ijfw-agents-md
Maintain canonical AGENTS.md (open spec). Trigger: 'agents.md', 'update AGENTS.md', or auto-fired by ijfw-team after agent generation.
Control the IJFW observation dashboard (start/stop/status). Trigger: 'ijfw dashboard', 'open dashboard', 'show observations', 'dashboard start', 'dashboard stop', 'dashboard status', 'view session activity'.
$ npx -y skills add FerroxLabs/ijfw --skill ijfw-dashboard --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/ijfw-dashboardContext preview
The summary Claude sees to decide when to auto-load this skill.
Control the IJFW observation dashboard (start/stop/status). Trigger: 'ijfw dashboard', 'open dashboard', 'show observations', 'dashboard start', 'dashboard stop', 'dashboard status', 'view session activity'.
name: ijfw-dashboard description: "Control the IJFW observation dashboard (start/stop/status). Trigger: 'ijfw dashboard', 'open dashboard', 'show observations', 'dashboard start', 'dashboard stop', 'dashboard status', 'view session activity'."
Local observability dashboard at `http://localhost:37891`. Shows observations from all platforms (Claude Code, Codex, Gemini) in real time via SSE.
ijfw dashboard start # bind port 37891, open browser (unless $CI) ijfw dashboard stop # send shutdown, clean up PID + port files ijfw dashboard status # show port, uptime, observation count
| Platform | Writes observations | Reads dashboard | |---|---|---| | Claude Code | yes | yes | | Codex | yes | yes | | Gemini | yes | yes | | Cursor | view-only | yes | | Windsurf | view-only | yes | | Copilot | view-only | yes |
Dashboard observations render at session start via `session-start-dashboard.sh`. Run `ijfw dashboard start` to also open the browser view.
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
Maintain canonical AGENTS.md (open spec). Trigger: 'agents.md', 'update AGENTS.md', or auto-fired by ijfw-team after agent generation.
Session-end auto-extraction of lessons, errors, fixes, and user feedback into structured memory. Fires at session end. Requires consent on first run.
Terse conventional commits. Trigger: commit, git commit, /ijfw-commit
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…
Compress memory/context files into terse form. Trigger: /compress, compress file
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.…