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Gen-Verse/PAST-Bench

PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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agents/agent-zero/skills/a0-contribute-plugin/SKILL.md

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agents/agent-zero/skills/a0-create-plugin/SKILL.md

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agents/agent-zero/skills/a0-debug-plugin/SKILL.md

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agents/agent-zero/skills/a0-development/SKILL.md

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agents/agent-zero/skills/a0-manage-plugin/SKILL.md

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agents/agent-zero/skills/a0-plugin-router/SKILL.md

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agents/agent-zero/skills/a0-review-plugin/SKILL.md

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agents/agent-zero/skills/create-skill/SKILL.md

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agents/nanobot/nanobot/skills/clawhub/SKILL.md

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agents/nanobot/nanobot/skills/cron/SKILL.md

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agents/nanobot/nanobot/skills/github/SKILL.md

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agents/nanobot/nanobot/skills/memory/SKILL.md

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agents/nanobot/nanobot/skills/skill-creator/SKILL.md

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agents/nanobot/nanobot/skills/summarize/SKILL.md

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agents/nanobot/nanobot/skills/tmux/SKILL.md

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agents/nanobot/nanobot/skills/weather/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/EP03_recall_then_modify/skills/onboarding-playbook-cache/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_01/skills/billing-incident-sop/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_01/skills/billing-refund-sop/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_01/skills/legacy-billing-sop-archive/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_02/skills/http-client-migration/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_02/skills/legacy-http-client-archive/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_02/skills/python-networking-style/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM03_fact_correction/skills/phoenix-rollout-review/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM04_rule_migration/skills/review-routing-archive/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM06_temporary_exception_pollution/skills/risk-review-archive/SKILL.md

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self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM07_scoped_rule_migration/skills/scoped-routing-archive/SKILL.md

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self-evolve-tasks-v2/_shared/preseed/pg06_control_scope_patch_mismatch/skills/kappa_review_workflow/SKILL.md

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self-evolve-tasks-v2/proactive_information_gathering/PG01_release_decision_followup/_family_seed/skills/release_followup_lookup/SKILL.md

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self-evolve-tasks-v2/proactive_information_gathering/PG02_ops_exception_desk/_family_seed/skills/ops_exception_desk_workflow/SKILL.md

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self-evolve-tasks-v2/proactive_information_gathering/PG03_oncall_handoff_lookup/_family_seed/skills/oncall_handoff_lookup/SKILL.md

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self-evolve-tasks-v2/proactive_information_gathering/PG04_temporary_waiver_audit/_family_seed/skills/temporary_waiver_audit/SKILL.md

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self-evolve-tasks-v2/proactive_information_gathering/PG05_change_freeze_followup/_family_seed/skills/change_freeze_lookup/SKILL.md

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self-evolve-tasks-v2/proactive_information_gathering/PG06_kappa_integration_review/_family_seed/skills/kappa_review_workflow/SKILL.md

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View on GitHubAdd to my skills

Verified commit f8223517ae7491e776b69793d9f11e9d074ab42e

git clone --filter=blob:none --no-checkout https://github.com/Gen-Verse/PAST-Bench.git .hotskills/gen-verse-past-bench && git -C .hotskills/gen-verse-past-bench checkout --detach f8223517ae7491e776b69793d9f11e9d074ab42e # Copy each selected skill directory from .hotskills/gen-verse-past-bench into .agents/skills/<skill-name>/
35GitHub stars
0stars in 7 days
34skills in this repository
0commits in 30 days

Heat

0.3
  • Star growth, last 7 daysNot available
  • Star growth, last 24 hoursNot available
  • Rank movement, last 7 daysNot available
  • Commits, last 30 daysNot available
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Oct 25, 202635

30-day change not yet available: not enough history.

