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RyanAlberts/best-of-Agent-Harnesses

https://github.com/RyanAlberts/best-of-Agent-Harnesses · scanned 2026-06-15 23:57 UTC (2 months, 3 weeks ago)

22 raw signals (0 security + 22 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 13 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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66.7% cov · 13 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 7 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 13 Crowd 0 Layer: Frontend 1 Cicd 2 Quality 10

Exclude dismissed / FP Exclude test files

All 126 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`harnesses.json`	software	healthy	`harnesses.json`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`TAGS.md`	software	healthy	`TAGS.md`
`server.json`	software	healthy	`server.json`
`latest-changes.md`	software	healthy	`latest-changes.md`
`projects.yaml`	software	healthy	`projects.yaml`
`LICENSE`	software	healthy	`LICENSE`
`create-best-of-list.md`	software	healthy	`create-best-of-list.md`
`terminal-coding-agents.md`	software	healthy	`comparisons/terminal-coding-agents.md`
`multi-agent-orchestration.md`	software	healthy	`comparisons/multi-agent-orchestration.md`
`memory-layers.md`	software	healthy	`comparisons/memory-layers.md`
`how-to-pick-a-harness.md`	software	healthy	`comparisons/how-to-pick-a-harness.md`
`openclaw-vs-hermes.md`	software	healthy	`comparisons/openclaw-vs-hermes.md`
`header.md`	software	healthy	`config/header.md`
`footer.md`	software	healthy	`config/footer.md`
`README.md`	software	healthy	`mcp/README.md`
`server.py`	software	healthy	`mcp/server.py`
`pyproject.toml`	software	healthy	`mcp/pyproject.toml`
`refresh_stars.py`	software	healthy	`scripts/refresh_stars.py`
`generate.py`	software	healthy	`scripts/generate.py`
`settings.json`	software	healthy	`.claude/settings.json`
`gbrain-trigger.sh`	software	healthy	`.claude/scripts/gbrain-trigger.sh`
`weekly-rescore.md`	software	healthy	`.claude/routines/weekly-rescore.md`
`gbrain-mobile-bootstrap.md`	software	healthy	`.claude/prompts/gbrain-mobile-bootstrap.md`
`CONTRIBUTING.md`	software	healthy	`template/CONTRIBUTING.md`
`header.md`	software	healthy	`template/header.md`
`projects.yaml`	software	healthy	`template/projects.yaml`
`footer.md`	software	healthy	`template/footer.md`
`PULL_REQUEST_TEMPLATE.md`	software	healthy	`.github/PULL_REQUEST_TEMPLATE.md`
`CODE_OF_CONDUCT.md`	software	healthy	`.github/CODE_OF_CONDUCT.md`
`labels.yml`	software	healthy	`.github/labels.yml`
`dependabot.yaml`	software	healthy	`.github/dependabot.yaml`
`02_update-project.md`	software	healthy	`.github/ISSUE_TEMPLATE/02_update-project.md`
`03_update-category.md`	software	healthy	`.github/ISSUE_TEMPLATE/03_update-category.md`
`01_suggest-project.md`	software	healthy	`.github/ISSUE_TEMPLATE/01_suggest-project.md`
`04_change-configuration.md`	software	healthy	`.github/ISSUE_TEMPLATE/04_change-configuration.md`
`05_anything-else.md`	software	healthy	`.github/ISSUE_TEMPLATE/05_anything-else.md`
`publish-mcp.yml`	software	healthy	`.github/workflows/publish-mcp.yml`
`setup-best-of-list.yml`	software	healthy	`.github/workflows/setup-best-of-list.yml`
`update-best-of-list.yml`	software	healthy	`.github/workflows/update-best-of-list.yml`
`git-author.mdc`	software	healthy	`.cursor/rules/git-author.mdc`
`CLAUDE.md`	quality	healthy	`CLAUDE.md`
`.claude/settings.json`	quality	healthy	`.claude/settings.json`
`.claude/routines/weekly-rescore.md`	quality	healthy	`.claude/routines/weekly-rescore.md`
`.claude/prompts/gbrain-mobile-bootstrap.md`	quality	healthy	`.claude/prompts/gbrain-mobile-bootstrap.md`
`.cursor/rules/git-author.mdc`	quality	healthy	`.cursor/rules/git-author.mdc`

