crumb-export

Export a Crumb session transcript to OpenTelemetry GenAI Semantic Conventions (otel-jsonl), Anthropic Console import format (anthropic-trace), or chrome://tracing (chrome-trace). Trigger on "OTel 로 변환", "datadog 으로", "Vertex 로", "trace export", "convert to OTel", "Anthropic Console 에 올려", "chrome tracing", or any request to ship the transcript to an external observability platform. Read-only.

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Repository: mangowhoiscloud/crumb
Last source activity: May 2, 2026 at 20:48
Detected SKILL.md language: English
Stars: 2
Forks: 0

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npx skills add https://github.com/mangowhoiscloud/crumb --skill crumb-export

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SKILL.md

Source instructions · Read-only preview

name

crumb-export

description

/crumb-export — transcript → standard format

When the user wants to ship a session transcript to an external observability platform:

Preferred path — call the crumb_export MCP tool with {session: "<ulid>", format: "otel-jsonl"|"anthropic-trace"|"chrome-trace"}.

Fallback path — npx tsx src/index.ts export <session-id> --format <fmt>.

Default format = otel-jsonl (compatible with Datadog / Vertex / Phoenix / Langfuse / AgentOps). anthropic-trace for Claude Console import. chrome-trace for chrome://tracing (per-actor lane via tid).

Auto-emitted on session end at sessions/<id>/exports/{otel.jsonl, anthropic-trace.json, chrome-trace.json} — this skill is for ad-hoc on-demand exports.

Explicit slash form: /crumb-export <session-id> [format].

Reference: src/exporter/otel.ts, v0.1 §10.3, wiki/references/bagelcode-observability-frontier-2026.md.

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crumb-config

Recommend a Crumb preset (ambient / video-research / mock) based on the user's setup intent. Trigger on "preset 추천", "추천해줘", "어떤 셋업", "which preset", "suggest a config", "혼자 돌릴까", or hints about installed tools / API keys. Output: recommended preset + reason + alternatives. Default recommendation = ambient (no --preset, entry host follows every actor). Crumb suggests only — user picks. Read-only. Do NOT trigger for game pitches (use `crumb` skill) or status checks (use `crumb-status` skill).

Audit a feature/component for defects by cross-referencing with mature OSS patterns. Produce a prioritized matrix of defects + improvement proposals BEFORE implementing. Use when user says "결함 더 파고들어", "audit this", "find more defects", "improvement proposals first", "이 기능에서 뭐가 잘못됐는지 찾아".

2026-05-06

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name

crumb-export

description

/crumb-export — transcript → standard format

When the user wants to ship a session transcript to an external observability platform:

Preferred path — call the crumb_export MCP tool with {session: "<ulid>", format: "otel-jsonl"|"anthropic-trace"|"chrome-trace"}.

Fallback path — npx tsx src/index.ts export <session-id> --format <fmt>.

Auto-emitted on session end at sessions/<id>/exports/{otel.jsonl, anthropic-trace.json, chrome-trace.json} — this skill is for ad-hoc on-demand exports.

Explicit slash form: /crumb-export <session-id> [format].

Reference: src/exporter/otel.ts, v0.1 §10.3, wiki/references/bagelcode-observability-frontier-2026.md.

crumb-export

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/crumb-export — transcript → standard format

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/crumb-export — transcript → standard format

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