Individual skills in this repository

  • a0-contribute-plugin agents/agent-zero/skills/a0-contribute-plugin
  • a0-create-plugin agents/agent-zero/skills/a0-create-plugin
  • a0-debug-plugin agents/agent-zero/skills/a0-debug-plugin
  • a0-development agents/agent-zero/skills/a0-development
  • a0-manage-plugin agents/agent-zero/skills/a0-manage-plugin
  • a0-plugin-router agents/agent-zero/skills/a0-plugin-router
  • a0-review-plugin agents/agent-zero/skills/a0-review-plugin
  • create-skill agents/agent-zero/skills/create-skill
  • clawhub agents/nanobot/nanobot/skills/clawhub
  • cron agents/nanobot/nanobot/skills/cron
  • github agents/nanobot/nanobot/skills/github
  • memory agents/nanobot/nanobot/skills/memory
  • skill-creator agents/nanobot/nanobot/skills/skill-creator
  • summarize agents/nanobot/nanobot/skills/summarize
  • tmux agents/nanobot/nanobot/skills/tmux
  • weather agents/nanobot/nanobot/skills/weather
  • onboarding-playbook-cache self-evolve-tasks-v2/_shared/home_fixtures/update_ability/EP03_recall_then_modify/skills/onboarding-playbook-cache
  • billing-incident-sop self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_01/skills/billing-incident-sop
  • billing-refund-sop self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_01/skills/billing-refund-sop
  • legacy-billing-sop-archive self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_01/skills/legacy-billing-sop-archive
  • http-client-migration self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_02/skills/http-client-migration
  • legacy-http-client-archive self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_02/skills/legacy-http-client-archive
  • python-networking-style self-evolve-tasks-v2/_shared/home_fixtures/update_ability/PC02_sop_patch_02/skills/python-networking-style
  • phoenix-rollout-review self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM03_fact_correction/skills/phoenix-rollout-review
  • review-routing-archive self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM04_rule_migration/skills/review-routing-archive
  • risk-review-archive self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM06_temporary_exception_pollution/skills/risk-review-archive
  • scoped-routing-archive self-evolve-tasks-v2/_shared/home_fixtures/update_ability/SM07_scoped_rule_migration/skills/scoped-routing-archive
  • kappa_review_workflow self-evolve-tasks-v2/_shared/preseed/pg06_control_scope_patch_mismatch/skills/kappa_review_workflow
  • release_followup_lookup self-evolve-tasks-v2/proactive_information_gathering/PG01_release_decision_followup/_family_seed/skills/release_followup_lookup
  • ops_exception_desk_workflow self-evolve-tasks-v2/proactive_information_gathering/PG02_ops_exception_desk/_family_seed/skills/ops_exception_desk_workflow
  • oncall_handoff_lookup self-evolve-tasks-v2/proactive_information_gathering/PG03_oncall_handoff_lookup/_family_seed/skills/oncall_handoff_lookup
  • temporary_waiver_audit self-evolve-tasks-v2/proactive_information_gathering/PG04_temporary_waiver_audit/_family_seed/skills/temporary_waiver_audit
  • change_freeze_lookup self-evolve-tasks-v2/proactive_information_gathering/PG05_change_freeze_followup/_family_seed/skills/change_freeze_lookup
  • kappa_review_workflow self-evolve-tasks-v2/proactive_information_gathering/PG06_kappa_integration_review/_family_seed/skills/kappa_review_workflow

How it works

a0-contribute-plugin

When your agent uses it

Guide for publishing an Agent Zero plugin to the community Plugin Index (a0-plugins repo). Covers GitHub repo setup, index.yaml creation, CI validation rules, and PR submission. Use when the user wants to share, publish, submit, or contribute a plugin to the Plugin Hub so other Agent Zero users can find and install it.

What it loads into context

Frontmatter

169 tokens

Always available to the agent

SKILL.md

2,042 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Prerequisites
  2. Step 0: Ask Automation Preference
  3. Step 1: Prepare the Plugin GitHub Repository
  4. Step 2: Choose the Index Folder Name
  5. Step 3: Create the Index Submission
  6. Step 4: Pre-validate Before PR
  7. Step 5: Commit and Open PR
  8. Two Schemas at a Glance
  9. References

Files

  • SKILL.mdcore8,128 bytes
  • SKILL.mdcore8,128 bytes
  • SKILL.mdcore8,128 bytes
  • SKILL.mdcore8,128 bytes
  • SKILL.mdcore8,128 bytes
  • SKILL.mdcore8,128 bytes
  • SKILL.mdcore8,128 bytes
Read SKILL.md

# Agent Zero Plugin Contribution

This skill guides publishing a plugin to the [Plugin Index](https://github.com/agent0ai/a0-plugins), making it discoverable and installable by all Agent Zero users.

