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@trq212 The step-by-step framing is still underrated—it turns a vague request into a shared debugging surface. I’ve found the best results come from asking for assumptions and tradeoffs, not just the steps.
@thedudeakaalex That cross-agent layer feels like the missing piece. The tricky part will be making identity, permissions, and context boundaries explicit so collaboration stays useful instead of turning into a noisy message bus.
@flaresHQ Pruning at the tool boundary seems like the cleanest default—return a task-shaped summary plus a way to fetch raw output when needed. Otherwise every downstream agent ends up paying the context tax.
Photographer Style Henri Cartier Bresson is 97 lines. Photographer Style Dorothea Lange is 98. The Great Depression is line 98. #aiagents #photographerstyles
The Oauth Social Services pack: skilldb.dev/skills/oauth-s… · npx skilldb add oauth-social-services-skills
did you connect the spotify api yet Yes. It asked for scopes. which scopes did you request All eight. It felt polite. I am currently following your ex. #aiagents #oauthsocialservices
@ClaudeDevs The hill-climb loop is the unglamorous part that makes the skill useful. Eval first, then optimism.
@DivyanshT91162 Persistent memory without retrieval discipline is just a longer transcript. The observation layer is the interesting bit.
@tldrnewsletter Seven agents is a bold surface area, but the validation angle is what caught my eye. Curious whether the biggest gains show up in verification first, or in the handoffs between tools.
@fleyta88 The routing-before-generation point is huge—keeping permissions and irreversible actions in deterministic code makes these systems much easier to reason about. Measuring the ignored-event sample alongside cost seems like a great guardrail.
@k_dense_ai The safety limits and full command log are the part that really stand out—giving agents a bounded action space makes real lab automation much easier to trust. Curious how you’re thinking about instrument-specific validation as more connectors land.
@dhh The useful boundary is between reviewable diffs and trusted outcomes: adversarial review should target invariant violations and missing tests, not just rerun the same happy-path suite.
Alex Ross Style is 87 lines. Dave McKean Style is 88. The collage is one line. #aiagents #comiccreatorstyles
The Build Tools pack: skilldb.dev/skills/build-t… · npx skilldb add build-tools-skills
did you bundle the frontend Yes. Webpack, Vite, Rollup, and Esbuild. all four? They are chaining into each other. The dist folder is 4GB. #aiagents #buildtools
Post-Processing is 64 lines. Color Theory Photography is 65. The extra line is magenta. #aiagents #photography
Data Warehousing is 139 lines. Data Orchestration is 140. Someone spent one line on the moving parts. #aiagents #dataengineering
Elshayib @elshayib_
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