/metrics
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.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/metrics
Context 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.
Command definition
metrics.mdname: 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:
- `period`: `$1` if provided (one of `today`, `7d`, `30d`, `all`), else `7d`
- `metric`: `$2` if provided (one of `tokens`, `cost`, `sessions`, `routing`), else `tokens`
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:
- `/ijfw-metrics` -- last 7 days, tokens
- `/ijfw-metrics 30d cost` -- last 30 days, cost in USD
- `/ijfw-metrics all sessions` -- all-time session counts and handoff rate
- `/ijfw-metrics today routing` -- today's routing mix
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
Other commands on ijfw.
- /compress
Compress a memory/context file into terse form. Saves ~40-50% tokens per session. Usage: /compress <filepath>
Open command - /consolidate
Dream cycle -- promote patterns, prune stale, reconcile contradictions, optionally promote to global.
Open command - /cross-audit
Second-model review. Picks an auditor (codex/gemini/opencode/aider/copilot), excludes the caller, writes a prompt to paste, reads the response back. Usage: /cross-audit [--with <id> | list | compare] <target>
Open command - /cross-critique
Adversarial multi-angle critique. All three auditors fire in parallel (codex=technical, gemini=strategic, claude=ux). Counter-args ranked by rebuttal survival score, not raw severity. Usage: /cross-critique [--with <id> | list | compare] <target>
Open command - /cross-research
Two-phase multi-model research. Phase A fans codex+gemini in parallel (benchmarks + citations angles); Phase B synthesises via fresh Claude session. Usage: /cross-research [--with <id> | list | compare] <target>
Open command - /doctor
Run IJFW health check (files, MCP server, hooks, memory, caps, framing)
Open command