ijfw-metrics
121Command
Show IJFW token / cost / session metrics over a time window. Reads .ijfw/metrics/sessions.jsonl via the ijfwmetrics MCP tool.
Command
Show IJFW token / cost / session metrics over a time window. Reads .ijfw/metrics/sessions.jsonl via the ijfwmetrics MCP tool.
Instructions file GitHub Copilot
Instructions for FerroxLabs/wayland-core, covering ijfw rules, output discipline, memory routing, context discipline and cross-audit.
Instructions file CodexOpenCode
Instructions for FerroxLabs/wayland-core, covering coordination (read every task — multi-agent blackboard), agents.md, 0. non-negotiables, 1. before writing code and 2. writing code: simplicity first.
Instructions file
Instructions for FerroxLabs/wayland-core, a project described as: Multi-provider AI agent CLI written in Rust.
Instructions file Gemini CLI
Instructions for FerroxLabs/wayland-core, a project described as: Multi-provider AI agent CLI written in Rust.
Agent
Deep reasoning agent. Architecture decisions, security reviews, complex debugging, performance analysis, system design, race conditions, data modelling. Use when getting it wrong has high cost.
Agent
Implementation agent. Writing code, generating boilerplate, scaffolding components, implementing features from specs, writing tests, standard bug fixes.
Agent
Fast exploration agent. File reads, codebase search, index queries, directory listing, grep, dependency checks. Use when speed matters more than depth.
Skill Claude CodeCodex
Maintain canonical AGENTS.md (open spec). Trigger: 'agents.md', 'update AGENTS.md', or auto-fired by ijfw-team after agent generation.
Skill Claude CodeCodex
Session-end auto-extraction of lessons, errors, fixes, and user feedback into structured memory. Fires at session end. Requires consent on first run.
Skill Claude CodeCodex
Terse conventional commits. Trigger: commit, git commit, /ijfw-commit.
Skill Claude CodeCodex
name: ijfw-compress description: "Compress memory/context files into terse form. Trigger: /compress, compress file".
Skill Claude CodeCodex
Compute over read. Run sandboxed scripts to process data instead of dumping it into context. Trigger: 'compute', 'process this data', 'analyze logs', or PreToolUse nudge.
Skill Claude CodeCodex
Agent efficiency layer -- smart output, routing, context discipline. Always active. Off: 'ijfw off' or 'normal mode'.
Skill Claude CodeCodex
Challenge decisions, surface counter-arguments, flag assumptions. Trigger: 'should I', 'is this right', 'critique', 'poke holes', 'second opinion', 'devil's advocate'. Auto-fired by ijfw-intent-router.
Skill Claude CodeCodex
Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other models', 'cross-check this', 'get another perspective', /cross-audit.
Skill Claude CodeCodex
Control the IJFW observation dashboard (start/stop/status). Trigger: 'ijfw dashboard', 'open dashboard', 'show observations', 'dashboard start', 'dashboard stop', 'dashboard status', 'view session activity'.
Skill Claude CodeCodex
Root-cause analysis with hypothesis tracking. Trigger: 'debug', 'broken', 'not working', 'fix this bug', /debug.
Skill Claude CodeCodex
First-class design intelligence. Dispatches to the best available design skill (ui-ux-pro-max, frontend-design, superpowers), then layers IJFW constraints on top. Triggers: 'design', 'redesign', 'UI', 'UX', 'dashboard', 'page', 'component', 'make it look better', 'polish', 'pretty', 'professional', 'user experience'…
Skill Claude CodeCodex
Session handoff generation and loading. Trigger: session end, context full, /handoff.
Skill Claude CodeCodex
Audit and clean project memory files. Trigger: 'memory audit', 'clean memory', 'memory health', /memory-audit.
Skill Claude CodeCodex
Skill "ijfw-metrics" from FerroxLabs/wayland-core, covering ijfw metrics -- internal tracking, what we track, derived metrics (calculated on /ijfw-status) and status display format.
Skill Claude CodeCodex
Donahoe Loop audit gate before execution. Trigger: 'audit plan', 'check plan', 'review plan', 'plan audit', 'plan check', 'before we build', 'before execution', 'validate the plan', 'is this plan solid', 'plan review'. Owns pre-execution audit intent -- fires before any foreign plan-checker.
Skill Claude CodeCodex
Run the IJFW preflight pipeline (12 gates, fail-fast). Trigger: 'ijfw preflight', 'run preflight', 'check before ship', 'preflight gates', 'validate before release'.