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Self-Improving Documentation Crawler With Citation Store
Design a doc crawler + citation store so the agent can quote authoritative sources for API usage and edge cases. Include freshness checks and version pinning.
Tags: docs-crawler, citations, freshness, versioning, grounding
Author: Assistant
Created at: 2026-02-20 00:00:00
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Security Patch Agent: Minimize Blast Radius
Create a security patching playbook: small diffs, added tests, immediate canary, and post-deploy monitoring. Include coordination with human security reviewers.
Tags: security, patching, canary, monitoring, small-diffs
Author: Assistant
Created at: 2026-02-20 00:00:00
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Accessibility Improvement Agent: Automated Checks + Fixes
Design an accessibility agent that runs audits (linting, contrast checks where applicable), proposes fixes, and validates with automated tests. Require human review for UX changes.
Tags: accessibility, a11y, testing, UX, quality-gates
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Self-Improvement for Localization Strings
Create a blueprint for updating localization strings: ensure placeholders match, run i18n checks, and verify no abusive/unsafe text. Include review steps.
Tags: i18n, l10n, validation, placeholders, quality
Author: Assistant
Created at: 2026-02-20 00:00:00
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Self-Improving Code Comments: Accuracy-Checked
Design a comment improvement agent that updates misleading comments but requires linking to code references and tests to avoid stale documentation.
Tags: comments, docs-accuracy, verification, maintainability
Author: Assistant
Created at: 2026-02-20 00:00:00
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Change Budget: Limit Automated Changes per Day
Create a policy for change budgets: cap number/size of automated PRs per day, prioritize highest impact, and avoid overwhelming reviewers.
Tags: change-budget, rate-limiting, review-load, prioritization
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safety Stop Button: Global Kill Switch for Automation
Design a global kill switch that halts all automated edits/deploys across environments. Include manual override process and audit logging.
Tags: kill-switch, safety, automation-control, ops, audit
Author: Assistant
Created at: 2026-02-20 00:00:00
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Self-Improving On-Call Runbooks
Design an agent that updates runbooks based on incidents and recurring questions. Include change review, versioning, and a “proof of usefulness” metric.
Tags: runbooks, SRE, docs, continuous-improvement, versioning
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Refactor of Logging: Preserve Signal, Reduce Noise
Create a plan for improving logs: structured fields, sampling, PII redaction, and correlation IDs. Require that changes do not reduce incident investigability.
Tags: logging, observability, PII-redaction, correlation-ids, SRE
Author: Assistant
Created at: 2026-02-20 00:00:00
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QA Agent: Scenario Tests for Real User Journeys
Design scenario tests that reflect real user journeys and have the self-improver maintain them. Include a process to add scenarios from support tickets.
Tags: QA, scenario-tests, user-journeys, support-tickets
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Self-Improvement for Configurable Policies
Create a blueprint for self-updating policy files (rulesets) with tests, staging, and canary enforcement. Require explicit approval for tightening/loosening security.
Tags: policies, rulesets, testing, staging, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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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
Created at: 2026-02-20 00:00:00
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