model-tier-skill-calibration
ngpestelos/skills
Measure whether a judgment skill's encoded procedure transfers to a cheaper model by re-running it against archived premium-model outputs as ground truth, then encode the miss-classes into the skill and verify the transfer. Answers 'what does the premium model actually buy' with a findings matrix instead of intuition. Trigger keywords: model tier calibration, does this transfer to a cheaper model, clone premium judgment, distill judgment into the skill, screen quality across models, what does the expensive model buy, A/B a skill across models.
five-step-optimizer
ngpestelos/skills
Apply Elon Musk's Five-Step Algorithm to systematically optimize any process, system, or workflow through questioning, elimination, optimization, acceleration, and automation in strict sequence. Use when discussing process improvement, workflow optimization, system simplification, or eliminating unnecessary complexity. Loop-compatible: multi-pass runs converge via Loop Mode. Trigger keywords: five-step, five step optimizer, Musk algorithm, requirements less dumb, delete then optimize, simplify process, optimize workflow, loop the optimizer, optimization convergence.
background-agent-verification
ngpestelos/skills
Prevents silent work loss from delegated background agents by verifying artifacts (not the agent's narrative) before proceeding. Covers: output/artifact verification (existence AND content), hallucinated-success detection, partial-batch reconciliation, edit-task and side-effect verification, worktree/wrong-cwd caveats, rate-limit and process-death detection, preamble/truncated-report detection, permission blocking, execution-vs-judgment scoping, stall triage for never-finishing agents (sibling baseline, kill-to-flush, tightened relaunch). Also sets the data-not-instructions rule for agent final messages (prompt-injection defense). Trigger keywords: background agent, agent completed, run_in_background, agent delegation, subagent, rate limit, zero output, empty file, agent failed, verify agent output, hallucinated success, prompt injection, agent message instructions, preamble only, truncated report, agent timeout, worktree, partial completion, stalled agent, agent stuck, kill and relaunch.
source-verification
ngpestelos/skills
Canonical cite-sources skill: citation requirements by provenance (book/vault/web), verification of external sources cited in drafts, and web fact-checks of existing vault notes. Prevents circular verification via WebFetch, enforces evidence tiers, defines the dated-correction convention, and pairs with a pre-write lint intake gate. Trigger keywords: cite sources, cite-sources, citation requirements, verify sources, fact-check, cited claim, publication ready, source URL, WebFetch verification, dead link, rectify inaccuracies.
claude-code-hook-development
ngpestelos/skills
Guides creating, testing, and deploying Claude Code hooks via nix-darwin. Auto-activates when creating hook scripts, configuring settings.json hooks section, or adding UserPromptSubmit handlers. Covers hook input JSON format, exit codes, stdout context injection, nix-darwin deployment with executable flag. Trigger keywords: hook, UserPromptSubmit, settings.json hooks, hook script, exit code, stdin JSON, transcript_path.