mikeng-io/agent-skills/context

[skills-root]/domain-registry/README.md

⚠ Missing required skill for context:
 
  domain-registry
    Expected: {skills-root}/domain-registry/README.md
 
Install:
  git clone https://github.com/mikeng-io/agent-skills /tmp/agent-skills
  cp -r /tmp/agent-skills/skills/domain-registry {skills-root}/

conversation_signals:
  files_mentioned: []        # File paths referenced (e.g., "src/auth.go")
  artifacts_mentioned: []    # Other artifacts (Figma files, spreadsheets, docs)
  topics: []                 # Key topics discussed
  concerns: []               # What the user is worried about
  explicit_domains: []       # Domains explicitly named by user
  explicit_routing: ""       # If user said "multi-model", "debate", "thorough", etc.
  intent: ""                 # What the user wants to accomplish

artifact_type_rules:
  code:
    signals:
      - File extensions: .go, .py, .ts, .js, .rs, .java, .rb, .kt, .swift, .c, .cpp
      - Mentions of: function, class, module, API, endpoint, service, handler
      - Git references or diff mentions
 
  financial:
    signals:
      - Terms: P&L, revenue, profit, loss, budget, forecast, balance sheet, ROI, EBITDA
      - Spreadsheet files: .xlsx, .csv with financial column names
      - GAAP, IFRS, accounting mentions
 
  marketing:
    signals:
      - Terms: campaign, audience, conversion, CTR, CPC, funnel, brand, messaging, copywriting
      - Marketing channel names: email, social, PPC, SEO, content marketing
 
  research:
    signals:
      - Terms: literature, sources, evidence, citations, study, paper, methodology
      - Academic language patterns
      - Bibliography or reference mentions
 
  creative:
    signals:
      - Design files: .fig, .sketch, .psd, .ai, .xd
      - Terms: design, visual, layout, color, typography, UX, wireframe, mockup, copy
 
  mixed:
    signals:
      - Signals from 2+ categories above present simultaneously

Skill("deepwiki")

# Read all three domain category files
Read: [skills-root]/domain-registry/domains/technical.md
Read: [skills-root]/domain-registry/domains/business.md
Read: [skills-root]/domain-registry/domains/creative.md

routing_rules:
  parallel-workflow:
    conditions:
      - domains_count < 3
      - no high-stakes signals (production incident, financial risk, security breach)
      - no explicit "thorough" or "critical" in user request
    description: "Parallel independent sub-agents, no debate needed"
 
  debate-protocol:
    conditions_any:
      - domains_count >= 3
      - high_stakes_signals: [production, incident, breach, compliance, audit, lawsuit, financial risk]
      - explicit_signals: ["thorough", "critical", "high-stakes", "careful", "deep"]
    intensity_selection:
      thorough: explicit "thorough" or "critical" in request
      standard: default for debate-protocol routing
      quick: explicit "quick" or "fast" in request
    description: "Structured 5-phase adversarial debate across domains"
 
  deep-council:
    conditions_any:
      - explicit_signals: ["multi-model", "multiple models", "council", "cross-model"]
      - user explicitly requests multiple AI perspectives
      - intensity = thorough → deep-council (recommended — thorough analysis benefits from multi-model perspectives)
    description: "Multi-model review across Claude, Gemini, Codex, OpenCode bridges"

signal_resolution:
  artifact_identified: true | false   # specific files/paths/topics clearly present?
  intent_clear: true | false          # review? audit? verify? research? explore?
  domains_detectable: true | false    # can domains be matched from domain-registry?
  scope_bounded: true | false         # is scope narrow enough to proceed without clarification?

missing_signal_map:
  artifact_identified: false  →  "artifact"
  intent_clear: false         →  "intent"
  domains_detectable: false   →  "domains"
  scope_bounded: false        →  "scope"

confidence_levels:
  high:    all four signals true  →  preflight_needed: false
  medium:  1 signal false         →  preflight_needed: true  (scope or domains)
  low:     2+ signals false       →  preflight_needed: true  (artifact or intent unresolved)

context_report:
  artifact_type: code | financial | marketing | creative | research | mixed
  topics: []                    # Key topics identified
  concerns: []                  # User concerns identified
  domains: []                   # Selected domain names from domain-registry
  domain_experts: []            # Corresponding expert_role values
  routing: parallel-workflow | debate-protocol | deep-council
  debate_intensity: quick | standard | thorough   # Only if routing = debate-protocol
  confidence: high | medium | low
  preflight_needed: true | false   # true if any signal resolved to false in Step 5
  missing_signals: []              # subset of ["artifact", "intent", "domains", "scope"]
                                   # empty when preflight_needed: false
  rationale: ""                    # Brief explanation of routing decision
  signals_detected:
    files: []
    topics: []
    explicit_mentions: []

---
skill: context
timestamp: {ISO-8601}
artifact_type: {artifact_type}
domains: [{domain1}, {domain2}]
routing: {routing}
confidence: {confidence}
context_summary: "{brief description of what was analyzed}"
session_id: "{unique id}"
---

ls -t .outputs/context/ | head -1

qmd collection add .outputs/context/ --name "context-reports" --mask "**/*.md" 2>/dev/null || true
qmd update 2>/dev/null || true