bytedance/agentkit-samples is a collection of examples and tutorials for Volcengine AgentKit, an AI-agent development platform for building, deploying, and operating agent applications. Developers use the samples to learn agent creation, multi-agent collaboration, memory, retrieval, MCP integrations, media generation, customer service, and other workflows. The catalogue skills provide agent workflows based on these examples.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add bytedance/agentkit-samples --skill byted-sol-stability-observability-asset-governancegit clone --depth 1 https://github.com/bytedance/agentkit-samplesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/bytedance/agentkit-samples/byted-sol-stability-observability-asset-governance)<a href="https://agentmods.dev/skills/bytedance/agentkit-samples/byted-sol-stability-observability-asset-governance"><img src="https://agentmods.dev/badge/skills/bytedance/agentkit-samples/byted-sol-stability-observability-asset-governance/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/bytedance/agentkit-samples/byted-sol-stability-observability-asset-governance"><img src="https://agentmods.dev/badge/skills/bytedance/agentkit-samples/byted-sol-stability-observability-asset-governance.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00038 | $0.00305 |
| Opus 5 | $0.00019 | $0.00152 |
| Sonnet 5 | $0.00008 | $0.00061 |
| Haiku 4.5 | $0.00004 | $0.00030 |
Grade A, and why
byted-sol-stability-observability-asset-governance scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Observability Asset Governance Skill
解决问题
- 代码变化后 dashboard/metric 漂移治理
- 新能力上线时 SLI -> 链路 -> panel 自动增量补齐
- dashboard 资产质量治理（使用率、空图、重复、口径冲突）
输入
--sli-spec（必填）--architecture-spec（必填）--metric-mapping-spec（必填）--existing-dashboard（必填）--metrics-catalog（可选）--usage-stats（可选）--asset-registry（可选）
输出
固定输出到 output/<repo_slug>/：
governance-summary.jsondashboard-drift-report.jsonmetric-drift-report.jsonusage-analysis-report.jsonstale-panel-report.jsonduplicate-dashboard-report.jsondefinition-conflict-report.jsonincremental-update-plan.jsonasset-registry.jsonvalidation-report.jsontraceability.jsonevidence-index.enriched.json
What ships with it
19 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- LICENSE 1.0 KB
- prompt.md 571 B
- pyproject.toml 542 B
- src/observability_asset_governance_skill/__init__.py 162 B runs code
- src/observability_asset_governance_skill/asset_registry.py 2.4 KB runs code
- src/observability_asset_governance_skill/cli.py 3.6 KB runs code
- src/observability_asset_governance_skill/dashboard_drift_detector.py 3.1 KB runs code
- src/observability_asset_governance_skill/definition_conflict_detector.py 1.5 KB runs code
- src/observability_asset_governance_skill/duplicate_dashboard_detector.py 1.6 KB runs code
- src/observability_asset_governance_skill/exporter.py 1.6 KB runs code
- src/observability_asset_governance_skill/incremental_updater.py 1.5 KB runs code
- src/observability_asset_governance_skill/input_normalizer.py 14 KB runs code
- src/observability_asset_governance_skill/metric_drift_detector.py 4.8 KB runs code
- src/observability_asset_governance_skill/models.py 4.2 KB runs code
- src/observability_asset_governance_skill/pipeline.py 6.1 KB runs code
- src/observability_asset_governance_skill/stale_panel_detector.py 2.1 KB runs code
- src/observability_asset_governance_skill/traceability.py 2.5 KB runs code
- src/observability_asset_governance_skill/usage_analyzer.py 2.4 KB runs code
- src/observability_asset_governance_skill/validator.py 3.3 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 41 lines · 38 tokens per session scan A 0e4ee722876a
byted-sol-stability-observability-asset-governance is a skill published in the GitHub repository bytedance/agentkit-samples (450 stars, last pushed yesterday), licensed Apache-2.0. It adds 38 tokens to every session and 305 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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