murillodutt/cellm/skills/discover
cellm/skills/discover/SKILL.md
Discover reusable project conventions and persist them as Oracle knowledge atoms. Use when: 'discover patterns', 'extract conventions', 'what should newcomers know here'.
data-ai
Updated Apr 16, 2026
$ install --global
skillsauthnpx skillsauth add murillodutt/cellm cellm/skills/discoverInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
95%
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SemgrepStatic code analysis for vulnerabilities
95%
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mcp-scan (Snyk)Model Context Protocol security validation
95%
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Snyk (dep)Open source security scanning
50%
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Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
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Last scanned: Apr 16, 2026, 5:23 AM8.3s1 file scanned
SKILL.md
- description:
- Discover reusable project conventions and persist them as Oracle knowledge atoms. Use when: 'discover patterns', 'extract conventions', 'what should newcomers know here'.
- cellm_scope:
- universal
- user-invocable:
- true
- argument-hint:
- [focus area]
- allowed-tools:
- mcp__plugin_cellm_cellm-oracle__context_preflight, mcp__plugin_cellm_cellm-oracle__knowledge_add, mcp__plugin_cellm_cellm-oracle__context_record_outcome, Read, Grep, Glob, AskUserQuestion
discover
Thin skill contract:
- Intent
- Identify non-obvious, opinionated, reusable conventions in the current project.
- Convert discoveries into durable Oracle knowledge atoms.
- Policy
- Start with
context_preflightto constrain scope and reduce noise. - Ask one focused question at a time; never batch interviews.
- Persist only reusable discoveries via
knowledge_add.
- Routing
- Evidence collection: local tools (
Read,Grep,Glob) over representative files. - Discovery loop: AskUserQuestion for focus, rationale, and validation.
- Persistence:
knowledge_addfor each accepted convention +context_record_outcomesummary.
NEVER
- Hardcode repository-specific directories.
- Persist low-confidence or ephemeral notes.
- Skip rationale capture before persistence.
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