feat(agent-teams): add plugin for multi-agent team orchestration

New plugin with 7 presets (review, debug, feature, fullstack, research,
security, migration), 4 specialized agents, 7 slash commands, 6 skills
with reference docs, and Context7 MCP integration for research teams.
This commit is contained in:
Seth Hobson
2026-02-05 17:10:02 -05:00
parent 918a770990
commit 0752775afc
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# Hypothesis Testing Reference
Task templates, evidence formats, and arbitration decision trees for parallel debugging.
## Hypothesis Task Template
```markdown
## Hypothesis Investigation: {Hypothesis Title}
### Hypothesis Statement
{Clear, falsifiable statement about the root cause}
### Failure Mode Category
{Logic Error | Data Issue | State Problem | Integration Failure | Resource Issue | Environment}
### Investigation Scope
- Files to examine: {file list or directory}
- Related tests: {test files}
- Git history: {relevant date range or commits}
### Evidence Criteria
**Confirming evidence** (if I find these, hypothesis is supported):
1. {Observable condition 1}
2. {Observable condition 2}
**Falsifying evidence** (if I find these, hypothesis is wrong):
1. {Observable condition 1}
2. {Observable condition 2}
### Report Format
- Confidence: High/Medium/Low
- Evidence: list with file:line citations
- Causal chain: step-by-step from cause to symptom
- Recommended fix: if confirmed
```
## Evidence Report Template
```markdown
## Investigation Report: {Hypothesis Title}
### Verdict: {Confirmed | Falsified | Inconclusive}
### Confidence: {High (>80%) | Medium (50-80%) | Low (<50%)}
### Confirming Evidence
1. `src/api/users.ts:47` — {description of what was found}
2. `src/middleware/auth.ts:23` — {description}
### Contradicting Evidence
1. `tests/api/users.test.ts:112` — {description of what contradicts}
### Causal Chain (if confirmed)
1. {First cause} →
2. {Intermediate effect} →
3. {Observable symptom}
### Recommended Fix
{Specific code change with location}
### Additional Notes
{Anything discovered that may be relevant to other hypotheses}
```
## Arbitration Decision Tree
```
All investigators reported?
├── NO → Wait for remaining reports
└── YES → Count confirmed hypotheses
├── 0 confirmed
│ ├── Any medium confidence? → Investigate further
│ └── All low/falsified? → Generate new hypotheses
├── 1 confirmed
│ └── High confidence?
│ ├── YES → Declare root cause, propose fix
│ └── NO → Flag as likely cause, recommend verification
└── 2+ confirmed
└── Are they related?
├── YES → Compound issue (multiple contributing causes)
└── NO → Rank by confidence, declare highest as primary
```
## Common Hypothesis Patterns by Error Type
### "500 Internal Server Error"
1. Unhandled exception in request handler (Logic Error)
2. Database connection failure (Resource Issue)
3. Missing environment variable (Environment)
### "Race condition / intermittent failure"
1. Shared state mutation without locking (State Problem)
2. Async operation ordering assumption (Logic Error)
3. Cache staleness window (State Problem)
### "Works locally, fails in production"
1. Environment variable mismatch (Environment)
2. Different dependency version (Environment)
3. Resource limits (memory, connections) (Resource Issue)
### "Regression after deploy"
1. New code introduced bug (Logic Error)
2. Configuration change (Integration Failure)
3. Database migration issue (Data Issue)