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cross-task-learner
80 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
By jmagly/aiwg (GitHub) · coding · 229 stars · scanned at commit b5d0486
Enable agent loops to learn from similar past tasks and share patterns across loops
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.
Found in 14 places.
Show 11 more
- agentic/code/plugins/agent-loop/skills/cross-task-learner/SKILL.md, line 562
aiwg ralph-patterns show pat-error-null-check-015 - agentic/code/plugins/agent-loop/skills/cross-task-learner/SKILL.md, line 601
aiwg ralph-patterns prune --dry-run - agentic/code/plugins/agent-loop/skills/cross-task-learner/SKILL.md, line 660
aiwg ralph-patterns list --min-success-rate 0.0 --max-success-rate 0.6 - agentic/code/plugins/agent-loop/skills/cross-task-learner/SKILL.md, line 669
aiwg ralph-patterns export --output team-patterns.json - agentic/code/plugins/agent-loop/skills/cross-task-learner/SKILL.md, line 691
aiwg ralph-patterns show {pattern_id} - agentic/code/plugins/agent-loop/skills/cross-task-learner/SKILL.md, line 712
aiwg ralph-extract-patterns {loop_id} - agentic/code/plugins/agent-loop/hooks/ralph-commit.js, line 19
const { execFileSync } = require('child_process'); - agentic/code/plugins/agent-loop/hooks/ralph-commit.js, line 49
const status = execFileSync('git', ['status', '--porcelain'], { encoding: 'utf8' }); - agentic/code/plugins/agent-loop/hooks/ralph-commit.js, line 61
const status = execFileSync('git', ['status', '--porcelain'], { encoding: 'utf8' }); - agentic/code/plugins/agent-loop/hooks/ralph-commit.js, line 98
execFileSync('git', ['add', '-A'], { stdio: 'pipe' }); - agentic/code/plugins/agent-loop/hooks/ralph-commit.js, line 102
execFileSync('git', ['commit', '-F', '-'], { input: fullMessage, stdio: 'pipe' });
Downloads and installs other software
The author does not mention this. It runs automatically when the plugin is installed.
Found in 7 places.
Show 4 more
Other copies in this repository
jmagly/aiwg has 1 more folder with a skill named cross-task-learner. This page shows the lowest-scoring copy.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'cross-task-learner' ] || [ -L ~/.agents/skills/'cross-task-learner' ]; then echo 'A skill folder named cross-task-learner already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/jmagly/aiwg' "$d" && git -C "$d" checkout --quiet 'b5d0486efaf580a3e2ab8a213727e95b4850a7e1' -- 'agentic/code/plugins/agent-loop/skills/cross-task-learner' && mkdir -p ~/.agents/skills && cp -R "$d"/'agentic/code/plugins/agent-loop/skills/cross-task-learner' ~/.agents/skills/'cross-task-learner' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'cross-task-learner' ~/.claude/skills/'cross-task-learner' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for jmagly/aiwg shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/jmagly/aiwg/)
Score history
| Date | Version | Score |
|---|
| 2026-11-09 | b5d0486 | 80 |
| 2026-11-07 | 6a8ee05 | 80 |