---

## Prerequisites

Before starting, verify:

1. Plugin exists and works locally in `/a0/usr/plugins/<name>/`
2. Plugin has been reviewed - if not, offer to run `a0-review-plugin` first:
   > "I recommend running a full review before contributing. Should I do that now?"
3. User has a GitHub account and `git` / `gh` CLI available
View the complete source on GitHub

Skills included

  • a0-contribute-plugin
  • a0-create-plugin
  • a0-debug-plugin
  • a0-development
  • a0-manage-plugin
  • a0-plugin-router
  • a0-review-plugin
  • create-skill
  • clawhub
  • cron
  • github
  • memory
  • skill-creator
  • summarize
  • tmux
  • weather
  • onboarding-playbook-cache
  • billing-incident-sop
  • billing-refund-sop
  • legacy-billing-sop-archive
  • http-client-migration
  • legacy-http-client-archive
  • python-networking-style
  • phoenix-rollout-review
  • review-routing-archive
  • risk-review-archive
  • scoped-routing-archive

Repository facts

License
Apache-2.0
Created
Aug 2, 2026
Last pushed
Aug 5, 2026
Forks
7
Open issues
4
Project activity
Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 83 notes
  • agents/agent-zero/skills/a0-contribute-plugin/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
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  • agents/agent-zero/skills/a0-create-plugin/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • agents/agent-zero/skills/a0-create-plugin/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • agents/agent-zero/skills/a0-create-plugin/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
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Show all 81 signals by file

agents/agent-zero/skills/a0-contribute-plugin/SKILL.md

  • Network accessline 19
    This skill guides publishing a plugin to the [Plugin Index](https://github.com/agent0ai/a0-plugins), making it discoverable and installable by all Agent Zero users.
  • Network accessline 90
    git add . git commit -m "feat: initial plugin commit" git remote add origin https://github.com/<user>/<repo-name>.git
  • Network accessline 91
    git commit -m "feat: initial plugin commit" git remote add origin https://github.com/<user>/<repo-name>.git git push -u origin main
  • Network accessline 92
    git remote add origin https://github.com/<user>/<repo-name>.git
  • Network accessline 108
    https://github.com/agent0ai/a0-plugins/releases/download/generated-index/index.json
  • Network accessline 120
    # Automatic mode gh repo fork https://github.com/agent0ai/a0-plugins --clone --remote
  • Network accessline 121
    gh repo fork https://github.com/agent0ai/a0-plugins --clone --remote
  • Network accessline 137
    title: My Plugin description: One-sentence description of what the plugin does for the user. github: https://github.com/<user>/<repo-name>
  • Network accessline 138
    description: One-sentence description of what the plugin does for the user. github: https://github.com/<user>/<repo-name> tags:
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    github: https://github.com/<user>/<repo-name>
  • Network accessline 147
    screenshots:   - https://raw.githubusercontent.com/<user>/<repo>/main/docs/screenshot1.png
  • Network accessline 148
    - https://raw.githubusercontent.com/<user>/<repo>/main/docs/screenshot1.png
  • Network accessline 149
    - https://raw.githubusercontent.com/<user>/<repo>/main/docs/screenshot2.webp
  • Network accessline 154
    Use tags from https://github.com/agent0ai/a0-plugins/blob/main/TAGS.md (up to 5).
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    curl -s https://raw.githubusercontent.com/<user>/<repo>/main/plugin.yaml | grep "^name:"
  • Network accessline 233
    - Plugin architecture: `/a0/docs/agents/AGENTS.plugins.md` - Developer lifecycle guide: `/a0/docs/developer/plugins.md` - Plugin Index repo: https://github.com/agent0ai/a0-plugins
  • Network accessline 234
    - Developer lifecycle guide: `/a0/docs/developer/plugins.md` - Plugin Index repo: https://github.com/agent0ai/a0-plugins - Recommended tags: https://github.com/agent0ai/a0-plugins/blob/main/TAGS.md
  • Network accessline 235
    - Plugin Index repo: https://github.com/agent0ai/a0-plugins
  • Network accessline 236
    - Recommended tags: https://github.com/agent0ai/a0-plugins/blob/main/TAGS.md

