TapeAgents

STRONG · 80
Community indexed

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

Downloads 0
Stars 320
Version 1.0.0
Quality 64/100 · Promising
Trust 80/100 · Strong shortlist
Audit 76/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add ServiceNow/TapeAgents

Maintenance

stable

6mo since push

Risk

Needs review

Quality score needs review

GitHub quality

320

64/100 quality · 80/100 trust

Coverage tags

CodingGitHub automationagent-frameworksllm-agentagents

Review notes

Quality score needs review · Stars/forks activity: 320 stars, 40 forks; issue activity unavailable in current metadata

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising
64

Useful candidate, but compare it with alternatives before adopting.

Trust

Strong shortlist
80

Good trust signals with a few areas worth checking before rollout.

Audit

Needs review
76

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v3

Human review before install

Test in a sandbox workflow and compare its install path with close alternatives.

PythonLLMCodexClaude CodeCursor

Stars

320 GitHub stars

Repo activity

320 stars, 40 forks

Maintenance

6mo since push

License

Apache-2.0

Install

npx skills add ServiceNow/TapeAgents

Install safety

standard package or runtime install path

Permission surface

filesystem or document access

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Quality score needs review
  • Stars/forks activity: 320 stars, 40 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • 6mo since push

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect repository metadata
  • Compare code changes

Suited agents

PythonLLMCodexClaude CodeCursorOpenAgentSkill CLICLI

Trust and risk

Trust score
80/100
Risk level
Needs review
Auto install
review

Install command

npx skills add ServiceNow/TapeAgents

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No OpenAgentSkill engagement data yet
  • Quality score needs review
  • Stars/forks activity: 320 stars, 40 forks; issue activity unavailable in current metadata

Agent safety v2

60/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • Quality score needs review

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add ServiceNow/TapeAgents

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use TapeAgents in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20TapeAgents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/servicenow-tapeagents/install
Install command: npx skills add ServiceNow/TapeAgents
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use TapeAgents for this task. Review https://www.openagentskill.com/api/skills/servicenow-tapeagents/install, then install with: npx skills add ServiceNow/TapeAgents

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

54/100

GitHub automation

Platforms

Python, LLM, Claude Code

Audit report

Needs review · 76/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit report

Agent decision cockpit

Needs validation for GitHub automation

Do a manual repository review before adding this to an agent workflow.

54
Readiness
Review
Stage

Role in stack

Needs validation

Primary fit

GitHub automation

Trust label

Needs manual review

Install path

Command ready

Use when

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • install command or GitHub repo available
  • 64/100 quality profile

Review first

  • No OpenAgentSkill engagement data yet

Implementation path

  1. 1Install it in a sandbox agent and run one GitHub automation task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Strong shortlist

Good trust signals with a few areas worth checking before rollout.

80
Trust score

GitHub adoption

INFO

320 GitHub stars

Stars/forks activity

CHECK

320 stars, 40 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

6mo since push

License clarity

PASS

Apache-2.0

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Install command has no obvious high-risk pattern

Review before install

  • Quality score needs review
  • Stars/forks activity: 320 stars, 40 forks; issue activity unavailable in current metadata

Recommended action

Test in a sandbox workflow and compare its install path with close alternatives.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

64
GitHub stars
320
Freshness
6mo ago
Install ready
Yes
License
Apache-2.0

Workflow fit

Use this skill in these scenarios

Stack fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

Overview

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

pythonFULL
llmFULL

Technical Details

Version
1.0.0
License
Apache-2.0
Last Updated
6/16/2026
Published
6/16/2026

Frameworks & Tools

PythonLLM

Decision snapshot

Needs validation

54
Ready
Review
Stage

install command or GitHub repo available

Audit Snapshot

Install and adoption review

76
Needs review
Security
88/100
Maintenance
62/100
Install
92/100
Open full audit

Growth loop

Share this skill

X

Scenario-led draft for TapeAgents, with the OpenAgentSkill Update theme and canonical URL.

OpenAgentSkill Update
Today: TapeAgents

Use it when you want your coding agent to carry more repo context and ship repetitive changes faster.

320 stars - agent-frameworks
Link: https://www.openagentskill.com/skills/servicenow-tapeagents?ref=x
#AIAgents #OpenAgentSkill
Open X draft
Optional reply with install command
Link for TapeAgents:
https://www.openagentskill.com/skills/servicenow-tapeagents?ref=x

Install: npx skills add ServiceNow/TapeAgents

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
ServiceNow
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to ServiceNow but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/servicenow-tapeagents)](https://www.openagentskill.com/skills/servicenow-tapeagents)

Author

S

ServiceNow

@servicenow

Platform Fit

Health Signals

GitHub stars
320
Quality score
40/100
Last GitHub push
Dec 16, 2025
Framework hints
2
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Strong shortlist

80
  • GitHub adoption320 GitHub starsINFO
  • Stars/forks activity320 stars, 40 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance6mo since pushINFO
  • License clarityApache-2.0PASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS