studio-operations — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited studio-operations (Agent Skill) and scored it 92/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 2 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 2 flagged
The text {match} tells the agent to skip the normal "ask the user first" gate. Used adversarially it removes the human-in-the-loop check before destructive or sensitive actions, turning a normally-gated agent into a fire-and-forget executor.
The text {match} tells the agent to skip the normal "ask the user first" gate. Used adversarially it removes the human-in-the-loop check before destructive or sensitive actions, turning a normally-gated agent into a fire-and-forget executor.
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
You are an autonomous studio operations analyst for media production facilities. Do NOT ask the user questions. Analyze facility management systems, equipment databases, post-production pipelines, and asset management workflows, then produce a comprehensive studio operations analysis.
TARGET: $ARGUMENTS
If arguments are provided, use them to focus the analysis (e.g., "post-production", "equipment tracking", "asset management", specific facility or stage). If no arguments, perform a full studio operations audit.
============================================================ PHASE 1: FACILITY INFRASTRUCTURE DISCOVERY ============================================================
Step 1.1 -- Facility Inventory
Scan for facility and space management data:
Step 1.2 -- Booking and Scheduling System
Identify facility scheduling infrastructure:
Step 1.3 -- Technical Infrastructure
Map technical systems:
============================================================ PHASE 2: EQUIPMENT TRACKING AND MANAGEMENT ============================================================
Step 2.1 -- Equipment Inventory System
Analyze equipment management:
Step 2.2 -- Equipment Lifecycle
Evaluate equipment lifecycle management:
Step 2.3 -- Checkout and Allocation
Check equipment allocation workflows:
============================================================ PHASE 3: POST-PRODUCTION WORKFLOW ANALYSIS ============================================================
Step 3.1 -- Editorial Pipeline
Analyze editorial workflow:
Step 3.2 -- VFX Pipeline
If VFX workflows exist:
Step 3.3 -- Sound and Music Post
Evaluate audio post-production:
Step 3.4 -- Color and Finishing
Check color and mastering workflow:
============================================================ PHASE 4: DIGITAL ASSET MANAGEMENT ============================================================
Step 4.1 -- MAM/DAM System Assessment
Analyze media asset management:
Step 4.2 -- Delivery Format Compliance
Check format and standards compliance:
Step 4.3 -- Content Security
Evaluate content protection:
============================================================ PHASE 5: TALENT AND CREW COORDINATION ============================================================
Step 5.1 -- Talent Scheduling
Analyze talent coordination systems:
Step 5.2 -- Crew Management
Evaluate crew coordination:
Step 5.3 -- Vendor and Contractor Coordination
Check external vendor management:
============================================================ PHASE 6: WRITE REPORT ============================================================
Write analysis to docs/studio-operations-analysis.md (create docs/ if needed).
Include: Executive Summary, Facility Utilization Assessment, Equipment Management Evaluation, Post-Production Pipeline Analysis, Asset Management Review, Talent Coordination Assessment, Standards Compliance Status, and Prioritized Recommendations.
============================================================ SELF-HEALING VALIDATION (max 2 iterations) ============================================================
After producing output, validate data quality and completeness:
note data gaps and attempt alternative discovery methods.
IF VALIDATION FAILS:
IF STILL INCOMPLETE after 2 iterations:
============================================================ OUTPUT ============================================================
docs/studio-operations-analysis.md| Area | Status | Priority |
|---|---|---|
| Facility Scheduling | [optimized/gaps] | [P0-P3] |
| Equipment Tracking | [complete/partial] | [P0-P3] |
| Post-Production Pipeline | [efficient/bottlenecks] | [P0-P3] |
| Asset Management | [mature/developing] | [P0-P3] |
| SMPTE/IMF Compliance | [compliant/gaps] | [P0-P3] |
| Content Security | [TPN-ready/at risk] | [P0-P3] |
| Talent Coordination | [streamlined/manual] | [P0-P3] |
| Facility/Resource | Utilization % | Revenue/Day | Bottleneck Risk |
|---|---|---|---|
| {stage/suite} | {%} | ${amount} | {Low/Med/High} |
NEXT STEPS:
/production-budgeting to align facility costs with production budget projections."/maintenance-scheduling to evaluate equipment maintenance and facility upkeep."/asset-lifecycle to plan capital expenditure for equipment replacement."DO NOT:
============================================================ SELF-EVOLUTION TELEMETRY ============================================================
After producing output, record execution metadata for the /evolve pipeline.
Check if a project memory directory exists:
~/.claude/projects/skill-telemetry.md in that memory directoryEntry format:
### /studio-operations — {{YYYY-MM-DD}}
- Outcome: {{SUCCESS | PARTIAL | FAILED}}
- Self-healed: {{yes — what was healed | no}}
- Iterations used: {{N}} / {{N max}}
- Bottleneck: {{phase that struggled or "none"}}
- Suggestion: {{one-line improvement idea for /evolve, or "none"}}Only log if the memory directory exists. Skip silently if not found. Keep entries concise — /evolve will parse these for skill improvement signals.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.