ijfw

Maintain canonical AGENTS.md (open spec). Trigger: 'agents.md', 'update AGENTS.md', or auto-fired by ijfw-team after agent generation.

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', 'layout', 'visual', 'mobile-first', 'dark mode', 'accessibility', 'colors', 'typography', 'brand'.

Check for and apply IJFW updates safely. Trigger: 'update ijfw', 'upgrade', 'latest version', 'is there a new version', /update

Use when the user says: 'build', 'create', 'plan', 'new project', 'brainstorm', 'design', 'UI', 'website', 'dashboard', 'app', 'help me build', 'launch', 'book', 'campaign', or anything project-level. Skill body decides Quick vs Deep path.

Check for and apply IJFW updates safely. Trigger: 'update ijfw', 'upgrade', 'latest version', 'is there a new version', /update

Compress memory/context files into terse form. Trigger: /compress, compress file

Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other models', 'check with other AIs', 'cross-check this', 'get another perspective', /cross-audit

Internal session metrics tracking. Auto-triggered at session boundaries. Tracks tokens, agent usage, efficiency gains. View with /ijfw-status.

Reply to code review without blind agreement or performative pushback. Use when you have received feedback, need to address review, respond to review, handle review comments, or PR comments came back. Trigger: received feedback, address review, respond to review, review comments to handle, PR comments came back, /ijfw-receiving-review

Use when the user asks for a review of any artifact -- code diff, PR, book chapter, campaign brief, landing-page copy, or design tokens. Trigger: review, code review, review this, PR review, review my X, review chapter, review brief, review page, /ijfw-review

RED-GREEN-REFACTOR enforcement. Use when implementing a feature or bugfix before writing implementation code. Trigger: tdd, test first, red green refactor, /ijfw-tdd

Authoring discipline for new IJFW skills. Use when creating a new skill, writing a skill, making a skill that does X, or asked to add a skill. Trigger: create a new skill, write a skill, new skill, make me a skill, skill that does, /ijfw-writing-skills

Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other models', 'check with other AIs', 'cross-check this', 'get another perspective', /cross-audit

Use when the user says: 'set up a team', 'create agents for', 'team for this project', 'who should work on this', or after Discovery in a project setup flow.

Run the IJFW preflight pipeline (11 gates, fail-fast). Trigger: 'ijfw preflight', 'run preflight', 'check before ship', 'preflight gates', 'validate before release'.

Audit and clean project memory files. Trigger: 'memory audit', 'clean memory', 'memory health', /memory-audit

Surface relevant project memory at session start or on demand. Trigger: session start, 'recall', 'remember', 'what do you know', 'context', /recall

Diagnose IJFW integration health per platform. Trigger: 'doctor', 'check setup', /doctor

Use when the user says: 'ijfw status', 'show me the system state', 'what is ijfw doing', or to see the at-a-glance routing / memory / activity banner.

Show IJFW state -- mode, routing, session metrics, memory health. Trigger: 'status', /status, /ijfw-status

Use when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary. Trigger: 'milestone summary', 'summarize milestone', 'milestone recap', 'onboard someone to this release', 'what shipped in v<X>', invoked by ijfw-complete-milestone.

Use when about to claim completion: 'done', 'fix complete', 'tests pass', 'build succeeded', 'shipped', 'no regressions', 'ready to merge', 'ready to ship'. Iron Law gate requiring fresh verification evidence in the same message as the claim; wires into runtime (verification-gate.js + the ijfw_state MCP tool subagent.post-done verb).

Use when the user says 'plan this', 'plan it', 'make a plan', 'let's plan', 'draft a plan', 'how should we tackle this', 'break this down', or invokes '/ijfw-plan'. Produces a falsifiable PLAN.md (software, book, campaign, design, research) with task breakdown, dependency wave-table, and success criteria — gated by validatePlan() + ijfw-plan-checker before dispatch.

Use when the user says: 'set up a team', 'create agents for', 'team for this project', 'who should work on this', or after Discovery in a project setup flow.

Use when the user says: 'compute', 'crunch this', 'analyze logs', 'aggregate the data', 'run a script', 'dedupe', 'count by', 'top N', or any data-shaping ask. Replaces dumping raw data into context with sandboxed script execution.

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

Use when the user says 'ship it', 'ship this', 'release', 'publish', 'launch', 'deploy', 'go live', 'wrap this up', 'time to ship', or invokes '/ijfw-ship'. Domain-aware release — software (test → tag → push → publish), book (final edit → format → KDP / agent / Substack), campaign (review → schedule → launch → first-24h monitor), landing page (deploy → analytics → mobile + a11y re-check), design system (publish → announce → adoption). Reads the issue ledger, runs the SHIP gate, requires the user's push-word for irreversible ops.

Bootstrap a fresh project of any domain -- software, book, marketing campaign, landing page, design system, or product launch. Trigger: 'new project', 'start a project', 'bootstrap project', 'init a project', 'scaffold a project', /ijfw-new-project

Use when the user says: 'ui spec', 'design contract', 'ui audit setup', 'lock the design', 'visual contract', 'ui review setup', or '/ijfw-ui-spec'. Produces UI-SPEC.md as the visual design contract before any frontend or visual-artifact build, and dispatches ijfw-ui-auditor as the final 6-pillar gate.

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.

Use when a milestone is shipping and you need to archive its artifacts, generate a summary, and seed the next milestone. Trigger: 'milestone complete', 'ship milestone', 'wrap milestone', 'complete milestone <id>', /ijfw-complete-milestone.

Use when the user says: 'new milestone', 'next milestone', 'plan milestone', 'start milestone', 'begin v1.2', 'kick off next release', 'next chapter', 'next campaign wave', 'next design tier', /ijfw-new-milestone

Use when the user says 'spec this', 'scope this slice', 'lock requirements', 'what are we building', or before any planning / execution call where requirements are ambiguous. Produces a falsifiable SPEC.md that locks WHAT before HOW.

Use when the user says: 'design', 'redesign', 'UI', 'UX', 'dashboard', 'page', 'component', 'make it look better', 'polish', 'pretty', 'professional', 'user experience', 'layout', 'visual', 'accessibility', 'colors', 'typography', 'brand'.

Use when the user says: 'design', 'redesign', 'UI', 'UX', 'dashboard', 'page', 'component', 'make it look better', 'polish', 'pretty', 'professional', 'user experience', 'layout', 'visual', 'accessibility', 'colors', 'typography', 'brand'.

Use when the user says: 'build', 'create', 'plan', 'new project', 'brainstorm', 'design', 'UI', 'website', 'dashboard', 'app', 'help me build', 'launch', 'book', 'campaign', or anything project-level. Skill body decides Quick vs Deep path.

Use when the user says: 'set up a team', 'create agents for', 'team for this project', 'who should work on this', or after Discovery in a project setup flow.

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.

One-line code review comments. Trigger: review, code review, PR review, /ijfw-review

Generate a cross-platform AI audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other AIs', 'cross-check this', 'get another perspective', /cross-audit