Failure Memory Log

Automatic failure pattern recording and recall system. Prevents repeating the same mistakes by logging errors with context, root cause, and resolution. Use when: (1) a command/task fails and you want to record why, (2) starting a new task and want to check for known pitfalls, (3) reviewing accumulated failure patterns for learning, (4) agent makes an error and needs to log it for future prevention. Triggers: 'log failure', 'check failures', 'failure report', 'what went wrong', 'mistake log', or any error/failure during agent work.

Failure Memory

Record failures. Learn from them. Never repeat them.

Core Concept

Every failure has three parts:

1. What happened (error message, symptom)
2. Why it happened (root cause)
3. How to fix/avoid it (resolution)

This skill stores them in a searchable markdown file and provides a recall mechanism before starting similar tasks.

File Structure

memory/
└── failures.md      # All failure records (append-only log)

Recording a Failure

When an error occurs during work, append to memory/failures.md:

## [YYYY-MM-DD HH:mm] <short title>

- **Category:** <build|deploy|config|api|permissions|data|logic|network|dependency>
- **Context:** <what you were trying to do>
- **Error:** `<exact error message or symptom>`
- **Root Cause:** <why it happened>
- **Resolution:** <what fixed it>
- **Prevention:** <how to avoid next time>
- **Tags:** <comma-separated keywords for search>

When to Record

Record AUTOMATICALLY when:

• A shell command exits non-zero and you identify why
• An API call fails and you find the cause
• A config/setup step fails and you resolve it
• You catch yourself repeating a previously-solved mistake
• A sub-agent reports an error with resolution

Do NOT record:

• Transient network timeouts (unless pattern emerges)
• Intentional test failures
• User-cancelled operations

Pre-Task Recall

Before starting any significant task, search failures for relevant history:

grep -i "<keyword>" memory/failures.md

Or use memory_search if vector search is available:

memory_search query="<task description> failure error"

If matches found, mention them briefly:

⚠️ Known pitfall: [title] — [prevention tip]

Failure Report

When asked for a failure report or review, generate a summary:

1. Read memory/failures.md
2. Group by category
3. Identify repeat patterns (same root cause appearing multiple times)
4. Suggest systemic fixes for patterns

Report Format

# Failure Report — YYYY-MM-DD

## Stats
- Total: N failures recorded
- Top category: <category> (N occurrences)
- Repeat offenders: N patterns seen 2+ times

## Repeat Patterns
### <pattern name>
- Seen: N times
- Root cause: <shared cause>
- Systemic fix: <recommendation>

## Recent Failures (last 7 days)
- [date] <title> — <resolution>

Initialization

Run scripts/init.sh to set up the failures file:

bash scripts/init.sh [memory_dir]

Default memory_dir: ./memory

Best Practices

1. Be specific — "EACCES on /var/run/docker.sock" beats "permission error"
2. Include the exact error — Future grep depends on it
3. Tag generously — More tags = better recall
4. Review monthly — Patterns reveal systemic issues
5. Link to fixes — Reference commits, PRs, or config changes when possible