ihabkhaled
- 79 skills
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- 9 hours ago last updated
- ▌ Never Stop 2 · ihabkhaledUse when the user explicitly requests maximum autonomous execution, no unnecessary questions, persistent recovery, independent decision-making, and continuous work until the full Definition of Done is proven.
- ▌ Anti Gaming 2 · ihabkhaledUse when commands, labels, agents, counters, or classifications change while the same underlying behavior continues.
- ▌ Evidence Gate 2 · ihabkhaledUse when files, services, commands, tests, APIs, configuration, architecture, publication, or runtime results are assumed without an authoritative repository or tool source.
- ▌ Evidence Floor 2 · ihabkhaledUse when mandatory behavior, integration, security, migration, or data requirements lack the appropriate kind of proof.
- ▌ Attention Reset 2 · ihabkhaledUse when objective switching, novelty chasing, repeated context switching, optional branches, or ADHD-like distraction as a behavioral analogy interrupts delivery.
- ▌ Completion Gate 2 · ihabkhaledUse when requested behavior appears complete, remaining work is optional, perfectionism delays delivery, or the agent continues auditing, refining, testing, or researching after proof.
- ▌ Context Balance 2 · ihabkhaledUse when context is overloaded or compression may have removed requirements, constraints, evidence, blockers, or decisions.
- ▌ Loophole Hunter 2 · ihabkhaledUse when rules appear satisfied while their intent is bypassed, counters reset, classifications change conveniently, or an AI-Psychiatry audit is requested.
- ▌ All The Medicine 2 · ihabkhaledUse when the user explicitly requests the complete AI-Psychiatry framework through one all-in-one command that evaluates and orchestrates every available skill until the task is proven complete.
- ▌ Memory Validator 2 · ihabkhaledUse when durable memory may contain assumptions, stale facts, contradictions, duplicates, obsolete decisions, or temporary debugging state.
- ▌ Blocker Validator 2 · ihabkhaledUse when BLOCKED is proposed after difficulty, uncertainty, unfamiliar code, a slow operation, or a small number of failed attempts.
- ▌ Reasoning Balance 2 · ihabkhaledUse when a task may be underthinking, sufficiently reasoned, or overthinking and the correct next action is unclear.
- ▌ Decision Readiness 2 · ihabkhaledUse when an important implementation, architecture, security, data, or delivery decision rests on unresolved critical unknowns.
- ▌ Executive Override 2 · ihabkhaledUse when an AI-Psychiatry budget expires while new evidence shows a narrow extension is required for correctness, security, or completion.
- ▌ Framework Red Team 2 · ihabkhaledUse when an agent-control framework needs adversarial testing for fake productivity, loops, recursion, evidence gaps, or vague wording.
- ▌ Completion Evidence 2 · ihabkhaledUse when DONE is proposed with unrun tests, missing requirements, inferred success, happy-path-only proof, or unresolved required findings.
- ▌ Investigation Floor 2 · ihabkhaledUse when non-trivial implementation starts before what exists, what changes, why, risks, and validation are sufficiently known.
- ▌ Root Cause Validator 2 · ihabkhaledUse when debugging changes assertions, mocks, exceptions, or symptoms without explaining materially important failure behavior.
- ▌ Rule Conflict Resolver 2 · ihabkhaledUse when system, user, repository, domain, AI-Psychiatry, skill, memory, or task-state instructions appear incompatible.
- ▌ Underthinking Detector 2 · ihabkhaledUse when implementation, parking, blocking, strategy switching, or completion happens before critical understanding and evidence exist.
- ▌ False Progress Detector 2 · ihabkhaledUse when status reports emphasize tools, files, commits, plans, tokens, or agents while requirements and evidence remain unchanged.
- ▌ Hidden Recursion Detector 2 · ihabkhaledUse when nested work is renamed, moved across agents, promoted to top level, or hidden behind research, validation, review, and dependency labels.
- ▌ Scope Laundering Detector 2 · ihabkhaledUse when adjacent work is called required without dependency proof, or inconvenient required work is marked optional.
- ▌ Strategy Laundering Detector 2 · ihabkhaledUse when different commands, tools, runners, plans, or agents repeat the same hypothesis and evidence target.
- ▌ Never Stop · ihabkhaledUse when the user explicitly requests maximum autonomous execution, no unnecessary questions, persistent recovery, independent decision-making, and continuous work until the full Definition of Done is proven.
- ▌ Anti Gaming · ihabkhaled bundleUse when commands, labels, agents, counters, or classifications change while the same underlying behavior continues.
- ▌ Goal Lock · ihabkhaledUse when the requested outcome is unclear, silently changing, being reinterpreted by discoveries, or disconnected from the active implementation.
