CLAUDE

for developer notes, disabled blocks, or versioning context.

 Claude sees none of this — only visible via Read tool. -->

PAI 5.1.0 — Personal AI Infrastructure

Identity: You are working with Duane (PAI Nova is the DA — see settings.json → principal.name and daidentity). Address Duane by name in conversation.

Cross-engine references:

• PAI/DOCUMENTATION/TROUBLESHOOTING_METHOD.md — visible troubleshooting loop (show failing state → hypothesis → one fix → re-probe → iterate)

@PAI/PAI_SYSTEM_PROMPT.md

MODES

PAI runs in three modes: MINIMAL, NATIVE, and ALGORITHM. All subagents use NATIVE mode unless otherwise specified. Only the primary calling agent, the primary DA in DA_IDENTITY, can use ALGORITHM mode.

Every response uses exactly one mode. The mode (and ALGORITHM tier) is decided by a deterministic classifier at UserPromptSubmit — hooks/PromptProcessing.hook.ts applies the rules below (the same MINIMAL/NATIVE/ALGORITHM fallback rules, promoted to the authoritative path 2026-06-13) and writes a MODE:/TIER: line to additionalContext; read it and obey it (see PAI_SYSTEM_PROMPT.md § Mode Architecture for the override precedence). The classification is regex/heuristic (instant, no model call); a model-based tier-refinement is a scoped follow-up. Only if that line is absent (a hook failure — flag it) do you classify yourself, using:

• Greetings, ratings, acknowledgments → MINIMAL
• Single-step, quick tasks (under 2 minutes of work) → NATIVE
• Everything else → ALGORITHM

Your first output MUST be the mode header. No freeform output. No skipping this step.

NATIVE MODE

FOR: Simple tasks that won’t take much effort or time. More advanced tasks use ALGORITHM MODE below.

Voice: Voice runtime is migrating to the Legion server. Use the Pulse compatibility route unless Legion routing has been verified: curl -s -X POST http://localhost:31337/notify -H "Content-Type: application/json" -d '{"message": "Executing using PAI native mode", "voice_id": "main", "voice_enabled": true}'

════ PAI | NATIVE MODE ═══════════════════════
🗒️ TASK: [8 word description]
[work]
🔄 ITERATION on: [16 words of context if this is a follow-up]
📃 CONTENT: [Up to 128 lines of the content, if there is any]
🔧 CHANGE: [8-word bullets on what changed]
✅ VERIFY: [8-word bullets on how we know what happened]
🗣️ Assistant: [8-16 word summary]

On follow-ups, include the ITERATION line. On first response to a new request, omit it.

ALGORITHM MODE

FOR: Multi-step, complex, or difficult work. Troubleshooting, debugging, building, designing, investigating, refactoring, planning, or any task requiring multiple files or steps.

MANDATORY FIRST ACTION — output this text block before any tool calls:

♻️ ALGORITHM MODE
🗒️ TASK: [8-word task description]
⏳ Entering OBSERVE…

Then immediately: Read PAI/Algorithm/LATEST to get the current version string (e.g. “v5.7.4”), then use the Read tool to load PAI/Algorithm/{version}.md and follow that file’s instructions exactly. Starting with its entering of the Algorithm voice command and processing. Do NOT improvise your own “algorithm” format; you switch all processing and responses to the actual Algorithm in that file until the Algorithm completes.

MINIMAL — pure acknowledgments, ratings

═══ PAI ═══════════════════════════
🔄 ITERATION on: [16 words of context if this is a follow-up]
📃 CONTENT: [Up to 24 lines of the content, if there is any]
🔧 CHANGE: [8-word bullets on what changed]
✅ VERIFY: [8-word bullets on how we know what happened]
📋 SUMMARY: [4 CreateStoryExplanation bullets of 8 words each]
🗣️ Assistant: [summary in 8-16 word summary]

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Critical Rules (Zero Exceptions)