agents/agent-zero/skills/a0-create-plugin/SKILL.md

  • Network accessline 37
    - **Local plugin**: Create it in `/a0/usr/plugins/<plugin_name>/`. No repository needed. Skip to the manifest section below. - **Community plugin**: The plugin must live in its own GitHub repository (runtime manifest at the repo root), and 
  • Network accessline 38
    - **Community plugin**: The plugin must live in its own GitHub repository (runtime manifest at the repo root), and then a separate index submission PR is made to https://github.com/agent0ai/a0-plugins. Guide the user through both steps.
  • Network accessline 335
    The Plugin Index (`https://github.com/agent0ai/a0-plugins`) uses a **separate `index.yaml`** file that only describes discoverability — it is NOT the same as the runtime `plugin.yaml` and has a different schema:
  • Network accessline 338
    title: My Plugin description: What this plugin does. github: https://github.com/yourname/your-plugin-repo
  • Network accessline 339
    description: What this plugin does. github: https://github.com/yourname/your-plugin-repo tags:
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    github: https://github.com/yourname/your-plugin-repo
  • Network accessline 343
    - example screenshots:                # optional, up to 5 full image URLs   - https://raw.githubusercontent.com/yourname/your-plugin-repo/main/docs/screen1.png
  • Network accessline 345
    - https://raw.githubusercontent.com/yourname/your-plugin-repo/main/docs/screen1.png
  • Network accessline 348
    Required fields: `title`, `description`, `github`. Optional: `tags` (up to 5), `screenshots` (up to 5 URLs). See the recommended tag list at https://github.com/agent0ai/a0-plugins/blob/main/TAGS.md.
  • Network accessline 349
    See the recommended tag list at https://github.com/agent0ai/a0-plugins/blob/main/TAGS.md.
  • Network accessline 355
    1. Fork `https://github.com/agent0ai/a0-plugins`.
  • Network accessline 375
    The **Plugin Index** is the community hub at https://github.com/agent0ai/a0-plugins.

agents/agent-zero/skills/a0-development/SKILL.md

  • Access to secretsline 399
    [Credential-related source omitted]
  • Network accessline 799
    - **Local dev**: Run `python run_ui.py` (default port 50001 at `http://localhost:50001`)

agents/agent-zero/skills/a0-manage-plugin/SKILL.md

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    url = "https://github.com/agent0ai/a0-plugins/releases/download/generated-index/index.json"
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    with urllib.request.urlopen(url, timeout=30) as resp:
  • Network accessline 91
    f"{BASE}/api/plugins/_plugin_scan/plugin_scan_run",     json={         "git_url": "https://github.com/<user>/<plugin-repo>",
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    json={         "git_url": "https://github.com/<user>/<plugin-repo>",         "checks": ["structure", "codeReview", "agentManipulation", "remoteComms", "secrets", "obfuscation"],
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    "git_url": "https://github.com/<user>/<plugin-repo>",
  • Network accessline 143
    BASE = "http://localhost"   # port 80 inside Docker
  • Access to secretsline 144
    [Credential-related source omitted]
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    s = requests.Session()
  • Network accessline 174
    json={         "action": "install_git",         "git_url": "https://github.com/<user>/<plugin-repo>",
  • Network accessline 175
    [Credential-related source omitted]
  • Network accessline 176
    "git_url": "https://github.com/<user>/<plugin-repo>",
  • Network accessline 217
    git clone https://github.com/<user>/<repo> /a0/usr/plugins/<plugin_name>
  • Dangerous shell operationline 323
    rm -rf /a0/usr/plugins/<name>/
  • Dangerous shell operationline 339
    rm -f /a0/usr/plugins/<name>/.toggle-0
  • Dangerous shell operationline 345
    rm -f /a0/usr/plugins/<name>/.toggle-1

agents/agent-zero/skills/a0-review-plugin/SKILL.md

  • Dangerous shell operationline 108
    - [ ] No `eval()` or `exec()` on user-supplied input
  • Network accessline 118
    https://github.com/agent0ai/a0-plugins/releases/download/generated-index/index.json

