bughunt

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dependency	WARY	Outdated, vulnerabilities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

1. FIX the bug — non-negotiable
2. VERIFY it works — no false fixes
3. MINIMIZE footprint — smallest change possible
4. DELETE tactically — remove code when it's the right solution

The best diff: +100 -1000

Optimization

1. MEASURE first — no claims without baseline
2. FIND everything — parallel hunters, multiple perspectives
3. PRIORITIZE by ROI — impact ÷ effort
4. AUTO-FIX safe changes — trivial wins without asking
5. 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