FerroxLabs

ijfw-agents-md

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

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.

ijfw-compute

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-milestone-summary

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.

ijfw-new-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

ijfw-new-project

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

ijfw-plan

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.

ijfw-receiving-review

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

ijfw-ship

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.

ijfw-spec-phase

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.

ijfw-tdd

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

ijfw-team

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.

Web & Frontend Solid

ijfw-ui-spec

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.

ijfw-workflow

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.

ijfw-writing-skills

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

ijfw-auto-memorize

Session-end auto-extraction of lessons, errors, fixes, and user feedback into structured memory. Fires at session end. Requires consent on first run.

ijfw-core

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

ijfw-critique

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.

ijfw-cross-audit

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

ijfw-debug

Root-cause analysis with hypothesis tracking. Trigger: 'debug', 'broken', 'not working', 'fix this bug', /debug

Web & Frontend Solid

ijfw-design

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'.

ijfw-metrics

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

ijfw-plan-check

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.

ijfw-update

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

ijfw-verify

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).

ijfw-summarize

Generate optimized project context from codebase scan. Trigger: new project, no CLAUDE.md, /ijfw-summarize

Code & Development Listed

ijfw-review

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

ijfw-commit

Terse conventional commits. Trigger: commit, git commit, /ijfw-commit

ijfw-compress

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

ijfw-dashboard

Control the IJFW observation dashboard (start/stop/status). Trigger: 'ijfw dashboard', 'open dashboard', 'show observations', 'dashboard start', 'dashboard stop', 'dashboard status', 'view session activity'.

ijfw-handoff

Session handoff generation and loading. Trigger: session end, context full, /handoff

ijfw-memory-audit

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

ijfw-preflight

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

ijfw-recall

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

ijfw-doctor

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

ijfw-status

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.