Development · By LilMGenius

Size a task's run before spending it: the cheapest sufficient capability tier (fast, standard, frontier) and the reasoning effort within it, on a neutral scale that binds to whatever levels the…

LilMGenius/paperthin

Run repeated build - QA - re0-memo - re0-work cycles while preserving learning and letting code die.

LilMGenius/paperthin

Compress an artifact that has accreted into bloat — padding, over-qualification, fused sentences, walls of enumeration, adjacent restatement — down to its load-bearing density, meaning preserved.

LilMGenius/paperthin

Read the live cycle state and return the single highest-leverage next best action, not a menu.

LilMGenius/paperthin

Split one artifact — a claim, plan, or file — across 2 to 5 independent lenses, one per genuinely distinct failure mode (correctness, security, readability, cost, adversarial-user), and return their…

LilMGenius/paperthin

Refresh an existing artifact into the current best v0. An agent skill from LilMGenius/paperthin.

LilMGenius/paperthin

Review and land an external contribution the way this suite does: gate it against the thesis, land it with the author's credit intact, complete a new skill rather than merging it raw, then approve…

LilMGenius/paperthin

Restart a project or artifact from v0 while preserving only proven lessons, contracts, gates, vocabulary, real-surface tests, and negative corpus.

LilMGenius/paperthin

Verify the model's understanding of a user's instruction before spending non-trivial work.

LilMGenius/paperthin

Realign a listing whose order has gone arbitrary — a list, table, catalog, sections, an enum — into a logical sequence under one stated principle.

LilMGenius/paperthin

Audit and consolidate a fact that's scattered across places into one canonical source, after approval, and replace the rest with references.

LilMGenius/paperthin

Remove em-dashes and the dashes standing in for them from a user-owned scope, reading each occurrence in context and choosing the punctuation or wording that fits.

LilMGenius/paperthin

Press a decision you just made until you can explain it to a skeptic in your own words, or surface the gap where you can't.

LilMGenius/paperthin

Attack a plan, design, or argument like you want it to fail before you commit real effort — return the single load-bearing objection and the cheapest experiment that would prove it matters, not a…

LilMGenius/paperthin

User-invoked read-only pass for checking whether the current direction is tunnel-visioned: strip the session's bait, fan out 2 to 5 same-model fresh reads, and report divergence first without…

LilMGenius/paperthin

Audit any eval, metric, experiment, or benchmark for leakage — does external ground-truth enter independently, or are the model, scorer, and designer just confirming a result no outside truth ever…

LilMGenius/paperthin

Rewrite a finished commit's message into a clean, handoff-ready form in your own log style, so git log alone tells the story.

LilMGenius/paperthin

Turn a finished, failed, or disappointing work cycle into portable lessons, anti-patterns, quality gates, and next-cycle vocabulary.

LilMGenius/paperthin

Open a paperthin iteration's casebook before re0-loop's first turn — seeded with real content the moment the folder exists, never an empty directory.

LilMGenius/paperthin

Walk a pending change through this repo's shipping and releasing checklist end to end, then tag and publish once confirmed.

LilMGenius/paperthin

Bring your installed paperthin skills up to the full current catalog in one step: retire what's been renamed, add every skill you don't have yet, and refresh the rest, all shown and confirmed before…

LilMGenius/paperthin

After you create or change an artifact or skill, taste-test it with our own skills instead of trusting your in-session judgment — recursive self-improvement, made automatic.

LilMGenius/paperthin

When data lands with a thin ask — files, a repo, a paste, a chat scrollback — read it and propose what the user is trying to do with it, as a proposal to confirm rather than a question to answer.

LilMGenius/paperthin