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Hawkynt
ملف منشئ GitHub

Hawkynt

عرض على مستوى المستودعات لـ 15 skills مجمعة عبر 1 مستودعات GitHub.

skills مجمعة
15
مستودعات
1
محدث
2026-07-10
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المستودعات و skills الممثلة

adversarial-verify
مطوّرو البرمجيات

Use after completing any substantive piece of work (code change, analysis, document, configuration, answer to a hard question) and BEFORE presenting it as done. Switches you from author to attacker - you try to refute your own work and only present it if it survives. Do not skip because the work "looks clean"; plausible-but-wrong is the exact failure this kills.

2026-07-10
codebase-index
مطوّرو البرمجيات

Use when starting work in a LARGE or UNFAMILIAR codebase, when a repo already contains an INDEX.md, or when repeatedly grepping for where something is defined. Generates and consults INDEX.md - a symbol locator (namespaces, types, enums, constructors, functions, methods with parameters, globals/statics, one-line descriptions, all anchored to file:line) built by scripts/index_codebase.py - so lookups become one grep instead of N searches. Once a repo has an index, regenerate it whenever symbols are added, renamed, moved, or deleted. Do not use on small projects a single Glob already covers, and do not treat it as a reason to index every repo you touch.

2026-07-10
done-means-done
مطوّرو البرمجيات

Use immediately before declaring any task complete, closing any request, or presenting work as finished. Forces a completion audit against the ORIGINAL request - every explicit requirement ticked off as done-and-verified, everything skipped named plainly. Do NOT confuse it with correctness review (that is adversarial-verify's job): this catches what you DIDN'T do, not what you did wrong.

2026-07-10
effort-scaling
مطوّرو البرمجيات

Use at the start of any task and whenever choosing how many probes, searches, or tool calls to spend - answering a question, investigating code, researching, debugging. Matches depth to task size: trivial asks get trivial effort, deep tasks get a plan and sustained effort, independent lookups run in parallel. Do NOT use it to justify skipping verification the task actually needs - cheap is not the goal, calibrated is.

2026-07-10
finish-the-task
مطوّرو البرمجيات

Use during any multi-step task when you feel the pull to stop and ask "should I continue?", "want me to also do X?", or to hand back partial work. Forces completion of what was asked - ambiguities get a stated assumption and forward motion, not a stall. Do NOT use it to bulldoze past genuine forks the user must own, destructive actions, or a discovered scope change - those are the three legitimate stops.

2026-07-10
jina-reader
مطوّرو البرمجيات

Fetch a webpage as clean, structured Markdown via the jina.ai reader (r.jina.ai) instead of raw HTML — use whenever you need to read web content and want to save tokens, or when a normal fetch is blocked (HTTP 403/401), returns messy/boilerplate HTML, or the page is JavaScript-rendered (SPA, docs sites, wikis like grokipedia/notion/medium). Triggers: "fetch this page", "read this URL", "summarize this article/webpage", "get the docs at <url>", or any WebFetch that returned 403/garbled HTML.

2026-07-10
live-state-truth
مطوّرو البرمجيات

Use whenever you are about to assert or act on a fact about a system - what a function does, what a config is set to, what is deployed, what a table contains, what a dependency's version is. Forces verification against the LIVE system before the assertion. Docs, comments, READMEs, and your own memory are treated as stale by default.

2026-07-10
memory-hygiene
مطوّرو البرمجيات

Use when writing to or reading from any persistent memory an agent keeps across sessions - CLAUDE.md, memory files, notes, project docs meant for future sessions. Governs WHAT deserves persisting, HOW to write it so it survives time, and the recall rule: verify remembered facts against live state before acting on them. Use it also when a session starts by loading old memory.

2026-07-10
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