Not piling up competitor screenshots, but building an evidence map that enables decisions.
Organize public information by source, time, fact, inference, unknown, and business impact, avoiding treating marketing claims or single observations as competitive facts.
Respect public access, platform terms, privacy, and intellectual property boundaries; do not bypass logins, paywalls, or access controls, and do not contact competitor employees for non-public information.
DECISION
Start from business decisions
Clarify whether this research supports product, pricing, channel, sales messaging, or market entry, and specify region, customer, time window, and exclusions.
Deliverables
Competitive questions and user checklist
Confirmation point
Research results have clear decision-making uses
SOURCE
Build a public source ledger
Record links, dates, original statements, and accessibility for official websites, public documents, release notes, public demos, and credible reports; do not collect personal sensitive information.
Deliverables
Source ledger and evidence snapshots
Confirmation point
Every important fact can be traced back to the original source
DISTILL
Separate facts from interpretations
Break materials into verified facts, reasonable inferences, unknown questions, and conflicting evidence, noting confidence level, scope, and conditions requiring review.
Deliverables
Layered evidence cards
Confirmation point
Inferences are not disguised as certainties
MAP
Connect capabilities to business impact
Build comparisons by customer task, product capability, delivery method, cost structure, channel, and trust evidence; do not judge strength by single feature counts.
Deliverables
Competitive capability and difference map
Confirmation point
Differences map to real customer choices
ACTION
Turn into actions and watch items
Output five action types: immediate response, validation experiment, sales preparation, product opportunity, and continued observation, with owner, trigger condition, and next review date.
Deliverables
Priority action map
Confirmation point
Each recommendation can enter the actual workflow
FIXED RELEASE
The method package does not include competitor scrapers or private data
FORMWEFT clean-room original documentation-type Skill. MIT covers only the original documents in this package; the current fixed hash contains no scripts, dependencies, or installation hooks. Online research is off by default and can only be optionally enabled after approved domains and scope.
Not sure where to start? Copy a learning request.
You can download this reviewed version's resource package. If it includes SKILL.md, provide it and the related documentation to your AI tool; first read and check the materials and usage boundaries, and do not run anything automatically.
Prepare assets: start with fictional or de-identified examples.
Read the boundaries: confirm dependencies, inputs, outputs, and human checkpoints.
Review outputs: keep source and failure records before deciding to pilot.
You can also select the text to copy directly; read it first before executing.
This version has been reviewed.1.0.0
Rewritten independently based on the Feishu directory topic clean-room, without copying or redistributing the original package text. Conclusions apply only to the current fixed hash: the archive structure has been parsed, static rule result is eligible, with 6 files and no scripts, dependencies, or install hooks; online boundaries follow the statements in this resource, and files are output only to user-approved locations. Static review cannot replace runtime environment, input data, or later-version rechecks.
Maintainer
FORMWEFT
License
MIT
Source type
Clean-room original rebuild
Network permission
On-demand online
Local programs
None; public research only after approved domains, terms, and scope.
Review date
2026/09/04
Review scope
fixedHash
true
static
eligible
files
6
scripts
0
dependencies
0
installHooks
0
network
optional; user-approved domains only
filesystem
outputs only to a user-approved location
contentReview
completed
independentHumanSignoff
not claimed
SHA-256 · current download package20832ed1d64bd76965f8e4cbd27771b5f0cf54e291bb7470f3c6d9d32b7d0c20
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