find-bugs
Skill0 starsChanged 3 months agoLicence not identifiedView on GitHub
Compare a GENERATED artifact against the EXPECTED one for a platform whose Knowledge Base (KB) documents what "correct" means, and record every genuine discrepancy as a row in that client's comparison sheet under `outputs/<client>/comparisons/`. The KB is the sole authority: entity types, properties, defaults, relationships, variables, patterns, numbered constraints, and every STRICT/MUST/NEVER directive are read from it at run time, so a KB that gained a rule yesterday is checked against today. Works on structured artifacts (JSON/YAML/XML/NodeFlow), documents (PDF/DOCX/MD/HTML), and tabular files, detecting the mode from the KB. Matches entities by their discriminator field, never by UUIDs or display names, and never flags free-form fields. Optionally checks the generated artifact against the source requirements document that produced it. Use when an operator has a generated artifact and a known-good counterpart and wants the differences that actually matter. Inputs: kb=<dir>, generated=<path>, expected=<path> (all required), source=<path>, comparison=<name>, output=<dir>. Triggers: "find the bugs in this generated file", "compare generated vs expected for {client}", "find-bugs", "check this output against the KB".
15 other projects use a version of this.
Adopted by
Most recently taken up by
- AgnesAI-Labs/agnet-skills-cntheir own version, first seen Nov 1, 2026
- robinbril/claude-code-harnesstheir own version, first seen Nov 1, 2026
- aantoniadis/skillstheir own version, first seen Oct 20, 2026
- xfstudio/skillstheir own version, first seen Oct 13, 2026
- salesforce/cloudsplainingtheir own version, first seen Oct 8, 2026
- saadeghi/daisyuitheir own version, first seen Oct 8, 2026
Used with
Projects with it also use gcp-cloud-run, conversation-memory and 9 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.
xfstudioSkillgcp-cloud-run
Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub.
Also in 3 projects that use this
xfstudioSkillconversation-memory
Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.
Also in 3 projects that use this
SentrySkilliterate-pr
Iterate on a PR until actionable CI passes and high/medium review feedback is addressed. Use for PR CI failures, review feedback, or green-check loops; do not wait for human approval, draft status, or merge gates.
Also in 3 projects that use this
xenitV1Skillpowershell-windows
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
Also in 3 projects that use this
abdullah1854Skillcontext-optimization
Also in 3 projects that use this
SentrySkillcode-simplifier
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up code", "refactor for clarity", "improve readability", or review recently modified code for elegance. Focuses on project-specific best practices.
Also in 3 projects that use this
- +1 more from getsentry
Other versions15 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 15
- saadeghi/daisyui★ 43ksame name
- salesforce/cloudsplaining★ 2.3ksame name
- getsentry/sentry-python★ 2.2ksame name
- getsentry/skills★ 1.1ksame name
- roman01la/skills-agents★ 48same name
- valpere/session-indexer★ 42same name
- Fandry96/k3-agentic-skills★ 27same name
- ulpi-io/browse★ 15same name
- xfstudio/skills★ 9same name
- ozten/skills★ 7same name
5 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.
In this repository10 other files it gives its agents.
- api-agentSkill
- apply-fixesSkill
- browser-agentSkill
- code-agentSkill
- config-agentSkill
- diagnose-bugSkill
- document-generatorSkill
- kb-builderSkill
- process-comparisonSkill
- runner-agentSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
13 rules. 0 are common, 10 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 14 edited versions we read keep these.
10
Distinctive
This author's own choices. Worth a look.
3
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 14 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.
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