Write a PR description grounded in the REAL diff — read the branch's actual changes via the GitHub connector, not a template the user fills in.
Get the five questions that matter before you sign, buy, or agree to anything — the front door to the decoder family, routed by situation.
Write session-based exploratory testing charters to find what scripted tests miss. Use when asked to plan exploratory testing, write a test charter, design a testing session, or…
Decide whether to switch energy, broadband, or mobile providers — compare the real total cost, dodge the traps, and time it right.
Write cold outreach and networking messages that actually get replies. Use when asked to write a cold message to a recruiter/hiring manager, a LinkedIn connection note, a referral…
Design an employee engagement survey and analyse results. Use when asked to create an employee survey, engagement questionnaire, pulse survey, or eNPS survey.
Build a short-term (13-week) cash flow forecast to see if you can cover what's due. Use when asked to build a cash flow forecast, a 13-week cash flow, a cash projection, or to…
Write or translate subtitles/captions that respect reading speed and timing rules. Use when asked to write subtitles, captions, SRT/VTT content, or to translate subtitles for a…
Build the storyline and slide structure for a board presentation. Use when asked to create a board deck, board presentation narrative, board meeting slides, or quarterly board…
Write a credit memo for a lending decision: borrower story, facility structure, repayment sources, financial-ratio spread with covenant headroom, risk factors with mitigants,…
Respond to a brand or executive impersonation incident — deepfaked executives, cloned support lines, fake apps, spoofed domains, or AI-generated scam content wearing your name.
Define Service Level Objectives (SLOs) and an error budget policy for a service. Use when asked to write SLOs, define SLIs, calculate an error budget, set reliability targets, or…
Look up word definitions, pronunciation, etymology and synonyms with zero API keys — the Free Dictionary API via curl, with honest handling of words it doesn't know.
Shrink a task you're avoiding down to a first step so small it's almost impossible not to do — beating activation-energy paralysis.
Write cold outreach to potential clients that gets replies — specific, useful, and about them — instead of the templated pitch that gets deleted.
Figure out why a prompt isn't working and fix it — diagnose the actual failure (ambiguity, missing context, wrong format, conflicting instructions) instead of randomly rewording.
Write a factory acceptance test (FAT) plan or report — test coverage matrix against spec, AQL sampling plan, pass/fail criteria, golden-sample handling, deviation log, and…
Run a club, PTA, or association AGM that finishes on time and holds up later — the notice and agenda done right, a quorum plan, minutes that capture decisions not conversations,…
Produce a QA release sign-off / go-no-go readiness report. Use when asked for a release sign-off, a go/no-go QA report, release readiness, or a test summary before shipping.
Check whether an online store or seller is legit before you pay — and pay in a way you can get your money back if it isn't.
Fuse two skills from this library into one hybrid brief for a task that sits between them — the meta-skill.
Model the cost and latency of an LLM feature before it ships and surprises the bill. Use when asked to estimate LLM API costs, set a latency/token budget, decide which model tier…
Scores features using both RICE and strategic alignment for nuanced prioritisation. Use when asked to prioritise features, build a priority matrix, combine quantitative scoring…
Build boolean and X-ray search strings to source candidates. Use when asked to build a boolean search, source candidates on LinkedIn/Google, write an X-ray search, or find people…
Comprehensive 90-day GTM strategy builder. Designs customer acquisition channels, budget allocation, growth targets, and tactical execution roadmap.
Write the underwriting file narrative for a risk: the risk story, exposure quantification, loss-history read, mitigating and aggravating factors, terms and subjectivities…
Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.
Fit a retention curve to observed cohort data and project LTV — computed, not estimated. Use when someone has real cohort retention numbers (month 0, 1, 2…) and asks what lifetime…
Write a feature flag management guide and lifecycle playbook for a service or team — covering flag taxonomy, creation checklist, rollout strategy, monitoring requirements, cleanup…
Write a clear, inclusive, and structured job description for any role. Use when asked to write a job description, job posting, JD, or job advert.