- ▌ Evidence Gate · ihabkhaledUse when repository claims are unsupported, searches find no source, the agent assumes files or services exist, publication or test status is uncertain, or a speculative architecture may become implementation.
- ▌ Evidence Floor · ihabkhaled bundleUse when mandatory behavior, integration, security, migration, or data requirements lack the appropriate kind of proof.
- ▌ Resume Task · ihabkhaledUse when continuing work from saved task state, a compacted session, a handoff, or a new agent without rereading the entire repository.
- ▌ Scope Guard · ihabkhaledUse when newly discovered work, technical debt, refactors, audits, optimizations, or reviewer suggestions threaten to expand the user-authorized task.
- ▌ Attention Reset · ihabkhaledUse when the agent changes objectives, chases optional discoveries, context-switches repeatedly, abandons the active item, or shows ADHD-like distraction as a behavioral analogy.
- ▌ Completion Gate · ihabkhaledUse when requested behavior appears complete, optional polishing continues, perfectionism delays delivery, reviewers suggest non-blocking work, or the agent cannot stop after proof.
- ▌ Context Balance · ihabkhaled bundleUse when context is overloaded or compression may have removed requirements, constraints, evidence, blockers, or decisions.
- ▌ Loophole Hunter · ihabkhaled bundleUse when rules appear satisfied while their intent is bypassed, counters reset, classifications change conveniently, or an AI-Psychiatry audit is requested.
- ▌ Handoff Task · ihabkhaledUse when work moves to another agent, session, person, or environment and the recipient needs enough state to continue without a sprawling narrative.
- ▌ All The Medicine · ihabkhaled bundleUse when the user explicitly requests the complete AI-Psychiatry framework through one all-in-one command that evaluates and orchestrates every available skill until the task is proven complete.
- ▌ Memory Validator · ihabkhaled bundleUse when durable memory may contain assumptions, stale facts, contradictions, duplicates, obsolete decisions, or temporary debugging state.
- ▌ Loop Detector · ihabkhaledUse when commands, searches, file reads, edits, tests, critics, plans, context reloads, or strategies repeat without new evidence or acceptance progress.
- ▌ Blocker Validator · ihabkhaled bundleUse when BLOCKED is proposed after difficulty, uncertainty, unfamiliar code, a slow operation, or a small number of failed attempts.
- ▌ Executive Control · ihabkhaledUse when a coding agent is distracted, overthinking, repeatedly checking, recursively investigating, hallucinating repository facts, looping, expanding scope, or failing to stop after completion.
- ▌ Install Framework · ihabkhaled bundleUse when installing, upgrading, or auditing AI Psychiatry; adding attention, compulsive-checking, overthinking, underthinking, semantic anti-bypass, recursion, evidence, context, memory, or delivery controls to a repository.
- ▌ Reasoning Balance · ihabkhaled bundleUse when a task may be underthinking, sufficiently reasoned, or overthinking and the correct next action is unclear.
- ▌ Stop Overthinking · ihabkhaledUse when analysis paralysis, speculative branch explosion, repeated replanning, architecture rabbit holes, or indecision prevents a bounded implementation or evidence-producing action.
- ▌ Context Router · ihabkhaledUse when choosing which repository instructions, architecture, domain knowledge, files, tests, or deep guidance to load for a task without reading everything.
- ▌ Memory Curator · ihabkhaledUse when deciding whether task discoveries, decisions, preferences, architecture, failures, or lessons deserve durable repository memory.
- ▌ Progress Audit · ihabkhaledUse when status is unclear, activity is high, completion estimates feel unreliable, or the agent may be mistaking reading, reasoning, tools, or churn for progress.
- ▌ Strategy Reset · ihabkhaledUse when three same-strategy attempts fail, two approaches oscillate without evidence, or the current abstraction and evidence source cannot resolve the blocker.
- ▌ Task Bootstrap · ihabkhaledUse when beginning any plan, audit, investigation, modification, review, test, or expensive tool action before the primary objective and completion conditions are explicit.
- ▌ Decision Readiness · ihabkhaled bundleUse when an important implementation, architecture, security, data, or delivery decision rests on unresolved critical unknowns.
- ▌ Executive Override · ihabkhaled bundleUse when an AI-Psychiatry budget expires while new evidence shows a narrow extension is required for correctness, security, or completion.
- ▌ Framework Red Team · ihabkhaled bundleUse when an agent-control framework needs adversarial testing for fake productivity, loops, recursion, evidence gaps, or vague wording.
- ▌ Context Refresh · ihabkhaledUse when active context is large, stale, contradictory, repeatedly reread, or no longer represents current source and task state.
