[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6D6Q7P3J6FTX1AXVFEC5AF0":3,"skill-same:01M6D6Q7P3J6FTX1AXVFEC5AF0":394},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":46,"commitSha":47,"skillDirectory":48,"forksCount":49,"repositoryHtmlUrl":50,"repositoryHomepageUrl":51,"ownerHtmlUrl":52,"ownerBlogUrl":53,"ownerDescription":54,"updatedAt":55,"install":56,"resources":69},"01M6D6Q7P3J6FTX1AXVFEC5AF0","competitive-analysis",null,"Research competitors via web search — map the landscape, GTM strategies, strengths, weaknesses, and market gaps","GeorgeQLe\u002Fagentic-skills","GeorgeQLe","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F21134126?v=4","01M6D2JP418S0VGJGF8M93EC3H","George Le","01M6D2JPBAKYD82TA5FS6HKQ3D",1,"MIT","https:\u002F\u002Fgithub.com\u002FGeorgeQLe\u002Fagentic-skills\u002Fblob\u002Fmaster\u002Fpacks\u002Fbusiness-research\u002Fcodex\u002Fcompetitive-analysis\u002Farchive\u002Fv0.5\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"analysis","competitive analysis","research","web","product","search","investigate","web search","competitors","v0","Market","landscape","map","strategies","gtm","2026-11-10 10:12:30",false,"---\nname: competitive-analysis\ndescription: Research competitors via web search — map the landscape, GTM strategies, strengths, weaknesses, and market gaps\ntype: research\nversion: v0.5\nargument-hint: \"[concept | optional: product category or specific competitors to investigate]\"\n---\n\n## Pack Availability Guard\n\nBefore telling the user to run a skill from another project-local pack, check `.agents\u002Fproject.json.enabled_packs`. If the target pack is not enabled, recommend `$pack install \u003Cpack>` instead of the target skill. Global skills are always valid. Skills from this same pack are valid because the current skill is already running from that pack.\n\n# Competitive Analysis — Market Landscape Research\n\n## Report-First Approval Gate\n\nDefault to report-only: present findings, evidence coverage, assumptions, recommended artifact path, and proposed file changes in a pre-approval alignment page plus a concise conversation summary for user approval before creating or updating canonical research, spec, or task files.\n\nDo not write or overwrite synthesized deliverables until the user explicitly approves, unless the user invoked an explicit write\u002Fupdate\u002Ffix mode or clearly asked to write files upfront. Raw evidence capture may be persisted before analysis when reproducibility requires it; report those raw paths separately and still gate synthesized research\u002Freport writes.\n\nWhen stopping for approval, build and attempt to open the alignment preview page first, then ask the user to review it and approve, question, or request adjustments. Do not include `Recommended next skill`, `Recommended next command`, or downstream routing language. The approval request itself is the next action. Only emit next-skill routing after the approved artifact has been written or updated.\n\nConduct deep web-based research to compile a comprehensive competitive landscape for the project. Uses web search to identify competitors, evaluate their maturity, analyse their go-to-market strategies, and surface market gaps.\n\nDefault stance: assume the user has no insider knowledge of the market. Present the landscape, category terms, and recommendations from first principles so the analysis stands on its own. Ask for corrections, hard constraints, or proprietary facts, not intuition.\n\n## Prerequisites\n\n**Detect mode before proceeding:**\n\n- **Concept-validation mode** activates when: no `research\u002Ficp.md` AND (no meaningful codebase OR `$ARGUMENTS` contains \"concept\"\u002F\"validate\"). Use this mode to validate market gaps after a concept has been shaped by `$idea-scope-brief` or an equivalent brief; if no concept is clear, recommend `$idea-scope-brief` first. Announce mode to user, then ask for concept description (problem, audience, approach).\n- **Standard mode** (default): Read the codebase, README, CLAUDE.md, and existing research\u002Fspecs (`research\u002Ficp.md` or `research\u002F{app}\u002Ficp.md`, `research\u002Fenterprise-icp.md` or `research\u002F{app}\u002Fenterprise-icp.md`, `research\u002Fmvp-gap.md` or `research\u002F{app}\u002Fmvp-gap.md`) to understand the product.