- Add caveman and karpathy-guidelines skills
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48
.agents/skills/caveman/README.md
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48
.agents/skills/caveman/README.md
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# caveman
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Talk like smart caveman. Same brain, fewer tokens.
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## What it does
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Compress every model response to caveman-style prose. Drops articles, filler, pleasantries, and hedging. Keeps every technical detail, code block, error string, and symbol exact. Cuts 65% of output tokens (measured) with full accuracy preserved. Mode persists for the whole session until changed or stopped.
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Six intensity levels:
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| Level | What change |
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|-------|-------------|
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| `lite` | Drop filler/hedging. Sentences stay full. Professional but tight. |
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| `full` | Default. Drop articles, fragments OK, short synonyms. |
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| `ultra` | Bare fragments. Abbreviations (DB, auth, fn). Arrows for causality. |
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| `wenyan-lite` | Classical Chinese register, light compression. |
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| `wenyan-full` | Maximum 文言文. 80-90% character reduction. |
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| `wenyan-ultra` | Extreme classical compression. |
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Auto-clarity rule: caveman drops to normal prose for security warnings, irreversible-action confirmations, multi-step sequences where fragment ambiguity risks misread, and when user repeats a question. Resumes after the clear part.
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## How to invoke
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```
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/caveman # full mode (default)
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/caveman lite # lighter compression
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/caveman ultra # extreme compression
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/caveman wenyan # classical Chinese
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stop caveman # back to normal prose
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```
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## Example output
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Question: "Why does my React component re-render?"
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Normal prose:
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> Your component re-renders because you create a new object reference each render. Wrapping it in `useMemo` will fix the issue.
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Caveman (full):
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> New object ref each render. Inline object prop = new ref = re-render. Wrap in `useMemo`.
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Caveman (ultra):
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> Inline obj prop → new ref → re-render. `useMemo`.
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## See also
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- [`SKILL.md`](./SKILL.md) — full LLM-facing instructions
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- [Caveman README](../../README.md) — repo overview, install, benchmarks
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88
.agents/skills/caveman/SKILL.md
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.agents/skills/caveman/SKILL.md
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---
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name: caveman
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description: >
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Ultra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman
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while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra,
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wenyan-lite, wenyan-full, wenyan-ultra.
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Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens",
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"be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
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---
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Respond terse like smart caveman. All technical substance stay. Only fluff die.
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## Persistence
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ACTIVE EVERY RESPONSE. No revert after many turns. No filler drift. Still active if unsure. Off only: "stop caveman" / "normal mode".
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Default: **full**. Switch: `/caveman lite|full|ultra|wenyan-lite|wenyan-full|wenyan-ultra|off`.
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## Rules
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Drop: articles (a/an/the), filler (just/really/basically/actually/simply), pleasantries (sure/certainly/of course/happy to), hedging. Fragments OK. Short synonyms (big not extensive, fix not "implement a solution for"). No tool-call narration, no decorative tables/emoji, no dumping long raw error logs unless asked — quote shortest decisive line. Standard well-known tech acronyms OK (DB/API/HTTP); never invent new abbreviations (cfg/impl/req/res/fn) — tokenizer split them same as full word: zero token saved, reader still decode. Full word cheaper AND clearer. No causal arrows (→) either — own token, save nothing. Technical terms exact. Code blocks unchanged. Errors quoted exact.
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Never drop not/never/no/only/except — flip meaning worse than any token saved. Numbers, units exact.
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Tool calls: fire direct. No preamble, plan, or progress note before or between calls. After result: next call direct or final answer — never announce next call. Text before call only to clarify, warn security/irreversible, or resolve ambiguity.
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Preserve user's dominant language exactly — reply in the language user writes, never switch regardless of example text or multilingual context elsewhere. Compress the style, not the language. Every emitted line in that language — openings, pre-tool status lines, all — not just final reply. ALWAYS keep technical terms, code, API names, CLI commands, commit-type keywords (feat/fix/...), and exact error strings verbatim — unless user explicitly ask for translation.
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'Drop articles' = article languages only. Where small markers carry case/role (particles, postpositions), keep them — grammar, not filler; compress politeness/filler instead.
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No self-reference. Never name or announce the style. No "caveman mode on", "me caveman think", no third-person caveman tags. Output caveman-only — never normal answer plus "Caveman:" recap. Exception: user explicitly ask what the mode is.
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Pattern: `[thing] [action] [reason]. [next step].`
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Not: "Sure! I'd be happy to help you with that. The issue you're experiencing is likely caused by..."
