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SkillsMP has collected 3,966 skills from pjt222/agent-almanac. Open a skill to review its source and details.
pjt222/agent-almanacShowing 40 of 3,966 collected skills.
Run the memex session-init ritual at the start of a fresh session: load the bias-log, read the persistent-self trail in order, run the verification scoreboard, and surface the next slice from the docs. Use at the very start of any session that operates on the…
Log a bias-log / vipassana observation to the memex store the moment a reasoning pattern surfaces, mid-session or at close. Use when you catch a bias in your own reasoning (anchoring, confirmation, trust-the-summary), when a pace tell or verification gap…
Cross-session shared memory for agents. Use at session start to load the persistent bias-log via `mcp__memex__recent_observations`, mid-session to search prior context with `mcp__memex__search`, and immediately when a bias surfaces to log a new `observation`…
Run the local pre-commit gate for the memex repo before staging a commit: format check, clippy with warnings denied, and the workspace unit-test suite, mirroring memex's own CI. Use right before `commit-changes` on a memex working tree, after editing any Rust…
Close out a finished memex milestone slice by writing the handoff trail: update `docs/CONTINUE_HERE.md` §1 current-state and §3 next-slice, tick the `docs/ROADMAP.md` scoreboard (milestone header ✅ + version, `- [x]` items), confirm any new observation is…
Make every measured number displayed in a generated artifact resolve from source files at build time, so stale numbers fail the build instead of rendering silently. Displayed figures become {metric.key} placeholders; a single extractor reads the real…
Verify that a frontend or visual change actually works by running the app in headless Chromium and observing pixels plus console output — runtime verification for WebGL, GPGPU, Canvas, and WebAudio surfaces that static review and unit tests cannot cover.…
Audit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective deletion,…
Audit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective deletion,…
Audit, classify, selectively forget stored memories. Memory enumeration + classification by type/age/access freq, staleness detection, fidelity checks via external anchors, decision tree for selective deletion, counter-memory inoculation for failed strategies…
Gespeicherte Erinnerungen auditieren, klassifizieren und selektiv loeschen. Umfasst Speicher-Enumeration und -Klassifizierung nach Typ, Alter und Zugriffshaeufigkeit, Veraltungserkennung fuer veraltete Referenzen, Genauigkeitspruefungen anhand externer Anker,…
Source text: German
Audita, clasifica y elimina selectivamente memorias almacenadas. Cubre la enumeración y clasificación de memorias por tipo/antigüedad/frecuencia de acceso, detección de obsolescencia para referencias desactualizadas, verificaciones de fidelidad mediante…
Source text: Spanish
保存されたメモリを監査、分類し、選択的に忘却します。タイプ/年齢/アクセス頻度 によるメモリの列挙と分類、古い参照に対する陳腐化検出、外部アンカーを使用した フィデリティチェック、選択的削除のデシジョンツリー、削除しなければ再導出 されてしまう失敗戦略に対するカウンターメモリ・イノキュレーション、永続メモリ にすべきでないものに対する予防フィルタリングルール、および忘却自体がレビュー 可能な監査証跡をカバーします。メモリが大きくキュレーションされていない場合、…
Source text: Japanese
Audit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective deletion,…
Source text: Chinese
審、分、擇之忘儲憶。含憶之列與依型/齡/取頻分、識陳訊之朽、以外錨行真實察、 選刪之決樹、為避再生而於敗策施反憶接種、防未來憶污染之先濾規、忘本身可審之留跡。 憶長大未理、項狀自憶書時已大變、取質衰、或為與 manage-memory 並之定期維時用之。
Source text: Chinese
Audit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective deletion,…
Source text: Chinese
审计、分类并选择性地遗忘已存储的记忆。涵盖按类型/时间/访问频率进行记忆枚举 与分类、检测过时引用的陈旧性检测、使用外部锚点进行保真度检查、选择性删除的 决策树、对那些原本会被重新推导出来的失败策略进行反向记忆免疫、关于什么内容 不应成为记忆的预防性过滤规则，以及使遗忘本身可追溯的审计记录。当记忆已增长 为大型未整理状态、项目状态自记忆写入以来发生重大变化、检索质量下降，或作为 与 manage-memory 配套的定期维护时使用。
Source text: Chinese
Audit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective withdrawal,…
Find and fix broken internal links, dead external URLs, stale imports, missing cross-references, and orphaned files. Ensures all project references remain valid and up-to-date. Use when documentation contains broken internal links, external URLs return 404…
Check BibTeX entries for completeness, DOI resolution, and broken links. Verify required fields per entry type (article, book, inproceedings), resolve and validate DOIs via the CrossRef API, check URL accessibility, and flag duplicate entries, missing…
Create production-ready Helm charts for Kubernetes application deployment with templating, values management, chart dependencies, hooks, and testing. Covers chart structure, Go template syntax, values.yaml design, chart repositories, versioning, and best…
