openfoam-31-solver-log-residual-format
Sub-skill of openfoam: 3.1 Solver Log Residual Format (+5).
Best use case
openfoam-31-solver-log-residual-format is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Sub-skill of openfoam: 3.1 Solver Log Residual Format (+5).
Teams using openfoam-31-solver-log-residual-format should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/31-solver-log-residual-format/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How openfoam-31-solver-log-residual-format Compares
| Feature / Agent | openfoam-31-solver-log-residual-format | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Sub-skill of openfoam: 3.1 Solver Log Residual Format (+5).
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 3.1 Solver Log Residual Format (+5)
## 3.1 Solver Log Residual Format
Each iteration produces lines in this format:
```
smoothSolver: Solving for Ux, Initial residual = 0.0118755, Final residual = 0.000302581, No Iterations 1
GAMG: Solving for p, Initial residual = 0.150883, Final residual = 0.00896498, No Iterations 3
```
**Regex for extraction:**
```python
import re
pattern = r'^(\w+):\s+Solving for (\w+), Initial residual = ([0-9.e+-]+), Final residual = ([0-9.e+-]+), No Iterations (\d+)'
# Groups: solver_name, field_name, initial_residual, final_residual, iterations
```
**Time step markers:**
```
Time = 150 # steady: iteration number
Time = 0.0345 # transient: physical time
```
**Courant number (transient only):**
```
Courant Number mean: 0.123 max: 0.987
```
**Continuity errors:**
```
time step continuity errors : sum local = 1.23e-07, global = -2.34e-15, cumulative = -5.67e-14
```
**Convergence marker (SIMPLE):**
```
SIMPLE solution converged in 285 iterations
```
**End marker:** `End`
## 3.2 foamLog Utility
```bash
foamLog log.simpleFoam
# Creates logs/ directory with per-field residual files:
# logs/p_0 — initial residual for p
# logs/Ux_0 — initial residual for Ux
# logs/k_0 — initial residual for k
# logs/contLocal_0 — local continuity error
# logs/contGlobal_0 — global continuity error
# Format: two columns (iteration, value)
```
## 3.3 Python Log Parsing
```python
import re
from pathlib import Path
def parse_openfoam_log(log_path):
"""Parse OpenFOAM solver log and extract residuals per field."""
residuals = {}
time_step = 0
pattern = re.compile(
r'(\w+):\s+Solving for (\w+), '
r'Initial residual = ([0-9.e+-]+), '
r'Final residual = ([0-9.e+-]+), '
r'No Iterations (\d+)'
)
time_pattern = re.compile(r'^Time = ([0-9.e+-]+)')
for line in Path(log_path).read_text().splitlines():
time_match = time_pattern.match(line)
if time_match:
time_step = float(time_match.group(1))
continue
match = pattern.search(line)
if match:
field = match.group(2)
if field not in residuals:
residuals[field] = []
residuals[field].append({
'time': time_step,
'initial': float(match.group(3)),
'final': float(match.group(4)),
'iterations': int(match.group(5)),
})
return residuals
```
## 3.4 postProcessing/ Directory
Function objects write to `postProcessing/<name>/<startTime>/`:
| Function Object | Output File | Content |
|-----------------|-------------|---------|
| `yPlus` | `yPlus/0/yPlus.dat` | Wall y+ values |
| `solverInfo` | `solverInfo/0/solverInfo.dat` | Residuals per timestep |
| `forceCoeffs` | `forceCoeffs/0/coefficient.dat` | Cd, Cl, Cm vs time |
| `probes` | `probes/0/p`, `probes/0/U` | Field values at probe points |
| `fieldMinMax` | `fieldMinMax/0/fieldMinMax.dat` | Min/max per field |
## 3.5 checkMesh Output
Key lines to parse:
```
Max aspect ratio = 5.08 OK.
Mesh non-orthogonality Max: 45.2 average: 12.3
Max skewness = 0.127 OK.
Min volume = 4.2e-11. Max volume = 1.68e-09.
Mesh OK. # or: Failed N mesh checks.
```
## 3.6 Exit Codes
| Code | Meaning |
|------|---------|
| 0 | Success (`End` printed) |
| 1 | FOAM FATAL ERROR or FOAM FATAL IO ERROR |
| 134 | SIGABRT — assertion failure |
| 136 | SIGFPE — floating point exception |
| 139 | SIGSEGV — memory / corrupted mesh |
| 137 | SIGKILL — out of memory (OOM killer) |
| 255 | MPI error / decomposition mismatch |
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