Design the buddy system that makes new-hire onboarding human — the buddy's actual job (context and safety, not training), the 30-day touchpoint plan, the ask-me-anything contract,…
Scan a bill, contract, or quote for junk and hidden fees — the padding buried in the fine print — and get them questioned or removed.
Build a defensible salary range for a role — what it actually pays given the market, location, level, and your value — so you can ask, counter, or set pay with a real number.
Run a company event — the launch party, the customer day, the team celebration — as the operation it is: the goal that shapes every choice, the budget with its forgotten lines,…
Prepare an S&OP cycle readout that surfaces the demand-supply gaps and forces the three decisions the meeting must make.
The first two weeks after a death, organized — what genuinely needs doing now, what only feels urgent, who to notify in what order, and the documents everything else will require.
Plan around flare days before they ambush you — spot your early warning signs, pre-build the reduced 'flare mode' version of your life, prepare the cancellation and support…
Turn a REAL Slack thread (or channel) into a logged decision — read it, extract what was decided, who owns what, and record it in Notion — not a template for writing decisions.
Simulate the calibration meeting that discusses your promotion after your manager leaves the room — the debate, the packet's holes, the verdict.
Plan a safe, incremental refactor of messy code without changing behavior. Use when code needs restructuring, is hard to change, has grown tangled, or you want to clean it up…
Define a RACI matrix for a cross-functional project or process. Use when asked to build a RACI, create a responsibility matrix, clarify ownership across teams, or document…
Think clearly about whether bankruptcy is the right move, or whether another path fits better — without shame and without a sales pitch.
Make a decent decision when you're too depleted to think well — a low-energy protocol that protects you from bad tired-brain choices.
Optimise a LinkedIn profile to be found and to convert. Use when asked to write or improve a LinkedIn headline, About section, or profile, or to make a profile recruiter-friendly.
Build a tiered classroom behavior intervention plan (BIP) for a K-12 student, grounded in the function of the behavior.
Talk through a decision out loud with a patient thinking partner that reflects your reasoning back, so the answer you already half-know becomes clear.
Extract pixel-level data from an image of a chart or graph and produce a structured data table. Use when asked to extract data from a chart image, transcribe numbers from a graph,…
Simulate the acquirer's diligence team hunting for reasons to cut your price — their internal red-flags memo with a price-chip estimate per finding.
Treat context switches as the budget line they are — the switch census (how fragmented the week really is), the batching moves that consolidate scattered same-kind work, the…
Clean the user's REAL Notion database — read it, find stale/incomplete/duplicate entries, and fix them via the connector — not advice on keeping Notion tidy.
Build a realistic recovery plan for burnout — address the causes, not just the symptoms — with changes you can actually make at work and outside it.
Autopsy a slide deck from photos or screenshots of its slides — the narrative arc, the numbers, and what each slide is hiding.
Derive a freelance day/hourly rate backwards from target income, honest billable utilization, overhead, and the self-employment tax premium — the arithmetic that proves a rate is…
Write reusable support macros / canned responses that sound human, not robotic. Use when asked to write a support macro, a canned response, a saved reply, or a template for a…
Decode a residential lease into plain English and rank the clauses that can hurt you. Use when someone asks 'what am I signing', 'decode my lease', 'is this rental agreement…
The first-72-hours money plan after a layoff — runway computed, deadlines caught, bleeding stopped, in priority order.
Strip a problem down to what's actually true — the physics, economics, and human basics — and rebuild the answer from there, ignoring 'how it's normally done'.
Write a cold or warm-intro email to an investor that actually gets a reply — short, specific, traction-forward, with a clear ask.
Write an AI usage policy people can actually follow — approved tools, data rules, disclosure duties, and review obligations, in one page instead of legal fog.
Write a sincere, effective apology to a customer, group, or the public. Use when asked to write an apology, say sorry to a customer or community, make amends after a mistake, or…