compress
Compress a memory/context file into terse form. Saves ~40-50% tokens per session. Usage: /compress <filepath>
Show IJFW token / cost / session metrics over a time window. Reads .ijfw/metrics/sessions.jsonl via the ijfw_metrics MCP tool.
$ npx -y skills add FerroxLabs/ijfw --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
/metricsContext preview
What this command does when you run it.
Show IJFW token / cost / session metrics over a time window. Reads .ijfw/metrics/sessions.jsonl via the ijfw_metrics MCP tool.
name: ijfw-metrics description: "Show IJFW token / cost / session metrics over a time window. Reads .ijfw/metrics/sessions.jsonl via the ijfw_metrics MCP tool."
Call the `ijfw_metrics` MCP tool with:
Render the result inside a fenced code block -- no extra commentary, no headers. The tool returns positive-framed text even when no data is available yet.
Examples the user might invoke:
Footer note (only if data appears): metrics reflect clean session-ends only -- crashes or force-quits skip the Stop hook and undercount tokens for that turn.
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow.
Repo: FerroxLabs/ijfw
Compress a memory/context file into terse form. Saves ~40-50% tokens per session. Usage: /compress <filepath>
Dream cycle -- promote patterns, prune stale, reconcile contradictions, optionally promote to global.
Second-model review. Picks an auditor (codex/gemini/opencode/aider/copilot), excludes the caller, writes a prompt to paste, reads the response back. Usage:…
Adversarial multi-angle critique. All three auditors fire in parallel (codex=technical, gemini=strategic, claude=ux). Counter-args ranked by rebuttal survival…
Two-phase multi-model research. Phase A fans codex+gemini in parallel (benchmarks + citations angles); Phase B synthesises via fresh Claude session. Usage:…
Run IJFW health check (files, MCP server, hooks, memory, caps, framing)