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Psychologically-enhanced parallel agents for bug hunting, fixing, and performance optimization
npx claudepluginhub wilrf/wilrf-marketplacePsychologically-enhanced bug hunting with personality-primed parallel agents. Each hunter has a distinct archetype and cognitive style for deeper, more thorough bug detection.
Surgical bug fixing with validation-first approach. Reads BUGHUNT.md and applies minimal, tactical fixes. Prefers deletion over addition.
Parallel optimization agents that find performance bottlenecks, reduce bundle sizes, eliminate dead code, and verify improvements with before/after metrics.
Post-refactoring codebase cleanup: detects stale/dead code via git history and dependency analysis, simplifies active code, and archives unused files with a full paper trail.
Share bugs, ideas, or general feedback.
AI agents perform better when they have personalities. Paranoid agents find bugs others miss. Obsessive agents find bloat others ignore.
Paranoid hunters find bugs others miss.
Calm fixers apply minimal, surgical repairs.
Obsessive optimizers find every wasted byte and millisecond.
Bug Hunting:
/bughunt → BUGHUNT.md → /bugfix → BUGFIX.md + fixed code
Optimization:
/speedrun → baseline metrics → hunters → SPEEDRUN.md → fixes → verification
/plugin marketplace add wilrf/wilrf-marketplace
/plugin install bughunt@wilrf-marketplace
/plugin install bugfix@wilrf-marketplace
/plugin install speedrun@wilrf-marketplace
| 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| dependency | WARY | Outdated, vulnerabilities |
| 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 |
| 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 |
Find every bug. Miss nothing. Three passes minimum.
The best diff: +100 -1000
The Iron Law: NO OPTIMIZATION CLAIM WITHOUT MEASUREMENT
| 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 |