Docs & Writing

mouadja02 Skill

Code exemplar docs — scans for patterns, creates customizable AI training prompts

mouadja02 Skill

Project folder structure docs — auto-detect type, document conventions, generate diagrams

mouadja02 Skill

Tech stack blueprint — analyzes codebase, generates architecture docs and dependency graphs

mouadja02 Skill

Ensure that C# types are documented with XML comments and follow best practices for documentation.

mouadja02 Skill

Professional email drafting — matches personal voice from sent-email analysis

mouadja02 Skill

Generate ASCII art diagrams using PlantUML text mode

mouadja02 Skill

Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps

sheshiyer Bundle

Turn product/feature documentation into compelling sales narratives, talking points, and visual assets. USE WHEN the user asks for a sales pitch, sales package, sales narrative, or sales collateral from technical docs.

sheshiyer Bundle

Parse URLs, files, videos to JSON. USE WHEN parse, extract, URL, transcript, entities, JSON, batch, content, YouTube, PDF, article. SkillSearch('parser') for docs.

sheshiyer Skill

Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.

jiayaoqijia Bundle

News briefing. Use this skill ONLY when the user's query is exclusively about recent news or headlines with no other analysis dimensions. Trigger phrases: what happened recently, today's highlights, crypto news, any new updates. If the query ALSO mentions coin analysis, risk check, technicals, or any other analysis dimension, use gate-info-research instead — it handles multi-dimension queries in a single unified report.

sheshiyer Bundle

Production OCR that never fails silently — multi-pass PDF processing with AI confidence scoring and per-field human-review flags. USE WHEN extracting text or structured JSON from PDFs, scanning invoices/forms/receipts, or needing OCR that flags which fields to verify. Free tier: 2,000 pages/month.

sheshiyer Bundle

PDF processing. USE WHEN pdf, PDF file. SkillSearch('pdf') for docs.

sheshiyer Bundle

Word document processing. USE WHEN docx, Word document. SkillSearch('docx') for docs.

sheshiyer Bundle

PowerPoint processing. USE WHEN pptx, PowerPoint, slides. SkillSearch('pptx') for docs.

sheshiyer Bundle

Convert Mermaid code blocks in .mmd or .md files to animated GIFs with customizable styles (progressive, highlight walk, pulse flow, wave). USE WHEN turning a Mermaid diagram into an animated GIF, animating a flowchart from Markdown, or exporting Mermaid as a shareable motion graphic.

sheshiyer Skill

Shared reference for the agentic-ops cluster: the evidence-first operator loop (resolve surface → read live state → smallest reversible action → prove it → report exact status), the surface taxonomy, the status-word vocabulary, and the secrets/PII guardrails every operator spoke obeys. USE WHEN operating any live external surface — inbox, repo, tracker, billing, docs — or before any send/push/refund/mutation in this cluster.

sheshiyer Bundle

When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch-strategy.

ashfordeou Skill

Use when a task concerns the skill delivery layer, the standard atmosphere, engineering documentation, or numerical analysis: guide the router to the cross-cutting pack. SEP-2640 skill-delivery, skill-evaluation, skill-authoring cover SKILL.md conformance, quality, authoring; isa-atmosphere, unit-conversion, and temperature-conversion cover atmosphere and units; engineering-margins and engineering-report cover margins and reports; tolerance-stackup assembly tolerancing and position-tolerance-calc GD&T position tolerance; convergence-verification Richardson, least-squares-regression OLS, uncertainty-propagation GUM, numerical-integration quadrature, finite-difference-derivatives finite differences, monte-carlo-sampling sampling. Trigger: skill delivery, SEP-2640, skill evaluation, skill authoring, SKILL.md, ISA, unit conversion, temperature conversion, margin of safety, tolerance stack-up, worst case, RSS, GD&T, position tolerance, engineering report, least squares, uncertainty, numerical integration.

ashfordeou Bundle

Use when the task is a MIL-STD-1553 command word, status word, data word, Manchester II encoding, bus controller or remote terminal behavior, or military avionics data bus design. Encode and decode MIL-STD-1553B avionics data bus words for the 1 Mbps command/response multiplex bus: build the 20-bit command word from the 5-bit remote terminal address, transmit/receive bit, 5-bit subaddress, and 5-bit word count with odd parity, split a received word back into its fields, classify the message format (BC-to-RT, RT-to-BC, RT-to-RT, broadcast, mode code), and lay out dual redundant bus A/B operation with bus controller and remote terminal message scheduling. Trigger: mil-std-1553, 1553, command-response, remote-terminal, bus controller, dual redundant, Manchester II, mode code, 1 Mbps.

