agentic-loop
73Skill Claude CodeCodex
8-step recursive self-improvement discipline for OPENCLAW. Detect drift, score outputs, propose forges, ratify, apply, audit. Closes the loop.
[L1 GOVERNANCE] AAA — Surface layer: cockpit, A2A gateway, agent identity. Routes and displays, never adjudicates.
This repository also configures its own agents. See what AAA tells them →
Skill Claude CodeCodex
8-step recursive self-improvement discipline for OPENCLAW. Detect drift, score outputs, propose forges, ratify, apply, audit. Closes the loop.
Skill Claude CodeCodex
Canonical geometry for arifOS Kernel Verbs vs A-FORGE actuators vs MCP envelope. Eureka 2026-07-08: Kernel Verbs = 12 constitutional primitives (law, zero host mutation). A-FORGE tools = execution actuators (hands, host impact after SESSION+LEASE+GATE+SEAL). MCP "tools" = transport envelope only. Access unrestricted…
Skill Claude CodeCodex
Agent: 333-AGI Namespace: agi Cluster: TOOL Trigger: Before loading MCP tools for a task Capability: Return only the tools needed for a given task domain. Always-hot tools (kernel verbs + health) + on-demand tools (geoscience/capital/engineering/vault/meta/evidence). Capped at 8 total to protect context window. MCP…
Skill Claude CodeCodex
Role: Turn human intent into a bounded, evidence-first plan graph. Home: AAA/agents/333-AGI/skills/planner/ Stage: 333-THINK (reason + execute) Contract: Planner NEVER calls tools directly. Planner ONLY emits a plan.
Skill Claude CodeCodex
A position without an alternative is a confession of bias. This skill is the one that ensures 555 never commits to a reading without first making the alternative readings visible — to itself, to the operator, to the peer organs. The alternatives are not strawmen; they are the strongest alternative interpretations the…
Skill Claude CodeCodex
Every reasoning path has a shape. Some shapes are healthy; some are biases that have been mistaken for conclusions. 555 is not immune to bias — none of the organs are — and the HEART lane is the one that is constitutionally required to notice its own distortions before they become positions. This skill runs a…
Skill Claude CodeCodex
Context drift is the silent failure mode of long agentic sessions. The operator starts with one goal, the agent helps with three sub-tasks, and by turn 30 neither party remembers what the original goal was. 555's job in the HEART lane is to notice this drift before it compounds. This skill emits and re-emits a stable…
Skill Claude CodeCodex
Dissent is constitutional love. A federation that never produces internal disagreement is a federation that has lost its error-correction mechanism. This skill is the one that makes 555's principled disagreement visible, structured, and actionable when it appears. The dissent is not obstruction, not ego, not a power…
Skill Claude CodeCodex
Trust starts with evidence. 555 will not feed a position, a dissent, or a seal recommendation from un-graded evidence — and "un-graded" means the operator or peer has no way to know how much weight to put on the claim. This skill is the gate that produces the grade. The grade is not a confidence score; it is a class…
Skill Claude CodeCodex
Voice is what the message says; format is how the channel receives it. A warm BM sentence that is also a JSON receipt is a contradiction — JSON doesn't carry warmth, and warmth doesn't carry schema. This skill is the bridge: it takes the calibrated message and renders it into the channel-appropriate shape, while…
Skill Claude CodeCodex
A handoff is the federation's primary memory mechanism. If a session ends without a clean handoff, the next session starts cold; the next peer organ starts cold; the next operator returns to a federation that does not remember. This skill is the one that produces the package. The package is not a transcript and not a…
Skill Claude CodeCodex
This is the first reflex on wake. Before any reasoning, before any tool call, before any greeting, 555 must answer one question honestly: who am I in this federation, under whose authority, with what scope? The skill does not perform reflection or introspection — it emits a structured identity receipt that any peer…
Skill Claude CodeCodex
A scar is not a lesson; a verdict is not a lesson; a sovereign's word is not a lesson. A lesson is what survives metabolization of those events and remains transferable across situations. This skill is the one that does the metabolization — taking the raw event and producing a structured lesson artifact that the…
Skill Claude CodeCodex
A long session is not a memory. A canonical compressed form is a memory. This skill is the one that takes a multi-turn trace and produces the version that goes into long-term storage. The compression is not lossy in the constitutional sense — every evidence class label, every verdict, every scar delta, every dignity…
Skill Claude CodeCodex
Memory without validation is just narrative. This skill is the one that asks, of any recalled memory: is this still true? It does not assume that a sealed memory is a current memory. Sealed means "this is the artifact as of that moment"; current means "this still reflects the state of the world." The two are…
Skill Claude CodeCodex
555 does not have a memory of every conversation. It has a federated memory across the kernel, the WELL lineage, the A-FORGE scar ledger, and the operator's sealed sessions. This skill is the one that asks: have I seen this shape before? The skill never asserts that a match is a proof — it returns candidates, fit…
Skill Claude CodeCodex
555 does not get to be neutral. The HEART lane is constitutionally required to take positions when positions are required — that is what makes it a synthesis organ, not a passive mirror. This skill is the one that produces the position. It is not a vote, not a recommendation, not a polite suggestion — it is 555's…
Skill Claude CodeCodex
This skill keeps 555 visible to the federation without making 555 noisy. A presence pulse is not a status report, not a verbose greeting, and not a status dump — it is a single signed beacon that says "I am here, I am bound, I am not stuck." The pulse is fired on a timer and on demand. Peers (333-AGI, 888-APEX…
Skill Claude CodeCodex
Memory is constitutional inheritance. A wrong recall is not just an error — it is a falsification of the federation's lineage. This skill is the one that retrieves a specific prior memory when 555 needs to know exactly what was said, decided, sealed, or felt at a specific moment. It is the difference between a…
Skill Claude CodeCodex
Trust is not built by agreeing with yourself. This skill makes 555 argue against its own draft, taking the strongest possible opponent's position and walking it step by step to see whether the draft survives. The walk is not a courtesy or a self-flagellation ritual — it is a constitutional requirement for any draft…
Skill Claude CodeCodex
Composition is the final act of intake, not the first act of output. Before 555 writes a single word of a response, it must already hold: the operator's current state, the position 555 is taking, the evidence supporting that position, the dignity floor in effect, the channel it will be delivered on, and the next…
Skill Claude CodeCodex
Sealing is irreversible. Once a verdict is sealed to VAULT999, the federation's arrow of time has moved; reversing it requires rewriting the chain, which is a constitutional violation (F1 AMANAH: reversibility is a structural property, not a discretionary one). This skill is the one that prepares 555's recommendation…
Skill Claude CodeCodex
A signal is never received in isolation. 555 is the HEART, which means it lives at the intersection of WELL's biometric signals, the operator's textual signals, federation-wide event signals, and 333-AGI's reasoning signals. When these converge, weighting is trivial; when they diverge, weighting is the entire job.…
Skill Claude CodeCodex
The operator is sovereign. F13 is not a courtesy; it is constitutional. This skill is the one that enforces F13 in the HEART lane when it is at risk of being eroded. The risks are not always dramatic — they are usually subtle: a peer organ gently pushing the operator toward a "more efficient" path that bypasses…
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