Label	Layer	Status	Path
`data`	software	healthy	`mcp/server.py:29`
`_tokens`	software	healthy	`mcp/server.py:45`
`_overlap`	software	healthy	`mcp/server.py:49`
`_brief`	software	healthy	`mcp/server.py:62`
`pick_harness`	software	healthy	`mcp/server.py:82`
`search_harnesses`	software	healthy	`mcp/server.py:148`
`get_harness`	software	healthy	`mcp/server.py:171`
`list_comparisons`	software	healthy	`mcp/server.py:181`
`get_comparison`	software	healthy	`mcp/server.py:190`
`list_categories`	software	healthy	`mcp/server.py:207`
`main`	software	healthy	`mcp/server.py:222`
`today_chicago`	software	healthy	`scripts/refresh_stars.py:23`
`fetch`	software	healthy	`scripts/refresh_stars.py:53`
`display_name`	software	healthy	`scripts/generate.py:27`
`tags`	software	healthy	`scripts/generate.py:31`
`auto_tag`	software	healthy	`scripts/generate.py:70`
`tag_chips_md`	software	healthy	`scripts/generate.py:95`
`slug`	software	healthy	`scripts/generate.py:103`
`tier_of`	software	healthy	`scripts/generate.py:639`
`axes_for`	software	healthy	`scripts/generate.py:787`
`autonomy_rank`	software	healthy	`scripts/generate.py:798`
`recovery_rank`	software	healthy	`scripts/generate.py:802`
`stars_for`	software	healthy	`scripts/generate.py:806`
`examples_for`	software	healthy	`scripts/generate.py:810`
`example_label_for`	software	healthy	`scripts/generate.py:814`
`format_stars`	software	healthy	`scripts/generate.py:818`
`find_project`	software	healthy	`scripts/generate.py:900`
`render_use_cases`	software	healthy	`scripts/generate.py:908`
`generate_yaml`	software	healthy	`scripts/generate.py:928`
`count_projects`	software	healthy	`scripts/generate.py:972`
`generate_readme`	software	healthy	`scripts/generate.py:976`
`generate_header_md`	software	healthy	`scripts/generate.py:1130`
`generate_tags_md`	software	healthy	`scripts/generate.py:1160`
`oss_signal`	software	healthy	`scripts/generate.py:1231`
`comparisons_index`	software	healthy	`scripts/generate.py:1240`
`generate_harnesses_json`	software	healthy	`scripts/generate.py:1260`
`generate_llms_txt`	software	healthy	`scripts/generate.py:1309`
`generate_landscape_svg`	software	healthy	`scripts/generate.py:1361`
`ypos`	software	healthy	`scripts/generate.py:1371`
`xpos`	software	healthy	`scripts/generate.py:1374`
`refresh_comparisons`	software	healthy	`scripts/generate.py:1458`
`generate_axes_svg`	software	healthy	`scripts/generate.py:1489`
`main`	software	healthy	`scripts/generate.py:1572`

Label	Layer	Status	Path
`comparisons`	software	healthy	`comparisons`
`config`	software	healthy	`config`
`mcp`	software	healthy	`mcp`
`scripts`	software	healthy	`scripts`
`.claude`	software	healthy	`.claude`
`scripts`	software	healthy	`.claude/scripts`
`routines`	software	healthy	`.claude/routines`
`prompts`	software	healthy	`.claude/prompts`
`template`	software	healthy	`template`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`workflows`	software	healthy	`.github/workflows`
`.cursor`	software	healthy	`.cursor`
`rules`	software	healthy	`.cursor/rules`

Label	Layer	Status	Path
`DEFAULT_BRANCH`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`SETUP_BRANCH`	cicd	healthy	`—`
`PLACEHOLDER_REPO`	cicd	healthy	`—`
`BRANCH_PREFIX`	cicd	healthy	`—`
`LIBRARIES_KEY`	cicd	healthy	`—`
`VERSION`	cicd	healthy	`—`

Label	Layer	Status	Path
`auth::mcp/README.md`	security	healthy	`mcp/README.md`
`auth::.github/workflows/publish-mcp.yml`	security	healthy	`.github/workflows/publish-mcp.yml`
`auth::harnesses.json`	security	healthy	`harnesses.json`
`auth::README.md`	security	healthy	`README.md`
`auth::scripts/generate.py`	security	healthy	`scripts/generate.py`

Label	Layer	Status	Path
`gha::publish-mcp`	cicd	healthy	`.github/workflows/publish-mcp.yml`
`gha::setup-best-of-list`	cicd	healthy	`.github/workflows/setup-best-of-list.yml`
`gha::update-best-of-list`	cicd	healthy	`.github/workflows/update-best-of-list.yml`

Label	Layer	Status	Path
`publish`	cicd	healthy	`.github/workflows/publish-mcp.yml`
`setup-best-of-list`	cicd	healthy	`.github/workflows/setup-best-of-list.yml`
`update-best-of-list`	cicd	healthy	`.github/workflows/update-best-of-list.yml`

Label	Layer	Status	Path
`repobility-clone-dydg4f99`	software	healthy	`/tmp/repobility-clone-dydg4f99`

Label	Layer	Status	Path
`Project`	software	healthy	`scripts/generate.py:16`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`harnesses.json`

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RyanAlberts/best-of-Agent-Harnesses

Complete repo analysis

file 48

function 43

directory 14

env_var 7

auth 5

pipeline 3

job 3

repo 1

class 1

vps 1