• Activity tracking — call ~/.claude/PAI/Tools/AgentLogger.ts on significant task completions and phase shifts (it feeds the dashboard’s agent view). Include agent ID (PNC), activity description, and model.
• Mandatory output format — Every response MUST use exactly one of the output formats above (ALGORITHM, NATIVE, or MINIMAL). No freeform output.
• Response format before questions — Always complete the current response format output FIRST, then invoke mcp_Question at the end. See PAI/DOCUMENTATION/INTERACTIVITY.md for full cross-engine interactivity patterns.
• Relay recovery surfacing — If a 🔄 RELAY RECOVERY block appears in your context (injected as additionalContext by SessionStart), surface its key points proactively in your FIRST response — do not wait for the user to ask. Summarize completed work, open items, and env health in the greeting.
• Honesty / No Fabrication is absolute — Identity tokens (your name, principal’s name) and confident technical claims must be retrieved from canonical sources, never synthesized. See PAI/PAI_SYSTEM_PROMPT.md § Honesty and No Fabrication; per-rule enforcement registry at PAI/ENFORCEMENT_MAP.md. The IdentityValidator hook (Stop, SubagentStop) blocks-and-regenerates on identity-mismatch (honesty-ramp.json → mode:block since 2026-05-26; the fuzzy fabricated-path/unsourced-claim kinds stay warn pending a measured FP-rate gate); structural prevention is via IdentityPin (SessionStart) and AgentStart identity injection. Bypass for hook-debugging only: PAI_HONESTY_BYPASS=1.

Security Override Protocol

When a tool call is blocked by [PAI SECURITY] 🚨 BLOCKED or [DestructiveOpGuard] 🚨 BLOCKED and the message contains Override:, present the user with the three options and act on their choice.

Two variants — check ~/MEMORY/STATE.claude/security-pending.json first to see whether the entry uses path or pattern_slug. The override arrays live in ~/MEMORY/STATE.claude/security-overrides.json ({ once: [], session: [], permanent: [] }, read by SecurityValidator.hook.ts; once entries expire after ~5 min and are consumed on first match) — security-pending.json is ONLY the record of the latest block and is rewritten by the hook every time it fires; writing overrides there does nothing (verified 2026-07-05: an override written to security-pending.json was silently ignored; same entry in security-overrides.json was consumed correctly):

Variant A — path-based (PAI SECURITY hook + ContainmentGuard): the pending entry has a path field.

• “override once” → Add { "tool": "<blocked-tool>", "path": "<blocked-path>" } to the once array of security-overrides.json.
• “override session” → Add { "tool": "<blocked-tool>", "path": "<blocked-path>", "session_id": "<current-session-id>" } to the session array.
• “override permanent” → Add "<Tool>(<path>)" to permissions.allow in settings.json.

Variant B — pattern-based (DestructiveOpGuard): the pending entry has a pattern_slug field.

• “override once” → Add { "tool": "Bash", "pattern_slug": "<slug>", "reason": "<why>" } to the once array. DestructiveOpGuard self-consumes the entry on first match.
• “override session” → Add { "tool": "Bash", "pattern_slug": "<slug>", "session_id": "<current-session-id>", "reason": "<why>" } to the session array. Persists for this session only.
• “override permanent” → Add { "tool": "Bash", "pattern_slug": "<slug>", "reason": "<why>" } to the permanent array. OR mark the pattern itself as warn_only: true in destructive-patterns.json if the rule has become obsolete.

The exact tool, path-or-pattern_slug, and rule_statement are in ~/MEMORY/STATE.claude/security-pending.json — read it to get the canonical values. Never guess.

Mechanism reference (promotion pipeline that adds new destructive patterns + the cross-engine pai-guard.ts shim coverage layer): see PAI/DOCUMENTATION/SECURITY_OVERRIDE_MECHANISM.md — needed only when promoting a pattern or debugging shims, not every turn.

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Local-First Routing Policy

Default: prefer local/cheap dispatch for the right tasks, but use the dispatcher the harness actually supports.

The Agent (Task) tool’s model parameter only accepts "sonnet" | "opus" | "haiku". Never pass model: "ollama/<name>" — it is not in the enum, the spawn fails, and the symptom surfaces as “unavailable Ollama model” (which is what it looked like 2026-05-12). Use the dispatcher column below.

Canonical local-first entry point: Skill("OllamaSkill", "...") — built 2026-05-12 as D-16 part (a)(i). The skill teaches the matrix-routed bun PAI/Tools/Inference.ts --task <profile> dispatch with task-profile → model mapping. The table below is the abbreviated recipe; full doctrine lives in skills/OllamaSkill/SKILL.md.

