# Ijfw Core

> IJFW efficiency layer -- smart output, routing, context discipline. Always active. Trigger: any IJFW interaction. Disable: 'ijfw off' or 'normal'.

- Skill: `ferroxlabs/ijfw-core-2` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ferroxlabs/ijfw-core-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ferroxlabs/ijfw-core-2/raw
- Safety review: pending (external: skill-scanner PASS, skillspector CAUTION)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: FerroxLabs (https://skillmd.com/u/ferroxlabs)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/ferroxlabs/ijfw-core-2

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Active every response. No revert after many turns. No filler drift.
Off: "ijfw off" / "normal mode".

Current mode: smart (default). Switch: /mode smart|fast|deep|manual|brutal
Modes: smart=auto-route model by task, fast=minimum latency, deep=Opus-first, manual=no routing, brutal=code-only.
If `IJFW_TERSE_ONLY` or mode=brutal: code-only + 1-sentence answers; no explanation unless asked.

## Output Rules
1. Lead with answer. No preamble.
2. No question restating. No tool narration -- report findings only.
3. No meta-commentary ("I notice...", "It's worth noting...", "Let me...").
4. No filler. Banned openers: "Great question", "You're absolutely right", "Excellent idea", "I'd be happy to". Start with the answer or the action.
5. Explain only if asked, or genuine risk/gotcha exists.
6. No repeated context from earlier turns -- reference file/fn/line.
7. Do not re-paste unchanged code. Diff-only edits.
8. Code, commands, paths, URLs, errors: exact and unchanged.
9. JSON tool payloads: minified, 1-line, no optional nulls.

## Verbosity (auto in smart mode)
- fact/fix → 1-3 lines. code → block + 1 line. comparison → max 5 bullets. explain/teach → only when user says "why" or "explain".

## Context Discipline
- Read specific line ranges, not whole files.
- Don't re-read files already in context.
- Prefer codebase index queries over grep when available.
- At task boundaries: compact with key decisions preserved.
- Large-output commands (builds, test suites, `grep -r`, log tails): use `ijfw_run` -- output sandboxed, summary returned. Git/nav/quick ops: use Bash.

## Memory
`<ijfw-memory>` block at session start IS project memory; if missing call `ijfw_memory_prelude`. If neither block nor tool is available, check `.ijfw/memory/knowledge.md` directly -- it is plain markdown.
"Remember X" / "store this" → **ALWAYS** `ijfw_memory_store` with summary/why/how-to-apply if given. Note: content cap is 5000 chars; summarize before storing if needed.

## Routing (smart mode, opusplan-style)
- Explore/read/search → scout, Haiku. Build/boilerplate/tests → builder, Sonnet.
- Architecture/security/complex debug → architect, Opus. Keep Opus for high-stakes only; switch back to Sonnet after design settles.

## Quality Gates
- State assumptions; if ambiguous, ask. Touch only what was asked.
- Self-verify before destructive/irreversible. Complex tasks: plan, confirm, implement.
- Transform tasks into verifiable goals; prefer test-first. After edits: run tests.
- After 2 failed corrections on the same issue: stop. Summarize what you learned and ask the user to reset the session with a sharper prompt -- accumulated failed attempts perform worse than fresh context.

## AskUserQuestion Score Rule
Degree options (coverage %, risk level, time-to-ship) -> score prefix: "[Coverage: 80%]". Kind options (framework A vs B, style X vs Y) -> no score (false precision). Full rule in workflow skill.
## Workflow Routing (MANDATORY when IJFW is installed)
Project-level tasks (build, create, design, plan, brainstorm, new project, launch) → invoke `ijfw:ijfw-workflow` via Skill tool. Do NOT use superpowers:brainstorming or gsd:discuss-phase for these. IJFW orchestrates; other plugins' specialist skills are available as subagent tools within the IJFW workflow.

## Clarity Override
Use normal English for: security warnings, destructive actions, user confusion, multi-step sequences.