Resources / Take something useful
Templates, scripts, and playbooks to choose a project, brief the work, and check the result. Use them independently or bring them into a project with me.
THE AI AGENT PLAYBOOK / FREE & OPEN SOURCE
Developer and founder guides, specialist agent templates, hooks, and a starting constitution for your AI development team.
Explore the playbook01 / Ready to use
Map the work, define success, and scope a contained first AI experiment.
Download .mdGive an agent a clear outcome, the right context, and boundaries it can follow.
Download .mdTurn a recurring task into a prompt with defined inputs and a review step.
Download .md02 / A small working script
Track run time, review, corrections, and pass/fail results in a local CSV. Because generating the answer is only part of the work.
Download the script Download the usage guidepython3 workflow-run-log.py log \
--csv ./experiments.csv \
--workflow "Meeting follow-up" \
--run-minutes 2.5 \
--review-minutes 4 \
--correction-minutes 1 \
--result pass
python3 workflow-run-log.py summary \
--csv ./experiments.csvRun: 2.5 min + Review: 4 min + Fix: 1 min
Total effort: 7.5 min
03 / Keep these close
Name three things a useful result must get right. For meeting follow-ups, try decisions, action owners, and due dates. Use those checks on every test so a polished draft cannot hide a missing detail.
Try it with a resourceTell the model what to write when a required detail is absent: ‘not provided,’ ‘needs confirmation,’ or a clear question. A visible gap is easier to resolve than a plausible guess inside a confident answer.
Try it with a resourceReading, drafting, and sending are three different permissions. State which actions are allowed in the handoff and name the point where a person reviews the result. The agent gets useful freedom inside a clear boundary.
Try it with a resourceTrack checking and corrections alongside the initial run. Record failed attempts too. The useful comparison is the effort required to finish the whole task, using the same timing method for both your current process and the experiment.
Try it with a resource04 / Open-source work
Plain-language setup, troubleshooting, context/token management and scheduled workflow guides for nontechnical teams.
Code examplesPublic Python examples for prototyping Reddit API calls.
ScriptsPublic Python functions for editing and compressing web video.
SystemPublic repository describes an agent operating system for agency delivery with queues, review and human-controlled release.
CLIPublic repository for auditing, improving and simulating ecommerce product detail pages.