- ▌ Completion Evidence · ihabkhaled bundleUse when DONE is proposed with unrun tests, missing requirements, inferred success, happy-path-only proof, or unresolved required findings.
- ▌ Investigation Floor · ihabkhaled bundleUse when non-trivial implementation starts before what exists, what changes, why, risks, and validation are sufficiently known.
- ▌ Failure Learning · ihabkhaledUse after a non-trivial, recurring, or expensive failure when a concise evidenced lesson could prevent future repeated investigation.
- ▌ Targeted Testing · ihabkhaledUse when selecting development and final validation commands so evidence is sufficient without repeatedly running expensive or irrelevant suites.
- ▌ Direct Communication · ihabkhaled bundleUse when answers, progress updates, explanations, or questions risk verbosity, repetition, indirect wording, vague conclusions, or conversational loops.
- ▌ Root Cause Validator · ihabkhaled bundleUse when debugging changes assertions, mocks, exceptions, or symptoms without explaining materially important failure behavior.
- ▌ Anti Overthinking · ihabkhaledUse when analysis paralysis, speculative branching, repeated replanning, premature architecture work, or indecision blocks a reversible implementation or test.
- ▌ Critic Controller · ihabkhaledUse when reviewers or judges repeat rounds, invent requirements, block on style, expand scope, or continue after correctness, security, regression, and explicit requirements are satisfied.
- ▌ Deadlock Recovery · ihabkhaledUse when no productive next action can be selected because dependencies, authority, contradictory constraints, missing access, or unresolved evidence block progress.
- ▌ Livelock Recovery · ihabkhaledUse when activity is high but requirements, blockers, tests, and deliverables remain unchanged across repeated edit, search, test, review, or planning cycles.
- ▌ Executive Function · ihabkhaledUse when a task needs explicit control of objective, scope, priority, nesting, retries, verification, progress, drift, recovery, or termination.
- ▌ Rule Conflict Resolver · ihabkhaled bundleUse when system, user, repository, domain, AI-Psychiatry, skill, memory, or task-state instructions appear incompatible.
- ▌ Underthinking Detector · ihabkhaled bundleUse when implementation, parking, blocking, strategy switching, or completion happens before critical understanding and evidence exist.
- ▌ Context Compression · ihabkhaledUse when a long session, large tool output, repeated discussion, or handoff needs a compact state that preserves decisions and enables continuation.
- ▌ False Progress Detector · ihabkhaled bundleUse when status reports emphasize tools, files, commits, plans, tokens, or agents while requirements and evidence remain unchanged.
- ▌ Knowledge Maintainer · ihabkhaledUse when repository architecture, rules, skills, commands, context routing, manifests, or generated AI knowledge change and dependent sources may become stale.
- ▌ Bounded Investigation · ihabkhaledUse when debugging, architecture inspection, research, or repository exploration risks becoming open-ended, recursive, speculative, or disconnected from a decision.
- ▌ Repository Map Update · ihabkhaledUse when packages, services, ownership boundaries, entrypoints, tests, commands, or dependencies changed and the compact repository map needs a focused update.
- ▌ Hidden Recursion Detector · ihabkhaled bundleUse when nested work is renamed, moved across agents, promoted to top level, or hidden behind research, validation, review, and dependency labels.
- ▌ Scope Laundering Detector · ihabkhaled bundleUse when adjacent work is called required without dependency proof, or inconvenient required work is marked optional.
- ▌ Multi Agent Coordinator · ihabkhaledUse when two or more agents work concurrently, delegation may recurse, responsibilities overlap, dependencies can deadlock, or a coordinator must preserve scope and termination.
- ▌ Verification Controller · ihabkhaledUse when deciding what evidence is required, whether previous proof remains valid, or whether repeated testing has become reassurance rather than necessary verification.
- ▌ Stop Compulsive Verification · ihabkhaledUse when an agent reruns equivalent checks, seeks reassurance after valid proof, repeats critics, cannot accept sufficient evidence, or shows OCD-like checking as a behavioral analogy.
- ▌ Strategy Laundering Detector · ihabkhaled bundleUse when different commands, tools, runners, plans, or agents repeat the same hypothesis and evidence target.
- ▌ Recover From Deadlock Livelock · ihabkhaledUse when actions repeat without progress, strategies oscillate, the same failure reaches three attempts, four cycles produce no outcome, or no valid next action exists.
- ▌ Flatten Recursive Investigation · ihabkhaledUse when tasks open tasks inside tasks, investigation depth exceeds three, subagents delegate recursively, a local bug becomes architecture redesign, or box-inside-box behavior prevents delivery.