Necmttn

Necmttn/ax

Agent

Reviews ax SurrealDB schema + ingest-stage changes for the registration gotchas that fail CI.

Necmttn/ax

Skill Claude CodeCodex

Use when adding a new ingest stage or a new SurrealDB table to the ax graph. Encodes the exact registration gotchas that fail CI if missed.

Necmttn/ax

Plugin Claude Code

ax - the agent experience layer. Local graph of every Claude Code + Codex session, skill invocation, edit, and commit. Surfaces what to use, what to ground on, and which experiments to package next.

Necmttn/ax

Instructions file CodexOpenCode

AGENTS.md instructions for Necmttn/ax, a project described as: the agent experience layer · observability + memory for AI coding agents (Claude Code + Codex) · local-first, typed, yours.

Necmttn/ax

Instructions file

Claude Code instructions for Necmttn/ax, covering claude.md, what this is, attribution on shareable artifacts, claiming work (multi-agent) and stack.

Necmttn/ax

Agent

Reviews one prior session through ax's normalized cross-harness Turn view and emits a structured retro (tried · worked · failed · next) plus optional proposals. Dispatched by the /retro skill from a .ax/tasks/retro/ .md brief. Runs ax retro emit and, when patterns repeat, ax improve recommend. Never edits source code.

Necmttn/ax

Skill Claude CodeCodex

Reconstruct the workflow behind a past artifact - "what made X work" / "extract workflow from " / "how did we ship Y". Uses ax to find the relevant sessions and narrate the ordered skill arcs that produced the result. Triggers on "what made X work", "how did we build Y", "extract workflow from ", "extract workflow…

Necmttn/ax

Skill Claude CodeCodex

Star the ax repo, file an issue / bug report, or fork-and-open-a-PR against github.com/Necmttn/ax on the user's behalf, by shelling out to the gh CLI. Triggers when the user says "star ax", "star the repo", "I want to support ax", "report this as an ax bug", "file an ax issue", "open an issue on ax", "this looks like…

Necmttn/ax

Skill Claude CodeCodex

Surplus-quota training loop over the ax graph - the agent burns the remaining 5h/7d plan-quota window on self-improvement: locking pending verdicts, filling briefs, backtesting routing classes, minting proposals, running worktree experiments, and drafting upstream issue reports. Triggers when the user says "/dojo"…

Necmttn/ax

Skill Claude CodeCodex

Model-routing orchestration for any expensive frontier model (Fable, Opus, GPT-5.x) - the main model keeps judgment and Q&A review, mechanical subagent dispatches carry an explicit cheaper model, and ax measures whether the routing actually worked. Use when orchestrating codebase-heavy or token-heavy work with…

Necmttn/ax

Skill Claude CodeCodex

Write the agent-generated narration of the current session - the reviewable story of what changed, including what never reaches a PR (user corrections, abandoned attempts, tool failures). Triggers on "narrate this session", "summarize what changed", "write the session story", "narrate what we did", "session…

Necmttn/ax

Skill Claude CodeCodex

Draft or revise ax release announcements and website changelog pages. Triggers when the user says "write release notes", "draft release announcement", "prepare changelog", "release page", "version page", "what changed in vX.Y.Z", "generate announcement for vX.Y.Z", or asks for a release narrative. Uses Release Please…

Necmttn/ax

Skill Claude CodeCodex

Deep retro of retros - investigation pass that surfaces improvements across older retros and the current ax setup. External AI agent drives the reasoning with high thinking enabled. Triggers when user says "deep retro", "investigate ax", "what should I fix in my setup", "retro of retros", or invokes /ax:retro-meta.…

Necmttn/ax

Skill Claude CodeCodex

Guided experiment-loop retrospective over the ax agent-experience graph. Walks the user through their open proposals (accept-with-scaffold or reject), pending verdicts (confirm the suggested verdict or override), and recent harness-hook effectiveness signal. Triggers when the user says "let's do an ax retro", "ax…

Necmttn/ax

Skill Claude CodeCodex

Install + verify ax (the agent experience layer). Triggers when the user says "install ax", "set up ax", "ax not found", "ax doctor", "is ax running", "fix ax install", "first-time ax setup", or any setup question about the ax CLI / skills / daemon. Walks the install via the install.sh + skills.sh + first ingest…

Necmttn/ax

Skill Claude CodeCodex

Definition-of-done checklist for shipping a new write, signal, table, edge, or query to the ax graph. Use when adding a SurrealDB table/edge/field, an ingest derive-stage, a new analytic query, or any new ax capability - before opening the PR. Ensures every write gets an on-demand read AND a proactive (agent-facing)…