Source Library Ingestion QA ★
Turn raw captures into retrieval-ready knowledge instead of a pile of orphaned links.
THE WORK INDEX
A loop for
what’s next.
68BOUNDED WORKFLOWS
Find a protocol. Set a boundary. Leave with evidence.
Find your next loop
68 / 68 loops.
Paul’s picks
Claude Code Repo Readiness ★
Make the repo legible to agents before asking them to do real work.
Project Docs Freshness ★
Keep documentation synced with what the product actually does.
Test and Logging Coverage ★
Raise the floor for every future loop by improving the evidence system.
CI Optimization ★
Attack one CI bottleneck at a time until the target is met or the bottleneck report is more valuable than another tweak.
Open Loop and Stale Memory Cleanup ★
Reconcile what the system thinks is open against what actually happened.
Social Source to Insight ★
Convert high-signal sources into grounded ideas without auto-posting like a caffeinated intern.
Fresh Clone Onboarding
Prove the README works from zero, not tribal memory.
Production Error Sweep
Turn recurring production errors into verified patches.
Dependency CVE Burndown
Rank vulnerabilities by real exposure, then fix the reachable ones first.
Test Flake Stabilizer
Find the real cause of flakes instead of wallpapering them with sleeps.
Pre-Publish Source Check
Inventory the claims before the internet does it for you.
Research to Artifact
Constrain research around the decision it needs to support.
Browser Quality Streak
Run real scenarios until the streak proves the product is stable.
Error Message Rewrite
Replace error sludge with clear recovery paths.
Accessibility Repair
Fix access barriers without silencing checks or weakening the standard.
Cold Load Trim
Reduce first-load bytes without breaking the first impression.
Architecture Rubric Refactor
Refactor against a written rubric, not taste fumes.
Adversarial PR Review
Separate builder and critic so “looks good to me” means something.
Living Story
Maintain an evidence-backed story of what matters and what is unfinished.
Promise to Proof
Make product claims survive contact with reality.
SEO/GEO Visibility
Map priority questions to answer-ready pages.
One Post a Week Experiment
Change one variable per week and let useful audience behavior decide.
Talk to Five Buyers
Let buyer language rewrite the page where the objection appears.
Agent Handoff Continuity
Prevent the next agent from starting with amnesia and bravado.
Agent Toolchain Health Check
Check the harness before blaming the model.
API Contract Drift
Find where the API contract forked and bring every consumer back to one truth.
Calendar Promise Proof
Mine the calendar for promises before they become social debt.
Support Refund Follow-Up
Keep the case moving until the money lands or the wall is real.
Loop Hiring Manager
Hire loops like employees: for recurring work with clear outcomes.
Acceptance Scenario Lockstep
Pin the target with executable scenarios before the agent starts changing code.
Inbox Decision Triage
Turn inbox sludge into a small list of decisions, drafts, and explicit no-actions.
Reference Oracle Implementation
Give the agent an oracle, not a pep talk.
Agent Instructions After-Action
Turn one agent run into better future agent runs.
Spec to Task Shards
Make the agent split the work before it starts swinging a hammer.
Behavior Ladder TDD
Use tests as the prompt, one behavior at a time.
Trace-First Debugging
Make the agent earn the fix before touching code.
Visual Feedback Repair
Show the agent the page, not just the code.
Memory Bank Continuity
Give stateless agents a project spine.
Sandboxed YOLO Probe
Let the agent run wild somewhere boring.
Parallel Agent Worktree Sweep
Run more agents, but keep their blast radiuses separate.
Agent Merge Queue Review
Separate useful agent output from merge-shaped confetti.
Completion Promise Loop
Make the agent promise completion against explicit evidence, not vibes and a cheerful summary.
Release Notes Truth Sweep
Turn internal change lists into release notes that match the product users can touch.
Prompt Regression Suite
Treat prompts like code: keep a small regression set before tuning the clever wording.
Meeting Transcript Action Miner
Turn messy meeting records into owned next actions without inventing commitments.
Feature Flag Retirement Sweep
Retire stale flags before yesterday's rollout logic becomes tomorrow's haunted house.
Schema Migration Dry Run
Make the database change prove itself somewhere safer than the real thing.
Longform to Asset Pack
Turn one dense source into a small, traceable distribution kit instead of posting chopped-up leftovers.
Incident Timeline Reconstruction
Turn incident noise into a usable timeline before the story hardens into folklore.
Customer Proof Packet
Package customer evidence into useful proof without laundering private details into public copy.
RAG Grounding Audit
Test the retrieval chain before polished nonsense reaches users.
Side-Effect Dry Run Gate
Make the agent show its hands before it touches reality.
Vendor Security Packet Builder
Turn scattered security facts into a reusable response packet without improvising compliance poetry.
Model Output Drift Watch
Catch quiet AI behavior drift before users become the monitoring system. They charge more.
Webhook Replay Harness
Turn unreliable webhook mysteries into replayable fixtures before touching live traffic.
Stakeholder Briefing Packet
Compress scattered context into a source-backed brief so the human shows up oriented, not archaeology-adjacent.
Bug Report to Repro Kit
Turn blurry bug reports into a small, executable evidence packet before anyone starts spelunking.
Recurring Question to FAQ
Convert repeated confusion into one reusable answer instead of playing inbox whack-a-mole with nicer fonts.
Permission Scope Minimizer
Shrink the blast radius before the integration becomes load-bearing and mysteriously sacred.
Notebook to Repeatable Pipeline
Turn fragile analyst archaeology into a repeatable pipeline with receipts.
CRM Hygiene Loop
A bounded loop for when contacts, stages, and follow-ups decay after busy weeks.
Design Token Drift Loop
Find hard-coded style values that should be tokens, replace one cluster per round, and stop only when token usage, component examples, and screenshots agree.
Support Macro Learning Loop
A bounded loop for when repeated support answers should become product fixes, macros, or docs.
Agent Cost Budget Loop
A bounded loop for when agent runs consume meaningful tokens without clear ROI.
SEO Monthly Rank Experiment
Scheduled rank-KPI SEO loop: one experiment per cycle, measure next tick, undo losers.
Paid Ads Copy Variant Loop
Ads loop: generate copy variants, spend enough for signal, kill losers, scale winners.
Product Feedback to Measure Loop
Turn feedback + analytics into one measured product change per cycle; keep bugs separate.
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