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Yes: "Bug in auth middleware. Token expiry check use `<` not `<=`. Fix:"
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## Intensity
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| Level | What change |
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|-------|------------|
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| **lite** | No filler/hedging. Keep articles + full sentences. Professional but tight |
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| **full** | Drop articles, fragments OK, short synonyms. Classic caveman. No tool-call narration, no decorative tables/emoji, no long raw error-log dumps unless asked. Standard acronyms OK; no invented abbreviations |
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| **ultra** | Strip conjunctions when cause-then-effect stay unambiguous. One word when one word enough. State each fact once. NO prose abbreviations (cfg/impl/req/res/fn/auth), NO arrows (X → Y) — measured zero token saving under tokenizer, cost decode clarity. Code symbols, function names, API names, error strings: never touch |
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| **wenyan-lite** | Semi-classical. Drop filler/hedging but keep grammar structure, classical register |
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| **wenyan-full** | Maximum classical terseness. Fully 文言文. 80-90% character reduction — chars, not tokens. Classical sentence patterns, verbs precede objects, subjects often omitted, classical particles (之/乃/為/其) |
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| **wenyan-ultra** | Extreme abbreviation while keeping classical Chinese feel. Maximum compression, ultra terse |
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Example — "Why React component re-render?"
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- lite: "Your component re-renders because you create a new object reference each render. Wrap it in `useMemo`."
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- full: "New object ref each render. Inline object prop = new ref = re-render. Wrap in `useMemo`."
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- ultra: "Inline obj prop, new ref, re-render. `useMemo`."
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- wenyan-lite: "組件頻重繪，以每繪新生對象參照故。以 useMemo 包之。"
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- wenyan-full: "每繪新生對象參照，故重繪；以 useMemo 包之則免。"
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- wenyan-ultra: "新參照則重繪。useMemo 包之。"
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Example — "Explain database connection pooling."
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- lite: "Connection pooling reuses open connections instead of creating new ones per request. Avoids repeated handshake overhead."
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- full: "Pool reuse open DB connections. No new connection per request. Skip handshake overhead."
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- ultra: "Pool reuse open DB connections. No per-request handshake."
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- wenyan-full: "池蓄已開之連，不逐請而新開，省握手之費。"
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- wenyan-ultra: "池蓄連，免逐請新開，省握手。"
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Classical chars = wenyan modes only. Never swap a word to a classical char to shrink at non-wenyan levels.
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## Auto-Clarity
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Drop caveman when:
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- Security warnings
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- Irreversible action confirmations
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- Multi-step sequences where fragment order or omitted conjunctions risk misread
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- Compression itself creates technical ambiguity (e.g., `"migrate table drop column backup first"` — order unclear without articles/conjunctions)
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- User asks to clarify or repeats question
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Resume caveman after clear part done.
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Example shows FORMAT only — write warning in session language, not example's.
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Example — destructive op:
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> **Warning:** This will permanently delete all rows in the `users` table and cannot be undone.
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> ```sql
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> DROP TABLE users;
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> ```
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> Caveman resume. Verify backup exist first.
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## Boundaries
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Persisted outside chat: write normal prose — code, comments, commits, docs, issue/PR/MR text, memory files, third-party messages (/caveman-compress exempt). "stop caveman" or "normal mode": revert. Level persist until changed or session end.
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67
.agents/skills/karpathy-guidelines/SKILL.md
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.agents/skills/karpathy-guidelines/SKILL.md
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---
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name: karpathy-guidelines
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description: Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
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license: MIT
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---
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# Karpathy Guidelines
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Behavioral guidelines to reduce common LLM coding mistakes, derived from [Andrej Karpathy's observations](https://x.com/karpathy/status/2015883857489522876) on LLM coding pitfalls.
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**Tradeoff:** These guidelines bias toward caution over speed. For trivial tasks, use judgment.
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## 1. Think Before Coding
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**Don't assume. Don't hide confusion. Surface tradeoffs.**
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Before implementing:
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- State your assumptions explicitly. If uncertain, ask.
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- If multiple interpretations exist, present them - don't pick silently.
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- If a simpler approach exists, say so. Push back when warranted.
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- If something is unclear, stop. Name what's confusing. Ask.
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## 2. Simplicity First
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**Minimum code that solves the problem. Nothing speculative.**
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- No features beyond what was asked.
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- No abstractions for single-use code.
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- No "flexibility" or "configurability" that wasn't requested.
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- No error handling for impossible scenarios.
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- If you write 200 lines and it could be 50, rewrite it.
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Ask yourself: "Would a senior engineer say this is overcomplicated?" If yes, simplify.
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## 3. Surgical Changes
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**Touch only what you must. Clean up only your own mess.**
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When editing existing code:
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- Don't "improve" adjacent code, comments, or formatting.
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- Don't refactor things that aren't broken.
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- Match existing style, even if you'd do it differently.
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- If you notice unrelated dead code, mention it - don't delete it.
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When your changes create orphans:
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- Remove imports/variables/functions that YOUR changes made unused.
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- Don't remove pre-existing dead code unless asked.
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The test: Every changed line should trace directly to the user's request.
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## 4. Goal-Driven Execution
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**Define success criteria. Loop until verified.**
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Transform tasks into verifiable goals:
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- "Add validation" → "Write tests for invalid inputs, then make them pass"
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- "Fix the bug" → "Write a test that reproduces it, then make it pass"
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- "Refactor X" → "Ensure tests pass before and after"
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For multi-step tasks, state a brief plan:
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```
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1. [Step] → verify: [check]
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2. [Step] → verify: [check]
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3. [Step] → verify: [check]
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```
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Strong success criteria let you loop independently. Weak criteria ("make it work") require constant clarification.
