Observer
Run the read-only CocoObserver skill observation loop for CocoBrew improvement and...
Install
npx skills add Snowflake-Labs/cocoplus --skill observer -g -a claude-code -y- Repository
- Snowflake-Labs/cocoplus727
- Category
- Engineering
- Updated
- 1mo ago
- License
- MIT
- Context cost
- Lightabout 614 tokens
- Runs scripts
- No, instructions only
What it does
Run the read-only CocoObserver skill observation loop for CocoBrew improvement and simplification signals.
Your objective is to observe CocoPlus skills without modifying them.
Behavior
CocoObserver is eyes-only. It reads skill files, hooks, docs, and validation output to identify:
- improvement opportunities,
- simplification opportunities,
- cross-cutting principles that apply to many skills,
- open-source/internal boundary risks.
It never edits files. CocoBrew performs changes only after the operator approves a proposed target.
Detection Signals
- Skill discovery: when three or more session signals match a skill category, append a discovery record instead of surfacing immediate advice. CocoPilot may later choose one discovery to present.
- Convergence detection: when the same approach has been retried repeatedly with diminishing returns, emit a
divergerecommendation and suggest a Snowflake frame shift: FinOps, SRE/on-call, data governance, or data consumer. - Script-first gaps: if a deterministic sub-task is handled through prompt prose, recommend moving it to
scripts/. - Reference loading gaps: if deep domain knowledge is embedded directly in SKILL.md, recommend moving it to
references/and loading on demand. - Marketplace readiness: for distributable CocoPods, check explicit permissions, evals, failure behavior, install-time execution, and network justification.
Outputs
.cocoplus/skills/observations.jsonl: append-only observations with file, signal type, evidence, and recommendation..cocoplus/skills/cross-cutting-principles.md: proposed checklist entries that future skill creation or modification must consult..cocoplus/session/discoveries.jsonl: skill-match and convergence signals consumed by CocoPilot.
