spec
Skill2 starsChanged 4 months agoLicence not identifiedView on GitHub
Turn vague intent into a precise, executable spec in five phases. (gstack)
- Reads credentials
We split this skill into the rules it gives an agent
91 rules. 0 are common, 48 are distinctive, and 43 are very specific to this project.
0
Common
Most of the 130 edited versions we read keep these.
48
Distinctive
This author's own choices. Worth a look.
43
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 130 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions151 projects use a version of this.
Word for word · 0
None found.
Edited · 5
- IyedBecheikh/bstack★ 144% same
- Nankov-ai/anthropics-skills★ 068% same
- Saqlain-811/Claude-Skills★ 081% same
- smk-labs/gstack★ 096% same
- trungtm78/ClaudeSkills★ 025% same
Wrote their own version · 146
- garrytan/gstack★ 139ksame name
- getsentry/sentry-react-native★ 1.8ksame name
- JuliusBrussee/cavekit★ 1.1ksame name
- kdlbs/kandev★ 1ksame name
- getsentry/sentry-dart★ 877same name
- poshan0126/dotclaude★ 871same name
- SparkDevNetwork/Rock★ 692same name
- hyperlink-academy/leaflet★ 525same name
- strands-agents/box★ 471same name
- menkesu/awesome-pm-skills★ 441same name
136 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use backprop, ios-clean and 7 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
JuliusBrusseeSkillbackprop
Bug → spec protocol. When a bug is found or a test fails, trace the cause, decide whether a new §V invariant would catch recurrence, append to §B. This is the one non-obvious thing SDD does that plan-then-execute doesn't. Triggers on test failure, bug report, post-mortem, or explicit user ask.
Also in 4 projects that use this
Saqlain-811Skillios-clean
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)
Also in 5 projects that use this
Saqlain-811Skillios-fix
Autonomous iOS bug fixer. (gstack)
Also in 5 projects that use this
bastosSkillios-design-review
Review iOS app UI/UX design quality using Apple's design principles and the Liquid Glass-era design language from WWDC25/26. Use when asked for a design review, UX critique, visual design assessment, or evaluation of an app's interface quality, design intent, alignment with the new Apple design system, or usability. Triggers: "design review", "UX review", "visual design critique", "review the UI", "does this design work", "evaluate this interface", "design feedback", "Liquid Glass review".
Also in 5 projects that use this
ShreyRaviSkillbenchmark-models
Cross-model benchmark for gstack skills. Runs the same prompt through Claude, GPT (via Codex CLI), and Gemini side-by-side — compares latency, tokens, cost, and optionally quality via LLM judge. Answers "which model is actually best for this skill?" with data instead of vibes. Separate from /benchmark, which measures web page performance. Use when: "benchmark models", "compare models", "which model is best for X", "cross-model comparison", "model shootout". (gstack) Voice triggers (speech-to-text aliases): "compare models", "model shootout", "which model is best".
Also in 5 projects that use this
ShreyRaviSkilllanding-report
Read-only queue dashboard for workspace-aware ship. Shows which VERSION slots are currently claimed by open PRs, which sibling Conductor workspaces have WIP work likely to ship soon, and what slot /ship would pick next. No mutations — just a snapshot. Use when asked to "landing report", "what's in the queue", "show me open PRs", or "which version do I claim next". (gstack)
Also in 5 projects that use this
- +3 more from Saqlain-811
In this repository30 other files it gives its agents.
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- context-saveSkill
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- freezeSkill
- guardSkill
- healthSkill
- learnSkill
- make-pdfSkill
- plan-ceo-reviewSkill
- plan-design-reviewSkill
- plan-devex-reviewSkill
- plan-eng-reviewSkill
- plan-tuneSkill
- retroSkill
- reviewSkill
- sandbox-sdkSkill
- scrapeSkill
- seeSkill
- skillifySkill
- unfreezeSkill
- vercel-cliSkill
- web-perfSkill
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