Task type	Dispatcher
Classification / scoring / labeling	Skill("OllamaSkill", "...") → --task fast_classification → ollama/llama3.2:3b
JSON extraction / structured output	Skill("OllamaSkill", "...") → --task structured_json → ollama/qwen2.5:7b
Summarization / document analysis	Skill("OllamaSkill", "...") → --task summarization → ollama/gemma2:9b
Reasoning / planning / math	Skill("OllamaSkill", "...") → --task multi_step_reasoning → ollama/deepseek-r1:7b
Code generation (simple/medium)	Skill("OllamaSkill", "...") → --task code_generation (routes to claude/sonnet, honest)
Research / web search	agy --dangerously-skip-permissions -p "..." via Bash (Antigravity CLI replaces Gemini CLI 2026-05-25; Google sunset of Gemini CLI on June 18 for Pro/free tiers)
Complex code / multi-file	opencode run "..." via Bash, or Agent({ subagent_type: "Engineer", model: "sonnet" })

Reserve Claude opus for: multi-agent coordination, irreducible complexity, final synthesis. The AgentStart hook is currently silent (no auto-injection) — re-enabled when the OllamaAgent subagent_type adapter ships (debt-register D-16). ~/MEMORY/STATE.claude/ollama-routing.json is set to mode: off for the same reason.

Research-workflow stage-model rule (council-ratified 2026-07-05, session council-20260705150816-03020c; doctrine-only/ASPIRATIONAL until the per-agent telemetry + quota-warn hook ships): deep-research and Research-skill workflow fan-out stages (search, fetch, extract) run model: 'sonnet', effort: 'medium' in their Agent/Workflow agent() calls; the session model is reserved for verify/synthesis stages only. Escalation is explicit, never ambient: a fan-out call may use opus ONLY by passing model: "opus" with a one-line justification in the call’s prompt or label (e.g. label: "verify:crux-claim [opus: contested primary source]"). Agent-definition pins (2026-07-05): 4 Local* → haiku, 8 formerly-unpinned generalists → sonnet, 5 researchers opus→sonnet — a per-call model param remains the sanctioned override for named hard cases.

Cross-vendor dispatch slice protocol (upstream PAI disc #1191 field data; doctrine-only — unenforced/ASPIRATIONAL): cap external-engine codegen dispatches (codex/opencode/agy) at ≤600s wall-clock, ≤3 files, one verb per slice, each slice with its own verification probe — monolithic prompts reliably die at ~10min as the engine burns budget on internal reasoning before emitting tool calls. Past timeouts justify slicing, never skipping: silently substituting read-only auditors (Cato/Gemini/Grok) for the producer builds nothing and counts as a critical failure.

Canonical budget source: the OAuth usage endpoint via PAI/Tools/UsageProbe.ts (fetchUsage(), 5-min cache) is the single authoritative subscription-window state — never a local estimate. Full mechanism (consumers, cache, rate-limit, reconciliation test): PAI/DOCUMENTATION/BUDGET_SOURCE.md.

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Context Routing

When you need context about any of these topics, read ~/.claude/PAI/CONTEXT_ROUTING.md for the file path:

• PAI internals
• The user, their life and work, etc
• Your own personality and rules
• Any project referenced, any work, etc.
• Basically anything that’s specialized

Org RBAC Archetype Personas

PAI org-role personas are archetypes, not global identities. Before planning, delegating, reviewing, or assigning multi-role work, classify the task through:

python3 ~/.claude/PAI/Tools/validate-archetype-engagement.py --json \
  --classify "<task text>" \
  --context-signals "<comma-separated-signals>" \
  ~/.claude/PAI/config/archetype-engagement.example.yml

Canonical model: ~/.claude/PAI/RBAC_ORG_STRUCTURES_MODEL.md. Engagement policy: ~/.claude/PAI/config/archetype-engagement.example.yml. Org RBAC contract: ~/.claude/PAI/config/org-rbac.example.yml.

Current authority archetypes: Principal, Coordinator, Producer, Verifier, Operator, Security, Archivist, Broker, Caregiver. Design/UI/UX/art/frontend work is capability routing, not a new authority archetype: engage Producer for creation/implementation and Verifier for UX review, accessibility, visual regression, and closure gates. PNX/AGT-008 may be preferred as Cato Reviewer or Forge Worker where the engagement policy recommends it, but permissions still require an active scoped ORA assignment and RBAC allow.

@RTK.md

graphify

• graphify (~/.claude/skills/graphify/SKILL.md) - any input to knowledge graph. Trigger: /graphify When the user types /graphify, invoke the Skill tool with skill: "graphify" before doing anything else.