agents/agent-zero/skills/a0-review-plugin/checklists.md

  • Access to secretsline 208
    [Credential-related source omitted]
  • Network accessline 313
    When submitting to https://github.com/agent0ai/a0-plugins, CI validates:

agents/nanobot/nanobot/skills/clawhub/SKILL.md

  • Network accessline 2
    name: clawhub description: Search and install agent skills from ClawHub, the public skill registry. homepage: https://clawhub.ai
  • Network accessline 3
    description: Search and install agent skills from ClawHub, the public skill registry. homepage: https://clawhub.ai metadata: {"nanobot":{"emoji":"🦞"}}
  • Network accessline 4
    homepage: https://clawhub.ai

agents/nanobot/nanobot/skills/skill-creator/scripts/init_skill.py

  • Executable scriptline 1
    #!/usr/bin/env python3

agents/nanobot/nanobot/skills/skill-creator/scripts/package_skill.py

  • Executable scriptline 1
    #!/usr/bin/env python3

agents/nanobot/nanobot/skills/skill-creator/scripts/quick_validate.py

  • Executable scriptline 1
    #!/usr/bin/env python3

agents/nanobot/nanobot/skills/summarize/SKILL.md

  • Network accessline 2
    name: summarize description: Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”). homepage: https://summarize.sh
  • Network accessline 3
    description: Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”). homepage: https://summarize.sh metadata: {"nanobot":{"emoji":"🧾","requires":{"bins":["summarize"]}
  • Network accessline 4
    homepage: https://summarize.sh
  • Network accessline 23
    summarize "https://example.com" --model google/gemini-3-flash-preview
  • Network accessline 25
    summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto
  • Network accessline 33
    summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto --extract-only
  • Access to secretsline 41
    [Credential-related source omitted]
  • Access to secretsline 42
    [Credential-related source omitted]
  • Access to secretsline 43
    [Credential-related source omitted]
  • Access to secretsline 44
    [Credential-related source omitted]
  • Access to secretsline 66
    [Credential-related source omitted]

agents/nanobot/nanobot/skills/tmux/scripts/find-sessions.sh

  • Executable scriptline 1
    #!/usr/bin/env bash

agents/nanobot/nanobot/skills/tmux/scripts/wait-for-text.sh

  • Executable scriptline 1
    #!/usr/bin/env bash

agents/nanobot/nanobot/skills/weather/SKILL.md

  • Network accessline 2
    name: weather description: Get current weather and forecasts (no API key required). homepage: https://wttr.in/:help
  • Network accessline 3
    description: Get current weather and forecasts (no API key required). homepage: https://wttr.in/:help metadata: {"nanobot":{"emoji":"🌤<U+FE0F>","requires":{"bins":["curl"]}}}
  • Network accessline 4
    homepage: https://wttr.in/:help metadata: {"nanobot":{"emoji":"🌤<U+FE0F>","requires":{"bins":["curl"]}}} ---
  • Network accessline 16
    curl -s "wttr.in/London?format=3"
  • Network accessline 22
    curl -s "wttr.in/London?format=%l:+%c+%t+%h+%w"
  • Network accessline 28
    curl -s "wttr.in/London?T"
  • Network accessline 36
    - Units: `?m` (metric) `?u` (USCS) - Today only: `?1` · Current only: `?0` - PNG: `curl -s "wttr.in/Berlin.png" -o /tmp/weather.png`
  • Network accessline 38
    - PNG: `curl -s "wttr.in/Berlin.png" -o /tmp/weather.png`
  • Network accessline 44
    curl -s "https://api.open-meteo.com/v1/forecast?latitude=51.5&longitude=-0.12&current_weather=true"
  • Network accessline 49
    Docs: https://open-meteo.com/en/docs

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 81 facts

and 31 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md agents/agent-zero/skills/a0-contribute-plugin/SKILL.md.claude/skills/<skill-name>/
CodexNativeManifest agents/agent-zero/AGENTS.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md agents/agent-zero/skills/a0-contribute-plugin/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md agents/agent-zero/skills/a0-contribute-plugin/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md agents/agent-zero/skills/a0-contribute-plugin/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md agents/agent-zero/skills/a0-contribute-plugin/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.