Repository
FerroxLabs/ijfw agent skills
- skills
- 38
- GitHub stars
- 212
GitHub description: “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.”
- Stars
- 212 (43 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Apr 2026
- Homepage
- npmjs.com/package/@ijfw/install
- ai-agents
- ai-coding
- claude-code
- codex
- cursor
- developer-tools
- gemini-cli
- github-copilot
- mcp
- mcp-server
- memory
- nodejs
- typescript
- windsurf
Install all skills
npx skills add FerroxLabs/ijfwAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in FerroxLabs/ijfw, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Maintain canonical AGENTS.md (open spec). An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~2.7k | Automated safety check: Pass | MIT | 2 days ago |
| 2 | A skill your agent uses when the user says: 'design', 'redesign', 'UI', 'UX', 'dashboard', 'page', 'component', 'make it look better', 'polish', 'pretty', 'professional', 'user experience'… | FerroxLabs/ | 212 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 3 | A skill your agent uses when a milestone is shipping and you need to archive its artifacts, generate a summary, and seed the next milestone. | FerroxLabs/ | 212 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 4 | Challenge decisions, surface counter-arguments, flag assumptions. | FerroxLabs/ | 212 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 5 | Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. | FerroxLabs/ | 212 | — | ~594 | Automated safety check: Pass | MIT | 2 days ago |
| 6 | Root-cause analysis with hypothesis tracking. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~578 | Automated safety check: Pass | MIT | 2 days ago |
| 7 | A skill your agent uses when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary. | FerroxLabs/ | 212 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 8 | A skill your agent uses 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… | FerroxLabs/ | 212 | — | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 9 | Bootstrap a fresh project of any domain -- software, book, marketing campaign, landing page, design system, or product launch. | FerroxLabs/ | 212 | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 10 | 10.Ijfw Plan A skill your agent uses 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'. | FerroxLabs/ | 212 | — | ~2.2k | Automated safety check: Notes | MIT | 2 days ago |
| 11 | Donahoe Loop audit gate before execution. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~629 | Automated safety check: Pass | MIT | 2 days ago |
| 12 | 12.Ijfw Review A skill your agent uses when the user asks for a review of any artifact -- code diff, PR, book chapter, campaign brief, landing-page copy, or design tokens. | FerroxLabs/ | 212 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 13 | 13.Ijfw Ship A skill your agent uses when the user says 'ship it', 'ship this', 'release', 'publish', 'launch', 'deploy', 'go live', 'wrap this up', 'time to ship', or invokes '/ijfw-ship'. | FerroxLabs/ | 212 | — | ~2k | Automated safety check: Notes | MIT | 2 days ago |
| 14 | A skill your agent uses 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. | FerroxLabs/ | 212 | — | ~1.3k | Automated safety check: Notes | MIT | 2 days ago |
| 15 | 15.Ijfw TDD RED-GREEN-REFACTOR enforcement. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 16 | 16.Ijfw Team A skill your agent uses 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. | FerroxLabs/ | 212 | — | ~3.7k | Automated safety check: Pass | MIT | 2 days ago |
| 17 | 17.Ijfw UI Spec A skill your agent uses when the user says: 'ui spec', 'design contract', 'ui audit setup', 'lock the design', 'visual contract', 'ui review setup', or '/ijfw-ui-spec'. | FerroxLabs/ | 212 | — | ~1.9k | Automated safety check: Notes | MIT | 2 days ago |
| 18 | 18.Ijfw Verify A skill your agent uses when about to claim completion: 'done', 'fix complete', 'tests pass', 'build succeeded', 'shipped', 'no regressions', 'ready to merge', 'ready to ship'. | FerroxLabs/ | 212 | — | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 19 | Authoring discipline for new IJFW skills. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~2.3k | Automated safety check: Pass | MIT | 2 days ago |
| 20 | Control the IJFW observation dashboard (start/stop/status). An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~403 | Automated safety check: Pass | MIT | 2 days ago |
| 21 | Run the IJFW preflight pipeline (11 gates, fail-fast). An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~395 | Automated safety check: Pass | MIT | 2 days ago |
| 22 | A skill your agent uses when the user says: 'build', 'create', 'plan', 'new project', 'brainstorm', 'design', 'UI', 'website', 'dashboard', 'app', 'help me build', 'launch', 'book', 'campaign', or… | FerroxLabs/ | 212 | — | ~5.8k | Automated safety check: Pass | MIT | 2 days ago |
| 23 | 23.Ijfw Compute A skill your agent uses 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. | FerroxLabs/ | 212 | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 24 | 24.Ijfw Core IJFW efficiency layer -- smart output, routing, context discipline. | FerroxLabs/ | 212 | — | ~897 | Automated safety check: Pass | MIT | 2 days ago |
| 25 | 25.Ijfw Doctor Diagnose IJFW integration health per platform. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~435 | Automated safety check: Pass | MIT | 2 days ago |
| 26 | 26.Ijfw Metrics Internal session metrics tracking. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~626 | Automated safety check: Pass | MIT | 2 days ago |
| 27 | Reply to code review without blind agreement or performative pushback. | FerroxLabs/ | 212 | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 28 | 28.Ijfw Status Show IJFW state -- mode, routing, session metrics, memory health. | FerroxLabs/ | 212 | — | ~504 | Automated safety check: Pass | MIT | 2 days ago |
| 29 | 29.Ijfw Update Check for and apply IJFW updates safely. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~730 | Automated safety check: Pass | MIT | 2 days ago |
| 30 | 30.Ijfw Handoff Session handoff generation and loading. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~279 | Automated safety check: Pass | MIT | 2 days ago |
| 31 | Audit and clean project memory files. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~382 | Automated safety check: Pass | MIT | 2 days ago |
| 32 | 32.Ijfw Recall Surface relevant project memory at session start or on demand. | FerroxLabs/ | 212 | — | ~312 | Automated safety check: Pass | MIT | 2 days ago |
| 33 | 33.Ijfw Review One-line code review comments. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~307 | Automated safety check: Pass | MIT | 2 days ago |
| 34 | Generate optimized project context from codebase scan. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~326 | Automated safety check: Pass | MIT | 2 days ago |
| 35 | 35.Ijfw Status A skill your agent uses 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. | FerroxLabs/ | 212 | — | ~392 | Automated safety check: Pass | MIT | 2 days ago |
| 36 | Session-end auto-extraction of lessons, errors, fixes, and user feedback into structured memory. | FerroxLabs/ | 212 | — | ~932 | Automated safety check: Pass | MIT | 2 days ago |
| 37 | 37.Ijfw Commit Terse conventional commits. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~282 | Automated safety check: Pass | MIT | 2 days ago |
| 38 | Compress memory/context files into terse form. An agent skill from FerroxLabs/ijfw. | FerroxLabs/ | 212 | — | ~224 | Automated safety check: Pass | MIT | 2 days ago |
Questions, answered from the data.
What is the best skill in FerroxLabs/ijfw?
Ijfw Agents Md from FerroxLabs/ijfw ranks first of the 38 skills in FerroxLabs/ijfw listed here, with the highest score: its repository has 212 GitHub stars, its SKILL.md loads about 2.7k tokens and it passes the automated safety check with no findings. Next come Ijfw Design and Ijfw Complete Milestone.
Are the skills in FerroxLabs/ijfw official?
None yet. All 38 skills in FerroxLabs/ijfw listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from FerroxLabs/ijfw?
Run npx skills add FerroxLabs/ijfw in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.