murillodutt/cellm/skills/product-lens
cellm/skills/product-lens/SKILL.md
CELLM product thinking filter — every feature, skill, and API must work for external developers in any project, not just CELLM's own repository. Activates when designing plugin surfaces, Oracle APIs, MCP tools, or NPM-facing behavior.
tools
Updated Apr 16, 2026
$ install --global
skillsauthnpx skillsauth add murillodutt/cellm cellm/skills/product-lensInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 16, 2026, 5:23 AM5.8s1 file scanned
SKILL.md
- description:
- CELLM product thinking filter — every feature, skill, and API must work for external developers in any project, not just CELLM's own repository. Activates when designing plugin surfaces, Oracle APIs, MCP tools, or NPM-facing behavior.
- cellm_scope:
- universal
- user-invocable:
- false
Product Lens — Before Building
CELLM is a product installed via NPM in other people's projects. Before writing any feature, apply one filter:
"Would this work in a random Node.js project that installed CELLM?"
| Correct | Wrong |
|---------|-------|
| "CELLM users will..." | "We will use this to..." |
| Generic Node.js/Bun support | Only works in one specific internal repository |
| Skills for any project | Skills for CELLM development |
| Data in ~/.cellm/ | Data in repo directories |
NEVER
- Hardcode paths to cellm-private internals — use discovery and config
- Assume project structure — detect, don't require
- Build for ourselves — we are the first customer, not the only one
Related Skills
murillodutt/cellm/skills/prose
data-ai
VerifiedTrustedCommunity
Prose override — temporarily disable quantization and respond in readable prose. Use when relational density matters, for safety-critical explanations, onboarding handoffs, or when token economy is not the priority.
SKILL.mdUpdated Apr 23, 2026
murillodutt/cellm/skills/pr-guardian
development
VerifiedTrustedCommunity
Govern explicit weekly Super PRs or maintainer-requested PR merges. Evaluates a 10-criterion readiness checklist and performs governed merge only when a user-requested PR is READY. Never creates or keeps permanent PRs. Use when: 'pr-check', 'pr-merge', 'merge this PR safely', 'is PR ready', 'guard merge', or /sk-git delegates pr-merge.
SKILL.mdUpdated Apr 23, 2026
murillodutt/cellm/skills/compress-llm
data-ai
VerifiedTrustedCommunity
Operational surface for the compress-llm Layer-1 token I/O compressor. Enable, disable, switch mode, and inspect status without editing config files. Use when tuning compression pressure for the current session or project.
SKILL.mdUpdated Apr 23, 2026
murillodutt/cellm/skills/cellm-feedback
tools
VerifiedTrustedCommunity
Generate structured upstream feedback for the CELLM engineering team. Produces evidence-first Markdown at docs/evidence/<date>-cellm-feedback-*.md for bugs, anti-patterns, deprecation gaps, and harness surprises, with optional atom registration via knowledge_ops. Use when: 'feedback for CELLM', 'send to CELLM team', 'register this as atom', 'document this anti-pattern', 'report this bug upstream'. Trigger proactively on MCP schema/runtime mismatches, mechanical edit loops (>=3 sequential edits), short deprecation windows (<6 weeks), or reusable harness surprises. Do NOT trigger for routine feature work or project-local bugs.
SKILL.mdUpdated Apr 21, 2026