ashfordeou Bundle

Use when you must analyze the supersonic ramjet inlet: compute the diffuser total pressure recovery at the flight Mach number from the isentropic limit or from the normal shock standing at the cowl lip, convert the freestream stagnation pressure into the diffuser exit total pressure, apply the Kantrowitz starting criterion to the contraction ratio to decide whether the inlet swallows the shock and starts, and report the starting limit Mach number and the maximum startable contraction ratio. Produces the pressure recovery, the exit total pressure, and the start verdict that gate the ramjet intake assessment. Trigger: kantrowitz, supersonic inlet, pressure recovery, diffuser, starting criterion, contraction ratio, normal shock.

ashfordeou Bundle

Use when you must validate a computational fluid dynamics result against authoritative reference data: select the validation case for the flow regime and application (NACA 0012 or NACA 4412 airfoil, ONERA M6 transonic wing, DLR-F6 transport wing-body, flat plate boundary layer), compute the relative error, RMS error and max local error, run a Richardson extrapolation grid convergence check, judge pass or fail against tolerance bands, and estimate validation uncertainty. Produces the validation verdict and a validation report skeleton. Trigger: cfd validation, validation case selection, richardson extrapolation, grid convergence, naca 0012 drag, onera m6, dlr f6, error metrics, validation uncertainty, validation report.

ashfordeou Bundle

Use when you must evaluate fatigue life with cumulative damage: sum the Palmgren-Miner damage fractions over the load spectrum, check the total against the life limit, and report the percentage of fatigue life consumed. Produces the cumulative damage fraction, the life limit verdict, and the life consumed percentage that gate the fatigue assessment. Trigger: fatigue, cumulative damage, palmgren-miner, load spectrum, fatigue life, damage tolerance.

ashfordeou Bundle

Use when you must solve the Fanno flow of a steady adiabatic constant-area duct with wall friction: evaluate the fanno-line integral fL*/D that chokes the duct from a Mach number, compute the friction-duct-choking length from the inlet Mach, recover the downstream Mach number for a given friction parameter fL/D on the subsonic or the supersonic branch, find the friction required to choke a duct of given length, and report the total-pressure loss ratio p0/p0* and the static pressure, temperature and density ratios to the sonic state along the duct. Produces the fL*/D values, choke lengths, downstream Mach numbers, friction to choke and the loss ratios that gate duct sizing and gas-dynamics coursework. Trigger: fanno flow, fanno line, friction duct, choking length, adiabatic duct friction, fL*/D.

ashfordeou Bundle

Use when checking a bus monitor decode, writing a test stimulus for an LRU interface, or explaining the one-transmitter up-to-20-receivers twisted shielded pair topology. Encode and decode ARINC 429 digital information transfer words for avionics data buses: build the 32-bit word from the octal label, SDI, 19-bit data field, SSM, and odd parity bit, split a received word back into its fields, and convert BNR and BCD parameters to and from engineering units at the word rate of 12.5 or 100 kbps. Trigger: ARINC 429, data word, octal label, SDI, SSM, parity, BNR, BCD, 100 kbps, 12.5 kbps, avionics data bus.

ashfordeou Bundle

Use when you must summarize a sample of engineering measurements with descriptive statistics: compute the arithmetic mean, median, data range, sample and population variance and standard deviation, the quartiles and interquartile range by linear interpolation, the five-number summary, the coefficient of variation, and flag outliers with the 1.5-IQR rule. Produces the location, spread, and outlier report that gates a first look at any measured data set; pure Python stdlib, deterministic, no distribution fitting or hypothesis testing. Trigger: descriptive-statistics, summary-statistics, five-number-summary, interquartile-range, coefficient-of-variation, sample-variance, quartiles, outlier flagging.

ashfordeou Bundle

Use when you must draft or review an engineering report and verify its structure: the required sections (abstract, introduction, method, results, discussion, conclusion, references), abstract length against the recommended 150 to 300 word range, completeness of the deliverable, units and uncertainty statements for every reported value, traceability of results to requirements, review gates, and version control. Produces missing-section lists, abstract-length pass or fail, units-statement pass or fail, uncertainty-statement pass or fail, completeness ratios, and requirement traceability closure lists. Trigger: engineering report, report structure, abstract length, required sections, completeness, units statement, uncertainty statement, traceability, review gate, version control.

ashfordeou Bundle

Use when you must minimize a scalar or multivariate design objective numerically: bracket a smooth one-variable objective and locate the minimum with golden-section search, or apply Newton's method on the derivative; run gradient descent with an Armijo backtracking line search or the derivative-free Nelder-Mead simplex for multivariate problems, and report the converged minimizer, the objective value, and the iteration count at a specified tolerance. Produces the unconstrained minimum, the converged objective value, the iteration count, and the verdict on brackets, learning rates, and tolerances. Trigger: optimization, minimize, golden section search, gradient descent, Nelder-Mead simplex, Newton method, line search, unconstrained minimum.

