paper-positioning-planner
Original:🇺🇸 English
Translated
Decide what an ML or AI paper should strategically sell before detailed writing or venue-specific polishing. Use this skill whenever the user has an idea, literature map, experiment results, figures, reviewer risks, or a draft and needs to choose the paper's primary contribution, claim scope, paper archetype, target audience, novelty framing, related-work boundary, title/abstract/main-figure story, or claims to avoid before using conference-writing-adapter.
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npx skill4agent add a-green-hand-jack/ml-research-skills paper-positioning-plannerTags
Translated version includes tags in frontmatterSKILL.md Content
View Translation Comparison →Paper Positioning Planner
Decide what the paper is selling, to whom, against which closest work, and with what evidence.
Use this skill when:
- a project has enough idea/literature/evidence to ask what the paper should be
- results are mixed and the contribution type may need to change
- a draft feels unfocused or overclaims beyond evidence
- figure review or reviewer simulation suggests the paper story is wrong
- the user needs a primary claim, secondary claims, title/abstract direction, intro thesis, or related-work boundary
- the paper may be a method paper, theory-guided method, empirical analysis, benchmark, diagnostic paper, systems paper, or negative/limitation paper
- the user is deciding between target audiences or venues before polishing the text
Do not use this skill as a paragraph-level writing adapter. Use after the positioning decision is clear.
conference-writing-adapterPair this skill with:
- when the whole project may need pursue/revise/park/kill
research-idea-validator - when closest work or community framing is unclear
literature-review-sprint - when the chosen position changes the method specification
algorithm-design-planner - when the position depends on whether comparisons are reviewer-proof
baseline-selection-audit - when visual evidence changes claim scope
figure-results-review - when positioning decisions must update claim/evidence/risk/action links
paper-evidence-board - after positioning to stress-test the selected story
paper-reviewer-simulator - after positioning to rewrite sections for the target venue
conference-writing-adapter - when positioning decisions should persist across sessions
research-project-memory
Skill Directory Layout
text
<installed-skill-dir>/
├── SKILL.md
└── references/
├── audience-venue-fit.md
├── contribution-claim-map.md
├── decision-rules.md
├── memory-writeback.md
├── narrative-architecture.md
├── positioning-taxonomy.md
└── report-template.mdProgressive Loading
- Always read ,
references/positioning-taxonomy.md, andreferences/contribution-claim-map.md.references/decision-rules.md - Read when target venue, audience, or community framing matters.
references/audience-venue-fit.md - Read when producing title, abstract, intro, related-work, or main-figure direction.
references/narrative-architecture.md - Read before writing the final positioning report.
references/report-template.md - Read when the project has
references/memory-writeback.md, componentmemory/folders, or the user asks for persistent memory..agent/ - If the position depends on current venue expectations or recent accepted papers, verify with current sources, OpenReview, proceedings, or user-provided exemplars.
Core Principles
- Positioning is a decision, not a list of possible stories.
- The primary contribution must be supported by the strongest evidence, not by the user's favorite idea.
- A smaller true claim is stronger than a broad brittle claim.
- Secondary contributions should reinforce the primary story, not compete with it.
- Closest work defines the novelty boundary and the reviewer attack surface.
- The title, abstract, intro thesis, main figure, and result table should all sell the same core story.
- Claims to avoid are as important as claims to emphasize.
- A positioning decision should route concrete changes to writing, experiments, figures, or method design.
Step 1 - Recover Project State
Collect:
- one-sentence project idea or current paper thesis
- target venue or audience, if known
- current paper draft, outline, abstract, title, figures, or result tables
- literature map and closest-work risks
- baseline audit or missing-comparison risks
- figure/results review outcomes
- reviewer simulation or real review concerns
- available evidence and unsupported claims
- project memory IDs such as ,
CLM-###,EVD-###,RSK-###,ACT-###, orFIG-###TAB-###
Write the current story as:
text
This paper sells [primary contribution] to [audience] by showing [evidence] against [closest work], while avoiding the claim that [unsupported overclaim].If the sentence cannot be written, the likely decision is .
revise-positioningStep 2 - Choose Paper Archetype
Read .
references/positioning-taxonomy.mdChoose one primary archetype:
- method paper
- theory-guided method
- empirical analysis
- benchmark or dataset
- systems or tooling
- application paper
- diagnostic or mechanistic study
- negative result or limitation paper
- position or perspective paper
- hybrid paper
State why other plausible archetypes are weaker. Do not let the paper be a vague hybrid unless the evidence truly supports two linked contributions.
