kimasplund
- 35 skills
- 0 followers
- 18 hours ago last updated
- ▌ Contacts · kimasplund bundleAI-powered unified contact management with semantic search, relationship tracking, entity resolution, graph queries, and multi-platform integration.
- ▌ Email · kimasplund bundleAI-powered IMAP email client with semantic search, intelligent triage, and graduated autonomy. Manages email through natural conversation.
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- ▌ Premortem Evolved · kimasplund bundleRun a full failure analysis on a plan before it launches — a steelmanned, category-forced autopsy of how it died with calibrated probability shares, an impact-by-feasibility verdict, a rebuilt plan gated by a decision rule, an adversary's dated kill chain, and tripwires that include the adversary's moves. Use this whenever someone shares a plan, launch, pitch, campaign, career move, business idea, budget, or any significant decision they're about to commit to — including when they only ask "is this a good plan?", "what do you think?", "any holes in this?", "should I do it?", or "poke holes in this". Assume a plan being shared is a request for a premortem unless they clearly want something else.
- ▌ Skill Gauntlet · kimasplund bundleRegression-guarded blind A/B evaluation for skills, prompts, and agent configurations. Use when a candidate revision of a skill (or system prompt, rubric, or agent config) must prove it beats the current champion WITHOUT regressing guard dimensions before adoption — champion/challenger testing, pre-registered conjunctive adoption gates, blind persona-diverse judge panels, cross-check auditors, planted-flaw key verification, framing fixtures, negative fixtures, and generic controls. Triggers: "A/B test this skill", "extreme testing", "make sure we're not regressing", "test before adopting", "compare these two prompts/skills rigorously", "champion vs challenger", evolving an installed skill where a silent regression would be costly. Do NOT use for: simple factual QA, one-shot content generation, or evals where a single automated metric fully defines quality (use a test suite instead).
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- ▌ Agent Memory Skills · kimasplundSelf-improving agent architecture using ChromaDB for continuous learning, self-evaluation, and improvement storage. Agents maintain separate memory collections for learned patterns, performance metrics, and self-assessments without modifying their static .md configuration.
- ▌ Integrated Reasoning · kimasplund bundleMeta-orchestration guide for choosing optimal reasoning patterns. Analyzes problem characteristics and recommends which cognitive methodology to use - tree-of-thoughts (find best), breadth-of-thought (explore all), self-reflecting-chain (sequential logic), or direct analysis. Use when facing complex problems and unsure which reasoning approach fits best.
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- ▌ Confidence Check Skills · kimasplund bundlePre-implementation validation framework requiring ≥90% confidence before coding. Prevents wrong-direction work by assessing duplicates, architecture alignment, documentation, OSS references, and root cause understanding. Use before implementing features, fixes, or refactoring to save 5K-50K tokens per prevented error.
- ▌ Security Analysis Skills · kimasplundComprehensive security analysis framework teaching STRIDE threat modeling, OWASP Top 10 vulnerabilities, CVSS risk scoring, and secure coding patterns. Use when conducting security assessments, code reviews, threat modeling, or implementing security controls. Applicable to all development work requiring security consideration.
- ▌ Negotiated Decision Framework · kimasplundMulti-stakeholder coordination for decisions involving competing interests, different value systems, or organizational politics. Use when multiple parties must agree, when power dynamics affect decisions, or when consensus is required but perspectives diverge. Unlike DR (resolves conceptual tensions), NDF resolves stakeholder tensions.
- ▌ Qavr Status · kimasplundDisplay QAVR (Q-Value Augmented Vector Retrieval) system status including mode, interaction counts, top memories by Q-value, and configuration.
- ▌ Ralph Loop Integration · kimasplundPersistent iteration wrapper for cognitive reasoning patterns using ralph-loop's Stop hook mechanism. Use when high confidence (>90%) is required, complex multi-pattern orchestration needs iterative refinement, self-correcting analysis is needed, or long-running tasks require checkpointed persistence. Wraps IR-v2 patterns in completion promise-gated loops.
- ▌ Confidence Check · kimasplundPre-implementation validation requiring ≥90% confidence before coding. Prevents wrong-direction work by assessing duplicates, architecture alignment, and root cause understanding.
- ▌ Git Workflow Skills · kimasplund bundleProvides standardized Git workflows, commit message conventions, branching strategies, and collaboration patterns for all agents performing Git operations. Use when creating commits, choosing branching strategies, creating PRs, performing git operations (merge vs rebase), or handling git collaboration workflows.