ashfordeou Bundle

Use when you must drive a corrective action (CAPA) record for a manufacturing nonconformance to closure: run the eight-discipline (8D) problem-solving workflow, check that a containment action is recorded, validate the five-whys root cause chain, and confirm the corrective action and the effectiveness evidence before the record closes. Produces the closure stage verdict, the missing items, and the effectiveness pass or fail that gate the nonconformance closure. Trigger: corrective action, capa record, 8d report, five whys, root cause analysis, containment action, effectiveness verification, problem solving.

ashfordeou Bundle

Use when you must size a freight cargo compartment and its cargo door around standard unit load devices: look up public ULD envelope dimensions from the module catalog, check whether a ULD cross-section passes through a cargo door with the rotated orientation tried, pick the largest-volume ULD that fits a door, lay out ULD positions with a deterministic 2D strip layout and aisle allowance, compute the required cargo volume from payload mass and density, and report the adequacy verdict. Produces the ULD count, the volume utilization, the unused length and width, the door opening width and height with clearance, and the volume adequacy verdict. Trigger: cargo door opening, unit load device, ULD layout, freight hold.

ashfordeou Bundle

Use when you must compute the margin of safety for a structural element and state it in an engineering report: compare the allowable load against the applied load, express the stress margin as a unitless decimal or a percent, and produce the pass/fail verdict on the limit basis or ultimate basis. Produces the margin of safety, the margin percent, the limit margin, and the one-line report sentence with consistent units in newtons. Trigger: margin of safety, engineering report, allowable load, limit load, ultimate load, stress margin.

ashfordeou Bundle

Use when you must verify that a CFD or structural mesh sequence has converged: compute the observed order of accuracy from the finest, medium, and coarse solutions, apply Richardson extrapolation to estimate the exact solution, and report the grid convergence index (GCI) with the 1.25 safety factor. Produces the observed order, the extrapolated value, the GCI, and a monotone converged, oscillatory, or diverging verdict that gate whether the discretization error is acceptable for the assessment. Trigger: richardson extrapolation, grid convergence index, gci, observed order, refinement ratio, discretization error, mesh refinement study.

ashfordeou Bundle

Use when you must fit and characterize a standard probability distribution for aerospace engineering data analysis: estimate the normal, lognormal, exponential, and Weibull distribution parameters from a univariate sample, evaluate the pdf, cdf, quantile, reliability, and hazard functions, score the fit with the chi-square and Kolmogorov-Smirnov goodness-of-fit statistics, and report percentiles plus reliability at a target time. Produces the fitted parameter dict, the fit-quality verdict, and the quantile and reliability values that gate the statistical characterization of scatter data such as loads, life, failure times, and tolerances. Trigger: probability distribution fitting, weibull fit, lognormal, exponential fit, goodness of fit, kolmogorov smirnov, chi-square fit test, quantile estimation, reliability at time, hazard function, parameter estimation.

ashfordeou Bundle

Use when you must compute the continuous turbulence gust design loads of an airplane by the power spectral density gust method: build the von Karman or Dryden power spectral density of the vertical gust velocity from the scale of turbulence and the turbulence intensity, form the rigid-aircraft gust response transfer function, multiply into the response power spectral density, integrate to the rms load response and scale to the design limit load factor of the continuous turbulence design criterion, and report the equivalent discrete gust velocity the discrete-gust envelope analysis takes as its input. Produces turbulence PSD and response PSD ordinates, the rms load factor, the design gust loads and the discrete-gust equivalent in SI units. Trigger: continuous turbulence gust loads, von Karman spectrum, Dryden spectrum, gust response transfer function, turbulence PSD, power spectral density gust method, rms load response, continuous turbulence design.

ashfordeou Bundle

Use when you must compute a confidence interval for a Poisson rate from a count over an exposure: estimate the rate lambda_hat = k / T, form the exact Garwood interval from in-leaf chi-square quantiles with lower bound chi2(2k, alpha/2)/(2T) and upper bound chi2(2k+2, 1-alpha/2)/(2T), and report the normal approximation as the large-count cross-check. Produces the rate estimate, the exact lower and upper bounds per exposure unit, the approximation bounds, and the containment verdict that gates defect-rate and rare-event claims. Trigger: poisson rate confidence interval, defect count per flight cycle, garwood exact bound, count rate interval, rare event rate claim.

mturac Skill

Track and report OpenAI Codex token usage, spending, and budgets from a local cost-tracking database. Use when the user asks about costs, spending, usage, tokens, budgets, or cost breakdowns by project, tool, session, or date.