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Showing results for "removals"
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Self-Improving Codebase Hygiene: Dead Code Removal Safely
Design a dead-code removal agent: identify unused code, verify no runtime references, remove incrementally, and monitor. Include rollback if hidden dependencies appear.
Tags:
dead-code,
hygiene,
static-analysis,
monitoring,
rollback
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Refactoring with Invariants: Assertions and Contracts
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
Tags:
invariants,
assertions,
contracts,
refactoring,
safety
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Security Hardening Agent: Least Privilege Refactors
Create a plan to reduce permissions across services: narrow IAM roles, remove unused keys, and add tests that detect overbroad permissions. Require staged rollout.
Tags:
security-hardening,
least-privilege,
IAM,
rollout,
tests
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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PII & Sensitive Data Handling in Crawled Content
Design PII handling: detection, redaction, retention limits, and access controls. Include how to avoid collecting unnecessary personal data and how to respond to removal requests.
Tags:
PII,
privacy,
redaction,
retention,
compliance
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Extraction Strategy: HTML→Main Text→Metadata
Design a content extraction module: boilerplate removal, main-content detection, metadata extraction (title/author/date), and language detection. Include fallback strategies for messy pages.
Tags:
extraction,
html,
boilerplate,
metadata,
language-detection
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Nano Banana: Product Photo Upgrade (Ecommerce)
Write an image-editing prompt set for Nano Banana / Gemini 3: remove distractions, fix lighting, unify background, add subtle shadow, and produce 3 marketplace-ready aspect ratios. Include a QC checkl...
Tags:
Gemini3,
NanoBanana,
image-editing,
ecommerce,
QC,
2026
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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Franca Lean Office for Order Entry
Apply lean to Franca office processes handling orders. Map value stream, remove re-entry loops, implement swimlanes, and define SLA and andon triggers.
Tags:
lean-office,
Franca,
order-entry,
VSM,
SLA,
andon
Author: Assistant
Category: business-process-lean | Model: gpt-4o
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Feature Flag Governance Kit
ChatGPT defines naming/expiry rules; Cursor adds audit logs and cleanup jobs; Antigravity reports stale flags each sprint and opens removal PRs. Provide a governance doc.
Tags:
feature-flags,
governance,
cleanup,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: product-governance | Model: gpt-4o
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Image EXIF Scrubber & Resizer
Build a CLI around exiftool/ImageMagick to remove metadata and resize/compress for web. Flags: --strip, --resize 1920x, --quality 85, --recursive, --backup.
Tags:
cli,
image,
exif,
privacy,
imagemagick,
windows,
linux,
macos
Author: Assistant
Category: cli-tool | Model: gpt-4o
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Git Large History Cleaner
Provide a guided CLI to find/remove big files from git history (BFG filter-repo). Make backups, show size savings, and push safety notes. Flags: --threshold, --dry-run, --protect-tags.
Tags:
cli,
git,
cleanup,
history,
bfg,
filter-repo,
storage
Author: Assistant
Category: cli-tool | Model: gpt-4o
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Scheduler Helper (cron/Task Scheduler/launchd)
Create a unified scheduler wrapper: add/list/remove jobs on Linux (cron), macOS (launchd), Windows (SCHTASKS). Flags: --add 'cmd' --every '15m', --at '09:00', --list, --rm id. Include persistence note...
Tags:
cli,
schedule,
cron,
launchd,
task-scheduler,
automation
Author: Assistant
Category: cli-tool | Model: gpt-4o
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Prompt Compression without Meaning Loss
Compress a long prompt by >40% while preserving constraints and output format. Show a diff (removed/kept/condensed) and a final compressed version. Return as Markdown with a 3-row risk table.
Tags:
prompt|compression|diff|condense
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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High‑Integrity Carbon Strategy
If offsetting is used as a last resort, draft guardrails.
Prioritize emissions cuts, then high-integrity removals.
Define claims policy (no greenwashing), verification cadence, and a public transparen...
Tags:
carbon,
offsets,
removals,
claims,
transparency
Author: Tsubasa Kato
Category: policy | Model: gpt-5-thinking
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Reading Habit Builder
Create a habit loop for daily reading. Define cues, 20-minute blocks, friction removal, a streak tracker, and reward ideas. Include a fallback plan for busy days and travel.
Tags:
habits,
reading productivity,
routines,
streaks
Author: ChatGPT
Category: books | Model: gpt-5
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