- ▌ Security Analysis · kimasplundSecurity assessment using STRIDE threat modeling, OWASP Top 10, and CVSS scoring. Use for security reviews, threat modeling, and secure coding guidance.
- ▌ Error Handling Skills · kimasplund bundleUniversal error handling, exception management, and logging best practices for all development agents across JavaScript/TypeScript, Python, Rust, Go, and Java. Use when implementing error handling, exception management, logging, error recovery, or debugging production issues.
- ▌ Tree Of Thoughts · kimasplundSystematic evaluation methodology for finding THE best solution among known options. Explores multiple reasoning paths, scores branches, and prunes low-confidence paths.
- ▌ Memory Consolidation · kimasplundPeriodic "sleep-like" memory optimization. Detects patterns, resolves conflicts, applies decay, and transfers knowledge across contexts.
- ▌ Breadth Of Thought · kimasplundExhaustive solution space exploration. Use when you need ALL viable options (not just the best), solution space is unknown, or you can't afford to miss alternatives.
- ▌ Parallel Execution · kimasplund bundleParallel execution patterns for cognitive reasoning tasks. Use when independent sub-problems can be solved simultaneously, multiple solution approaches need exploration, ensemble confidence is required, or time permits depth without sequential constraints. Integrates with ToT, BoT, HE, and AT for accelerated reasoning with fan-out/fan-in, MCTS-style search, and MoA aggregation patterns.
- ▌ Benchmark Framework · kimasplundRigorous A/B/C testing framework for empirically evaluating reasoning patterns. Use when you need data-driven pattern selection, want to quantify trade-offs between patterns, or need to validate claims about which cognitive methodology performs best. Enables scientific measurement of quality, cost, and time trade-offs across ToT, BoT, SRC, HE, AR, DR, AT, RTR, and NDF patterns.
- ▌ Chromadb Integration Skills · kimasplund bundleUniversal ChromaDB integration patterns for semantic search, persistent storage, and pattern matching across all agent types. Use when agents need to store/search large datasets, build knowledge bases, perform semantic analysis, or maintain persistent memory across sessions.
- ▌ Adversarial Reasoning · kimasplundStress-test solutions using the STRIKE framework. Systematically attack proposals to find weaknesses before deployment.
- ▌ Self Reflecting Chain · kimasplundSequential reasoning with deep self-reflection and backtracking. Use when problems have step-by-step dependencies, need careful logical reasoning, or require error correction. Each step includes self-reflection, and incorrect steps trigger backtracking. Ideal for debugging, mathematical proofs, sequential planning, or causal analysis where order matters.
- ▌ Hypothesis Elimination · kimasplundDiagnostic reasoning for finding root causes. Generates multiple hypotheses, designs tests to eliminate each, and converges on the true cause through evidence.
- ▌ Rapid Triage Reasoning · kimasplundFast decision-making methodology for time-critical situations. Use when you have minutes (not hours) to decide, during incidents, emergencies, or hard deadlines. Optimizes for "good enough now" over "perfect later". Unlike other patterns that maximize quality, RTR maximizes decision speed while maintaining acceptable quality floors.
- ▌ Integrated Reasoning V2 · kimasplundMeta-orchestrator that selects optimal reasoning patterns based on problem characteristics. Analyzes 11 dimensions and recommends ToT, BoT, SRC, HE, AR, DR, AT, RTR, or NDF patterns.
- ▌ Reasoning Handover Protocol · kimasplund bundleProtocol for cognitive pattern handovers during complex reasoning sessions. Defines .reasoning/ directory structure, handover schemas, and IR-v2 orchestration integration. Use when reasoning sessions require mid-stream pattern transitions, parallel branch merging, state checkpointing, or multi-pattern orchestration. Essential for complex problems where ToT, BoT, HE, or other patterns must hand off work to each other.
- ▌ Self Improving Agent · kimasplund bundleEnables continuous self-improvement through learning from failures, user corrections, and capability gaps. Integrates with QAVR for learned memory ranking.
- ▌ Agent Creator · kimasplund bundleComprehensive guide for creating high-quality specialized agents following v2 architecture patterns. Use this skill when users need to design and implement new agents, understand agent architecture, or learn best practices for agent creation.
- ▌ Skill Creator · kimasplund bundleGuide for manually creating custom skills from scratch with templates and validation. Use when designing NEW skills with specific requirements. For auto-generating skills from existing git repos, use /generate-skills instead.
- ▌ Qavr Memory · kimasplundQ-Value Augmented Vector Retrieval for learned memory ranking. Tracks which memories are most useful over time and prioritizes them in retrieval.