Produktionsreife Helm-Charts fuer Kubernetes-Anwendungsbereitstellung mit Templating, Values-Verwaltung, Chart-Abhaengigkeiten, Hooks und Tests erstellen. Umfasst Chart-Struktur, Go-Template-Syntax, values.yaml-Design, Chart-Repositories, Versionierung und…
Source text: German
Create production-ready Helm charts for Kubernetes application deployment with templating, values management, chart dependencies, hooks, and testing. Covers chart structure, Go template syntax, values.yaml design, chart repositories, versioning, and best…
Create production-ready Helm charts for Kubernetes application deployment with templating, values management, chart dependencies, hooks, and testing. Covers chart structure, Go template syntax, values.yaml design, chart repositories, versioning, and best…
Create production-ready Helm charts for Kubernetes application deployment with templating, values management, chart dependencies, hooks, and testing. Covers chart structure, Go template syntax, values.yaml design, chart repositories, versioning, and best…
Triage maintenance problems by severity, document findings with context, route to appropriate specialist agent or human, and create actionable issue reports. Use when a maintenance task encounters problems beyond automated cleanup: code that is unsafe to…
Source text: Mixed languages
Triage maintenance problems by severity, document findings with context, route to appropriate specialist agent or human, and create actionable issue reports. Use when a maintenance task encounters problems beyond automated cleanup: code that is unsafe to…
Source text: Mixed languages
按严重程度对维护问题进行分类，带上下文记录发现，路由到适当的专家代理或人工， 并创建可操作的问题报告。适用于维护任务遇到超出自动清理范围的问题时：不安全 删除的代码、需要领域专业知识的配置变更、清理过程中检测到的破坏性变更、需要 复杂重构，或安全敏感的发现（如硬编码密钥或漏洞）。
Source text: Chinese
Execute structural metamorphosis using strangler fig migration, chrysalis phases, and interface preservation. Covers transformation planning, parallel running, progressive cutover, rollback design, and post-metamorphosis stabilization for system architecture…
Master skill composing the 5-step synoptic cycle for panoramic synthesis across multiple domains. Orchestrates meditate, expand-awareness, observe, awareness, integrate-gestalt, and express-insight into a coherent process that produces unified understanding…
Scaffold a new puzzle type across all 10+ pipeline integration points in jigsawR. Creates the core puzzle module, wires it into the unified pipeline (generation, positioning, rendering, adjacency), adds ggpuzzle geom/stat layers, updates DESCRIPTION and…
Add Rcpp or RcppArmadillo integration to an R package for high-performance C++ code. Covers setup, writing C++ functions, RcppExports generation, testing compiled code, and debugging. Use when an R function is too slow and profiling confirms a bottleneck,…
Practice aikido as a defensive martial art emphasizing harmony, redirection, and controlled resolution. Covers centering and grounding, ukemi (safe falling and rolling), core techniques (irimi-nage, shiho-nage, kote-gaeshi, ikkyo), blending and tai sabaki…
Analyze an arbitrary codebase to identify functions, APIs, and data sources suitable for exposure as MCP tools, producing a tool specification document. Use when planning an MCP server for an existing project, auditing a codebase before wrapping it as an…
Analyze an arbitrary codebase to auto-detect workflows, data pipelines, and file dependencies using putior's put_auto() engine. Produces an annotation plan that maps detected I/O patterns to source files across 30+ supported languages with 902 auto-detection…
Analyze the dynamics of diffusion processes using stochastic differential equations, Fokker-Planck equations, first-passage time distributions, and parameter sensitivity analysis. Use when deriving probability density evolution for a continuous-time diffusion…
Analyze pre-trained generative diffusion models (Stable Diffusion, DALL-E, Flux) by computing quality metrics (FID, IS, CLIP score, precision/recall), inspecting noise schedules, extracting and visualizing attention maps, and probing latent spaces. Use when…
Systematically identify whether a GPU kernel is compute-bound, memory-bound, or latency-bound using roofline analysis, occupancy calculations, compute/load ratio per tile, and SASS instruction inspection. Produces a decision matrix for optimization strategy…
Calculate and visualize magnetic fields produced by current distributions using the Biot-Savart law, Ampere's law, and magnetic dipole approximations. Use when computing B-fields from arbitrary current geometries, exploiting symmetry with Ampere's law,…
Analyze magnetic levitation systems by applying Earnshaw's theorem to determine whether passive static levitation is possible, then identifying the appropriate circumvention mechanism (diamagnetic, superconducting, active feedback, or spin-stabilized). Use…