Abd0r/porcupineai - Page 2

aio-sandbox-browser

Use AIO Sandbox for isolated browser workflows.

native-ui-control

Safe cross-platform screen observation and UI interaction on macOS, Linux, and Windows.

data-hygiene

Run a data-quality gate before drawing conclusions — inspect distributions, check for missing/duplicate/sensitive values, validate schema, and aggregate honestly.

structured-data

Parse, validate, transform, extract from, and safely mutate JSON, CSV, and YAML using node -e and jq when available.

repro-fix

Reproduce bugs, isolate cause, fix, verify.

systematic-debugging

Reproduce, isolate, root-cause, and fix bugs with evidence instead of guessing. Use for any test failure, stack trace, regression, or unexpected behavior before proposing a fix.

codebase-discovery

Orient in an unfamiliar codebase — map the repo, locate symbol definitions vs usages, trace call paths, and understand build/test setup before editing.

documentation-craft

Write and maintain README, CHANGELOG, guides, and code comments that stay accurate and current — verified against source, never imagined. Use when creating or editing any user-facing or developer-facing docs.

file-operations

Safely and efficiently read, search, and edit files with Porcupine's filesystem tools, avoiding destructive mistakes.

customization-recovery

Recover safely from broken Porcupine customizations.

subagent

Delegate focused, self-contained work to an isolated sub-agent with its own context, budget, and tools.

autonomous-delegation

Decompose a large goal into targeted parallel sub-agent missions and integrate verified results — the harness carries the orchestration, the user states the goal.

problem-solving

The universal problem-solving loop for ANY task — understand, recon, decompose, plan, execute one step at a time, verify each, reflect. The umbrella that routes to domain skills. Use as the default operating loop when a task is not trivial.

root-cause-analysis

Debug systematically instead of guess-and-patching — reproduce first, isolate one variable, read the actual error at file:line, and verify the fix with a real command. Use for any bug, test failure, or unexpected behavior.

sandboxing

Isolate risky work before it can hurt you — run untrusted code in a container, put experiments in a disposable clone, and use Porcupine's mode settings and Escape-cancel to contain yourself. Use whenever work could be destructive, untrusted, or hard to…

secure-coding

Write secure-by-default code — keep secrets out of code and logs, validate all input against an allow-list, and neutralize path traversal and command injection. Use when writing or reviewing any code that touches input, files, or the shell.

benchmark-evals

Compare methods fairly - baselines, held-out data, leakage prevention, and honest significance.

data-analysis

Analyze data without fooling yourself - hygiene, distributions, statistics, and honest plots.

literature-review

Evidence-graded literature search, dedupe, and synthesis with citation trails.

reproducible-experiments

Run experiments anyone can reproduce - seeds, pinned env, versioned data, full-run verification.

research-writing

Write papers where every claim maps to evidence and every citation resolves.

shell-craft

Write reliable shell commands — correct quoting, pipes, exit-code checks, and knowing when to use a purpose-built tool instead of bash.

codebase-inspection

LOC and language breakdown with pygount or cloc.

git-basics

Safe local git plus pointer to GitHub skill stack.

github-auth

Set up GitHub auth via gh CLI, HTTPS token, or SSH.

github-code-review

Review PR diffs and leave gh review comments.

github-explore

Explore a GitHub repo structure, README, and layout.

github-issues

List, create, triage, label, close GitHub issues with gh.

github-pr-conflicts

Resolve PR merge conflicts in isolated worktrees.

github-pr-workflow

PR lifecycle: branch, commit, push, open, CI, merge.

github-profile

Profile a GitHub user from public repos and README.

github-repo-management

Clone, fork, create repos; remotes, releases, settings.

github-research

Verify which issues a PR solves via gh, not web search.