SCOUT Recon: Their Words, Not Yours
by Ryan Heltemes
Capture how a market actually describes its problem, in its own words, and record which rooms it gathers in.
by Ryan Heltemes
Capture how a market actually describes its problem, in its own words, and record which rooms it gathers in.
by Ryan Heltemes
Read a product's own repo, data, and artifacts, then write the three supply-side files the rest of the system needs.
by Ryan Heltemes
Read real captured analytics and grade a campaign into what moved, what stayed flat, and what to prune.
by Ryan Heltemes
Grade research you didn't gather, a chatbot dump or someone else's summary, into usable files, and find what it left out.
by Ryan Heltemes
Run a repeatable audit of how an AI assistant answers a literal buyer question about your product, and write down what it got wrong.
by Ryan Heltemes
The front door to reconnaissance and measurement: state the floors, then route to one of five live sub-skills.
by Ryan Heltemes
Installs and runs a linter that blocks claim-shaped language with no source, and keeps a five-state register of what you may actually say.
by Ryan Heltemes
Check and record per-account trust in each community before spending any of it, because standing doesn't transfer between rooms.
by Ryan Heltemes
Sort marketing assets by whether a platform could take them away, and build the ones it can't first.
by Ryan Heltemes
Track few numbers honestly, separate durable signal from noise, and kill the activity that produced nothing.
by Ryan Heltemes
A pre-send checklist with a hard default: the deliverable is a paste block for a human, not an automated send.
by Ryan Heltemes
Track every rented channel and, just as importantly, the ones you ruled out and why, so the same debate doesn't run twice.
by Ryan Heltemes
The front door to asset and claim discipline: sort what you own from what you rent, and route to six focused sub-skills.
by Ryan Heltemes
Design attention-getting work that survives the carry test: would a stranger pass it on, with your name still attached?
by Ryan Heltemes
Turn one substantial piece into many standalone cuts, where every cut has to make sense to someone who never saw the source.
by Ryan Heltemes
Judge whether attention already in motion can be ridden, instead of trying to manufacture it from nothing.
by Ryan Heltemes
Paste-ready copy in which every factual sentence traces to a cleared claim, written for a room whose rules were read first.
by Ryan Heltemes
One self-contained printable strategy document, assembled only from the pack, with every line traceable to its source file.
by Ryan Heltemes
Derive the one claim, one verifier, and one citation that make an AI assistant select your product and defend the choice.
by Ryan Heltemes
A sequenced no-budget campaign where each of five stages stays closed until its gate is met, and the plan says what would open it.
by Ryan Heltemes
A daily marketing briefing built only from what you already captured, capped at three things, with stale inputs flagged rather than used.
by Ryan Heltemes
Find a room that already has your audience, and pay for standing in it with something genuinely useful rather than a pitch.
by Ryan Heltemes
Find the angle a funded competitor can't follow you onto, and write it down as two sections an agent can act on.
by Ryan Heltemes
The front door to a no-budget marketing doctrine: pick fights you can win, stage everything for a human, and route to ten focused sub-skills.
by Ryan Heltemes
Make the changelog entry part of landing the change, not a reconstruction at the end of the sprint. Two tiers so a small repo does not carry enterprise ceremony.
by Ryan Heltemes
Catches cross-cutting duplication that file-size and modularity audits structurally cannot see. One canonical accessor per concept, plus a reverse pass for orphaned data.
by Ryan Heltemes
Keep a change contained to its bounded unit. Carries the silent-deletion trap and the residue trap, the two ways refactors break things nobody mentioned.
by Ryan Heltemes
Fires at the moment an agent adds to an existing file: state the file's size first, change only what traces to the request, write nothing speculative.
by Ryan Heltemes
Bounded labeled sections, intent summaries, why-comments instead of what-comments, and naming that documents. Readability as structure, not cosmetics.
by Ryan Heltemes
Keep units cohesive and right-sized while guarding the monolith cliff and the thousand-tiny-files cliff at the same time.
by Ryan Heltemes
Answer does this already exist, and where, cheaply and without guessing. Builds a durable index and checks for twins by question, not just by name.
by Ryan Heltemes
Orient inside the existing structure first, then turn the request into a short design doc with named modules, explicit interfaces, and a verify-stepped build sequence.
by Ryan Heltemes
Prompt authorship for image and animation generators. Six principles, a legibility tell that explains the mush, and a four-move fix ordered strongest first.
by Ryan Heltemes
Turn the contradiction you keep apologizing for into the thing you lead with. For products carrying two opposed truths where picking a side kills it.
by Ryan Heltemes
Say the same thing to a different reader without the meaning moving. Carries a drift catalog, a fidelity ledger, and a reversal test.
by Ryan Heltemes
Triage a music library without playing it, and catch a voiceover the music is burying. Returns cut points, splice plans, and a measured mix verdict.