Step 3 - Map Contributions to Evidence
Read .
references/contribution-claim-map.mdCreate:
- primary contribution
- secondary contributions
- claims to keep
- claims to narrow
- claims to cut
- evidence required for each claim
- evidence currently available
- closest-work distinction
- reviewer risk if the claim stays
Every primary claim must have at least one strong evidence route. If no route exists, revise the paper archetype or route to more experiments.
Step 4 - Decide Audience and Venue Fit
Read when relevant.
references/audience-venue-fit.mdDecide:
- who should care first: method researchers, theorists, benchmark users, systems builders, application researchers, or empirical analysts
- which community's standards define novelty and evidence
- whether the target venue is compatible with the strongest story
- what the paper should not try to satisfy
- what related-work boundary is needed to prevent reviewer confusion
If the evidence fits a different audience better than the user's target venue, say so directly and give the least disruptive repositioning.
Step 5 - Select the Strategic Position
Read .
references/decision-rules.mdChoose exactly one:
- : story is coherent; proceed to writing adaptation
lock-position - : core contribution remains, but title/abstract/claims/figures must shift
revise-positioning - : evidence supports a smaller paper than the current draft claims
narrow-claim - : paper type should change, such as method to empirical analysis or diagnostic study
change-archetype - : positioning depends on missing experiment, baseline, figure, theorem, or literature check
need-evidence - : current evidence does not support a viable paper story yet
park-paper
Do not choose if closest-work, baseline, or figure evidence risks remain fatal.
lock-positionStep 6 - Build Narrative Architecture
Read .
references/narrative-architecture.mdProduce:
- candidate title direction
- one-sentence thesis
- abstract skeleton
- intro paragraph roles
- main figure or main table role
- result-section ordering
- related-work boundary
- limitations to state proactively
- claims to avoid
This should be strategic and section-level. Use later for paragraph-level venue writing.
conference-writing-adapterStep 7 - Route Changes
Route every unresolved issue:
- : position is clear and text needs venue-specific rewriting
conference-writing-adapter - : claims/evidence/figures/risks must be synchronized
paper-evidence-board - : main figure/table does not support the selected story
figure-results-review - : selected story needs stronger comparison defense
baseline-selection-audit - : missing evidence must be planned
experiment-design-planner - : negative or mixed results threaten the position
result-diagnosis - : closest-work boundary remains unclear
literature-review-sprint - : method needs to change to fit the selected claim
algorithm-design-planner
Step 8 - Write the Positioning Report
Read .
references/report-template.mdIf saving to a project and no path is given, use:
text
docs/paper/positioning_plan_YYYY-MM-DD_<short-name>.mdThe report must include:
- current story diagnosis
- selected paper archetype
- positioning decision
- primary and secondary contributions
- claim/evidence map
- closest-work and audience boundary
- narrative architecture
- claims to avoid
- routed actions and next skills
- memory update section
Step 9 - Write Back to Project Memory
Read when memory exists.
references/memory-writeback.mdUpdate the smallest useful set of entries:
- : selected paper position, archetype, target audience, and revisit triggers
memory/decision-log.md - : claims kept, narrowed, revised, cut, or blocked
memory/claim-board.md - : evidence required by the selected story
memory/evidence-board.md - : positioning, closest-work, overclaim, audience, and evidence risks
memory/risk-board.md - : writing, figure, experiment, baseline, or literature actions
memory/action-board.md - : title/abstract/main-figure/section positioning notes
paper/.agent/
Use certainty labels:
- for evidence checked against results, draft text, or sources
verified - for user goals and constraints
user-stated - for strategic judgments and reviewer-risk predictions
inferred - for positions depending on unchecked current literature or missing results
unverified
Final Sanity Check
Before finalizing:
- one primary story is selected
- paper archetype is explicit
- audience and closest-work boundary are clear
- every primary claim has evidence or a routed action
- unsupported claims are named and removed/narrowed
- title/abstract/main-figure direction match the same story
- next skill is unambiguous
- project memory is updated when present