTATIONS — add short descriptions for key directoriesENTRYPOINT_NAMES — add framework-specific entry filenamesENTRYPOINT_PATH_PATTERNS — add path-based patterns (fnmatch style, e.g., cmd/*/main.go)ENTRYPOINT_CONTENT_MARKERS — add code markers that identify entry pointsCONVENTIONAL_COMMITS — adjust if repo uses different commit conventionsCHANGELOG_DAYS — change the changelog lookback window (default: 14)python3 scripts/atlas/generate_atlas.py --writeThis auto-generates:
docs/atlas/repo-map.md — directory tree + entrypoints + file statsdocs/atlas/08_CHANGELOG_LAST_14_DAYS.md — categorized recent commitsAfter the script generates the skeleton, manually add these sections to repo-map.md:
Router Table — "Where to look for X" (10-15 rows):
## Where to Look for X
| Task | Start Here |
|------|-----------|
| Fix [domain concept] | `path/to/file.ext` |
Map the top 10-15 tasks someone would do in this repo to specific files.
Danger Zones — fragile files/areas:
## Danger Zones
| File/Area | Why It's Fragile |
|-----------|-----------------|
| `path/to/file` | Reason |
Create docs/atlas/ with these files. See references/atlas-templates.md for structure guidance on each.
| File | Content Source |
|------|--------------|
| 00_README.md | How to use the atlas + agent workflow conventions |
| 01_ARCHITECTURE.md | Read entrypoints, DI setup, module boundaries |
| 02_DOMAIN_MODEL.md | Read models/types, identify state machines |
| 03_CRITICAL_FLOWS.md | Trace top 3-5 user flows through the code |
| 04_STATE_SOURCES_OF_TRUTH.md | Identify all state stores (DB, cache, files, memory) |
| 05_EXTERNAL_DEPENDENCIES.md | Read package manifests + integration code |
| 06_GOTCHAS.md | Look for race conditions, init ordering, fragile patterns |
| 07_TEST_MATRIX.md | Read test configs, describe how to run tests |
Each doc should be 50-150 lines with real paths, real code references, and real gotchas from the codebase. Not generic advice.
Add an atlas section to the repo's CLAUDE.md (or create one). Include:
## Atlas — Persistent Context System
The `docs/atlas/` folder contains structured documentation for fast codebase onboarding.
### Agent Workflow
**Agent A (Plan + Execute)**:
1. Load `docs/atlas/repo-map.md` for orientation
2. Load the domain-specific atlas doc for your task
3. Read source files only after the atlas narrows your search
4. Implement changes following the patterns in the atlas
**Agent B (Verify)**:
1. Review diffs against `docs/atlas/06_GOTCHAS.md`
2. Verify changes match the flow described in `03_CRITICAL_FLOWS.md`
3. Confirm tests pass per `07_TEST_MATRIX.md`
4. Check state consistency against `04_STATE_SOURCES_OF_TRUTH.md`
### Working Rules
- **Analysis first**: Read the relevant atlas docs before writing code
- **Verify behavior**: After changes, confirm critical flows still work
- **No test-cheating**: Tests must pass because the code is correct
- **Update atlas**: If changes alter architecture/flows/state, update the relevant doc
- **Regenerate**: Run `make atlas-generate` after structural changes
Add to Makefile (create if needed):
atlas-generate:
python3 scripts/atlas/generate_atlas.py --write
atlas-check:
python3 scripts/atlas/generate_atlas.py --check
If the repo uses package.json, also add to scripts:
"atlas:generate": "python3 scripts/atlas/generate_atlas.py --write",
"atlas:check": "python3 scripts/atlas/generate_atlas.py --check"
atlas-generate — must complete without errorsatlas-check — must exit 0 immediately after generationAfter completing all phases, report:
scripts/generate_atlas.py — copy to target repo and customizereferences/atlas-templates.md for structure guidance on each manual docMachine 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/cathrynlavery-repo-atlas/snapshot"
curl -s "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/contract"
curl -s "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/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 6d 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/cathrynlavery-repo-atlas/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T05:27:45.924Z"
}
},
"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": "understand",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:understand|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": "Cathrynlavery",
"href": "https://github.com/cathrynlavery/repo-atlas",
"sourceUrl": "https://github.com/cathrynlavery/repo-atlas",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T02:15:33.476Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T02:15:33.476Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "20 GitHub stars",
"href": "https://github.com/cathrynlavery/repo-atlas",
"sourceUrl": "https://github.com/cathrynlavery/repo-atlas",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T02:15:33.476Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/cathrynlavery-repo-atlas/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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