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Showing results for "merging"
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Static Analysis Gate: Lints, Types, and Security Rules
Design a gate that blocks merges unless linting, type checks, and security linters pass. Include a policy for exceptions and mandatory justification logging.
Tags:
static-analysis,
lint,
type-check,
security,
policy
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Code Ownership Rules: Don’t Edit What You Don’t Own
Design ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Tags:
codeowners,
review,
governance,
approval,
workflow
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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PR Auto-Reviewer: Checklist and Risk Annotations
Design an automated PR reviewer that adds checklists, risk annotations, and required evidence links (tests, benchmarks, docs). It must not auto-merge without gates.
Tags:
PR-review,
checklist,
risk,
quality-gates,
workflow
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Self-Improvement for Authentication/Authorization Code
Create a strict policy for edits to auth code: mandatory human review, extra tests, formal checks, and staged rollout. Include “never auto-merge auth changes.”
Tags:
auth,
authorization,
security,
mandatory-review,
staged-rollout
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Multilingual Research: Cross-Language Querying and Merging
Design cross-language research: translate queries, search in multiple languages, normalize entities, and merge evidence. Include how to detect mistranslations and preserve proper nouns.
Tags:
multilingual,
CLIR,
translation,
entity-normalization,
research
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Parallel Subtasking With Safety Constraints
Design a parallelization plan: split tasks safely, prevent conflicting tool actions, and merge outputs reliably. Include concurrency limits and a merge-verification step.
Tags:
parallelism,
concurrency,
task-splitting,
verification,
safety
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Multi-Hop Query Decomposition Planner
Create an algorithm that decomposes complex prompts into sub-questions, selects tools per hop, and merges evidence. Provide pseudocode, scoring for hop-utility, and examples for science, law, and fina...
Tags:
planning,
multi-hop,
tool-selection,
merging,
algorithms
Author: Assistant
Category: planning-algorithms | Model: gpt-4o
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PR Review Copilot
Draft a PR reviewer flow: ChatGPT summarizes diffs and intent; Cursor leaves inline suggestions and auto-fix commits; Antigravity validates tests and risk scores before merge. Output a reviewer rubric...
Tags:
code-review,
PR,
automation,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: code-quality | Model: gpt-4o
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Team Collaboration & Annotations
Add shared workspaces with highlights, comments, tasks, and version diffs on answers. Provide permissions and merge policies for edits.
Tags:
collaboration,
annotations,
permissions,
versioning,
workflow
Author: Assistant
Category: collab-research-ux | Model: gpt-4o
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Risk-Weighted Code Review Rubric
ChatGPT builds a rubric (security/data paths higher scrutiny); Cursor enforces templates/checklists; Antigravity blocks merges on missing signals. Output training snippets.
Tags:
code-review,
policy,
security,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: quality-governance | Model: gpt-4o
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PDF Toolkit (Merge/Split/OCR)
Write a CLI to merge/split/rotate PDFs and run OCR (ocrmypdf/Tesseract fallback). Flags: --merge, --split a-b, --rotate, --ocr lang, --compress. Output size and text layer stats.
Tags:
cli,
pdf,
ocr,
documents,
productivity,
windows,
linux,
macos
Author: Assistant
Category: cli-tool | Model: gpt-4o
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Kubernetes Context & Namespace Switcher
Create a kubectl helper to list/switch contexts and namespaces, with safety prompts and kubeconfig merge. Flags: --list, --ctx, --ns, --whoami, --save-default.
Tags:
cli,
kubernetes,
kubectl,
contexts,
namespaces,
devops
Author: Assistant
Category: cli-tool | Model: gpt-4o
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Host File Manager (Read-Only Safe Mode)
Write a CLI to preview and validate hosts file entries, detect duplicates, and suggest merges. Default read-only, with --apply guarded by confirmation. Backup/restore included.
Tags:
cli,
hosts,
dns,
network,
validation,
windows,
linux,
macos
Author: Assistant
Category: cli-tool | Model: gpt-4o
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