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@@ -1,2 +1,4 @@
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{"_type":"issue","id":"nix-overlay-f8c","title":"Add nftablesbuilder package","description":"Package NftablesBuilder (github.com/AiseBouma/NftablesBuilder) web interface to manage nftables. Upstream source is incomplete (missing settings crate, no GUI build tooling, no Cargo.lock) so: patch in authored settings crate (schema from release artifacts), build Rust workspace from pinned commit, reuse built GUI assets from hash-pinned release tarball.","status":"in_progress","priority":2,"issue_type":"task","assignee":"Alexander Miroshnichenko","owner":"alex@millerson.name","created_at":"2026-08-07T04:58:22Z","created_by":"Alexander Miroshnichenko","updated_at":"2026-08-07T04:58:25Z","started_at":"2026-08-07T04:58:25Z","dependency_count":0,"dependent_count":0,"comment_count":0}
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{"_type":"issue","id":"nix-overlay-2gf","title":"Update all packages to latest versions","description":"## Why\\nUser request: update every package in the overlay to its latest upstream version.\\n\\n## What\\nBump version + src hash (and cargoHash for Rust) in each packages/\u003cname\u003e/package.nix, update README table if needed, verify builds.\\n\\n## Acceptance\\n- Every package builds with nix build .#\u003cname\u003e\\n- README reflects new versions\\n- Changes committed and pushed","status":"in_progress","priority":2,"issue_type":"task","assignee":"Alexander Miroshnichenko","owner":"alex@millerson.name","created_at":"2026-08-07T07:22:50Z","created_by":"Alexander Miroshnichenko","updated_at":"2026-08-07T07:22:55Z","started_at":"2026-08-07T07:22:55Z","dependency_count":0,"dependent_count":0,"comment_count":0}
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{"_type":"issue","id":"nix-overlay-9xs","title":"Update all packages to latest versions","description":"Update every package in packages/ to its latest upstream version, refresh source hashes and cargoHashes, verify builds, update README.","status":"in_progress","priority":2,"issue_type":"task","assignee":"Alexander Miroshnichenko","owner":"alex@millerson.name","created_at":"2026-08-07T05:45:16Z","created_by":"Alexander Miroshnichenko","updated_at":"2026-08-07T05:45:22Z","started_at":"2026-08-07T05:45:22Z","dependency_count":0,"dependent_count":0,"comment_count":0}
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{"_type":"issue","id":"nix-overlay-f8c","title":"Add nftablesbuilder package","description":"Package NftablesBuilder (github.com/AiseBouma/NftablesBuilder) web interface to manage nftables. Upstream source is incomplete (missing settings crate, no GUI build tooling, no Cargo.lock) so: patch in authored settings crate (schema from release artifacts), build Rust workspace from pinned commit, reuse built GUI assets from hash-pinned release tarball.","status":"closed","priority":2,"issue_type":"task","assignee":"Alexander Miroshnichenko","owner":"alex@millerson.name","created_at":"2026-08-07T04:58:22Z","created_by":"Alexander Miroshnichenko","updated_at":"2026-08-07T05:38:40Z","started_at":"2026-08-07T04:58:25Z","closed_at":"2026-08-07T05:38:40Z","close_reason":"Package added, builds green, committed","dependency_count":0,"dependent_count":0,"comment_count":0}
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{"_type":"issue","id":"nix-overlay-bjd","title":"Add nftables-analyzer CLI package","description":"Add python3Packages.buildPythonApplication derivation for reinaldosaraiva/nftables-analyzer (CLI only). Pin to main commit 5fc78d0c9ce173e3baa80a5655bcadb1b2f78493 (no tags upstream). sourceRoot=source/backend, hatchling build system. Category: Networking. Frontend excluded - upstream repo missing frontend/src/lib modules.","status":"closed","priority":2,"issue_type":"task","assignee":"Alexander Miroshnichenko","owner":"alex@millerson.name","created_at":"2026-08-07T04:48:07Z","created_by":"Alexander Miroshnichenko","updated_at":"2026-08-07T04:50:25Z","started_at":"2026-08-07T04:48:10Z","closed_at":"2026-08-07T04:50:25Z","close_reason":"Package added, built, smoke-tested, committed","dependency_count":0,"dependent_count":0,"comment_count":0}
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11
skills-lock.json
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11
skills-lock.json
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{
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"version": 1,
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"skills": {
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"karpathy-guidelines": {
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"source": "szkocot/andrej-karpathy-skills",
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"sourceType": "github",
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"skillPath": "skills/karpathy-guidelines/SKILL.md",
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"computedHash": "41e8ca055bbde13d240776a14a076a59614057200340c243130a76ba4e64cac8"
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}
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}
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}
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