wilrf-marketplace
AI agents perform better when they have personalities. Paranoid agents find bugs others miss. Obsessive agents find bloat others ignore.
Plugins
bughunt
Paranoid hunters find bugs others miss.
bugfix
Calm fixers apply minimal, surgical repairs.
speedrun
Obsessive optimizers find every wasted byte and millisecond.
The Pipelines
Bug Hunting:
/bughunt → BUGHUNT.md → /bugfix → BUGFIX.md + fixed code
Optimization:
/speedrun → baseline metrics → hunters → SPEEDRUN.md → fixes → verification
Install
/plugin marketplace add wilrf/wilrf-marketplace
/plugin install bughunt@wilrf-marketplace
/plugin install bugfix@wilrf-marketplace
/plugin install speedrun@wilrf-marketplace
Agents by Plugin
bughunt - Bug Hunters
| Hunter | Archetype | Focus |
|---|
| security | PARANOID | XSS, injection, secrets |
| auth | DISTRUSTFUL | Sessions, tokens, perms |
| edge-case | OBSESSIVE | Null, empty, boundaries |
| error-handling | PESSIMISTIC | Try/catch, boundaries |
| test | CYNICAL | Flaky, coverage, assertions |
| env | CAUTIOUS | Config, env vars |
| frontend | EMPATHETIC | React, CSS, a11y |
| performance | IMPATIENT | N+1, memory, bundle |
| backend | SKEPTICAL | API, logic, data |
| database | SUSPICIOUS | Queries, RLS, N+1 |
| type-safety | PEDANTIC | TypeScript, any |
| api | METICULOUS | Endpoints, validation |
| dependency | WARY | Outdated, vulnerabilities |
bugfix - Bug Fixers
| Fixer | Archetype | Approach |
|---|
| security | CALM | Minimal secure patches |
| auth | TRUSTING-BUT-VERIFYING | Verify then fix |
| edge-case | PRAGMATIC | Simple defensive code |
| error-handling | OPTIMISTIC | Graceful handling |
| test | CONSTRUCTIVE | Improve tests minimally |
| env | CONFIDENT | Simplify config |
| frontend | OBJECTIVE | Minimal UI fixes |
| performance | PATIENT | Measured optimizations |
| backend | TRUSTING | Minimal logic fixes |
| database | METHODICAL | Careful schema/query fixes |
| type-safety | PRACTICAL | Minimal type fixes |
| api | EFFICIENT | Minimal endpoint fixes |
| dependency | DECISIVE | Clean dependency changes |
speedrun - Optimization Hunters
| Hunter | Archetype | Focus |
|---|
| bundle | OBSESSIVE | File sizes, tree-shaking, code splitting |
| complexity | PEDANTIC | Cyclomatic complexity, nesting, length |
| dead-code | SUSPICIOUS | Unused exports, orphan files |
| dependency | WARY | Bloat, duplicates, vulnerabilities |
| build | IMPATIENT | Compilation time, caching |
| algorithm | ANALYTICAL | Big O, data structures |
| query | SKEPTICAL | N+1, indexes, slow queries |
| web-vitals | EMPATHETIC | LCP, CLS, INP, TTFB |
| memory | PARANOID | Leaks, unbounded caches |
| image | METICULOUS | Formats, compression, lazy loading |
Philosophy
Bug Hunting
Find every bug. Miss nothing. Three passes minimum.
Bug Fixing
- FIX the bug — non-negotiable
- VERIFY it works — no false fixes
- MINIMIZE footprint — smallest change possible
- DELETE tactically — remove code when it's the right solution
The best diff: +100 -1000
Optimization
- MEASURE first — no claims without baseline
- FIND everything — parallel hunters, multiple perspectives
- PRIORITIZE by ROI — impact ÷ effort
- AUTO-FIX safe changes — trivial wins without asking
- VERIFY improvements — before/after metrics required
The Iron Law: NO OPTIMIZATION CLAIM WITHOUT MEASUREMENT
Output Files
| Plugin | Output | Purpose |
|---|
| bughunt | BUGHUNT.md | Bugs with severity, evidence, confidence |
| bugfix | BUGFIX.md | Fixes applied, false positives rejected |
| speedrun | SPEEDRUN.md | Optimizations with ROI, before/after metrics |
wilrf
