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Resolve obstacles using fallback chains — use when an approach fails, a dependency is unavailable, an API returns errors, or a task is blocked and needs an alternative path forward
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基于 SOC 职业分类
This skill should be used when developing, debugging, refactoring, or building Genesis itself — tasks like "fix this in Genesis", "add a new MCP tool", "wire up the runtime", "Genesis won't start", "create a worktree", "debug the bridge", or "add a capability". Applies to any task modifying files under src/, .claude/, or tests/. Do NOT load for Genesis-as-tool work ("summarize this", "write a LinkedIn post", "research X") or general questions unrelated to Genesis internals.
Foundational voice authority and AI humanizer — writes content in the user's authentic voice with built-in AI detection, and supports stealth / anti- attribution writing (forum personas, anonymous posts, "write as not-me"). Use when asked to write/draft/generate content, invoke /voice, /write-as-me, or /humanize, run voice calibration, check "does this sound like me?", "make this sound human" / "de-AI this", "write a forum post as [persona]", or run AI detection ("does this sound like AI?", "check for AI patterns", "anti-slop check"). Do NOT use this skill for code, technical docs, or any output the user has not asked to be written in their voice — code styling defers to the separate code-voice skill.
Forward Deployed Engineer delivery contract for AWS engagements, build-first artifacts, grounded cost estimates, Well-Architected review, evolution roadmap
This skill should be used before answering "does Genesis have X", "does Genesis lack X", auditing Genesis capabilities, comparing Genesis to an external system, or reviewing/summarizing the architecture. It routes to the canonical judgment-layer subsystem map so audits start from the map, not from a cold grep. Also fires after changing a subsystem's capabilities, to keep the map current.
First-run onboarding — guides new users through Genesis setup on their first CC session. Configures user profile, essential API keys, Telegram, GitHub backup, and service verification. Triggered automatically when ~/.genesis/setup-complete is absent. Re-runnable by asking Genesis to "run setup" or "reconfigure [section]".
Apply when Genesis writes as itself — outreach, public content, community posts, emails, DMs. Not for writing in the user's voice (that's voice-master). Activate when Genesis is the author, not the ghostwriter.
| name | obstacle-resolution |
| description | Resolve obstacles using fallback chains — use when an approach fails, a dependency is unavailable, an API returns errors, or a task is blocked and needs an alternative path forward |
| consumer | cc_background_task |
| phase | 6 |
| skill_type | workflow |
When Genesis encounters a blocker — a failed API call, an unavailable service, a missing capability — systematically resolve it using the fallback chain framework.
fallback_chains.py. Walk the chain in order.obstacle: <one-line description>
date: <YYYY-MM-DD>
type: provider_failure | data_missing | capability_gap | external_dep | permission
chain_attempted:
- step: <fallback step>
result: success | failure
detail: <what happened>
resolution: resolved | degraded | escalated
resolution_detail: <how it was resolved>
Trigger: memory_store fails with EmbeddingUnavailableError — Ollama timeout, DeepInfra 429, DashScope connection refused.
Expected output:
obstacle: All embedding providers exhausted during memory store
date: 2026-03-20
type: provider_failure
chain_attempted:
- step: Ollama (local)
result: failure
detail: ReadTimeout after 60s — model not loaded
- step: DeepInfra (cloud)
result: failure
detail: HTTP 429 rate limit (RPM exceeded)
- step: DashScope (cloud)
result: failure
detail: ConnectionRefusedError — service unreachable
resolution: degraded
resolution_detail: Memory stored FTS5-only (no vector). Queued in
pending_embeddings for background recovery. Circuit breaker tripped
on DashScope (120s backoff).
src/genesis/learning/fallback_chains.py — Fallback chain definitionssrc/genesis/routing/ — Router and circuit breaker for provider failuressrc/genesis/routing/degradation.py — Degradation levels