\n\n## Process\n\n### 0. App Scope Resolution (Monorepo Support)\n\nBefore checking prerequisites, determine the app scope:\n\n1. If `$ARGUMENTS` specifies an app name matching a subdirectory of `research\u002F`, use it.\n2. If `research\u002F` contains subdirectories (excluding files), list them and ask the user which app to target. If the session is already in Plan mode and there are 2-3 concrete choices, prefer `request_user_input`; otherwise ask in plain text. If only one subdirectory exists, use it automatically.\n3. If no subdirectories exist, proceed with flat structure (single-product mode).\n\nWhen app scope `{app}` is active:\n- Read\u002Fwrite research from `research\u002F{app}\u002F` instead of `research\u002F`\n- Read\u002Fwrite specs from `specs\u002F{app}\u002F` instead of `specs\u002F`\n- Also read `research\u002Ficp.md` (cross-app overview) for broader context\n\n### 1. Establish Product Context\n\n**Standard mode:** Read CLAUDE.md, README, package config, key source files. Read `research\u002Ficp.md` (or `research\u002F{app}\u002Ficp.md`) if it exists — the ICP defines the competitive frame. Read `research\u002Fenterprise-icp.md` (or `research\u002F{app}\u002Fenterprise-icp.md`) and `research\u002Fmvp-gap.md` (or `research\u002F{app}\u002Fmvp-gap.md`) if they exist. Summarise what the product does, who it's for, and what problem it solves.\n\n**Concept-validation mode:** Use `research\u002Fconcept-brief.md` when present, otherwise use the concept description from Prerequisites. Summarise what the concept proposes (problem, audience, approach). Confirm with the user before researching.\n\n### 2. Identify Competitors\n\nUse web search extensively across: direct competitors, indirect competitors, incumbents, emerging players, DIY alternatives.\n\n**Checkpoint 1 — Present competitor list to user.** Show all identified competitors grouped by category. For each competitor, include a one-line description and why it's in that category, citing the search source. Ask: \"Are there competitors I missed? Any incorrectly categorised?\" Incorporate feedback.\n\n### 3. Research Each Competitor\n\nFor each: Company & Product (features, funding, pricing), Maturity & Traction (stage, user signals, integrations), GTM Strategy (acquisition, pricing, content, community), Strengths (user praise, moat), Weaknesses (complaints, gaps, vulnerabilities).\n\n### 4. Identify Market Gaps\n\nSynthesise: underserved segments, feature gaps, pricing gaps, UX gaps, integration gaps, geographic\u002Fvertical gaps, technology gaps.\n\n### 4a. Gap Assessment (concept-validation mode only)\n\nSynthesise market gaps into: **Market State** (Virgin\u002FSparse\u002FCrowded), **Incumbent Quality** (Dominant-and-loved \u002F Dominant-but-resented \u002F Fragmented-and-mediocre \u002F Emerging-and-unproven), **Gap Quality** (Clear unmet need \u002F Underserved segment \u002F UX\u002Fapproach gap \u002F Minor improvement \u002F No meaningful gap), **Verdict** (Proceed to ICP \u002F Pivot concept \u002F Abandon). If the session is already in Plan mode, prefer `request_user_input`; otherwise ask in plain text before continuing.\n\n### 5. Identify Market Gaps & White Space\n\n**Standard mode:** Underserved segments, feature\u002Fcapability gaps, pricing gaps, 2-3 white-space opportunities, competitor lessons (do's and don'ts).\n\n**Concept-validation mode:** Frame as hypothetical — segments the concept could serve that competitors miss, capability gaps, competitor lessons. Positioning recommendations belong in `$positioning`.\n\n### 6. Present Findings & Validate\n\n**Checkpoint 2 — Present full analysis before writing.** Show: landscape summary, key competitors, market gaps and white-space opportunities, observable GTM patterns, lessons from competitors. Ask: \"Which gaps or assumptions need stronger evidence? Any gaps I missed or got wrong?\" Continue until all details are nailed down.\n\n### 7. Write Output\n\nOnly after user validates, write the output files.\n\n## Deliverables\n\n- `research\u002Fcompetitive-analysis.md` (or `research\u002F{app}\u002Fcompetitive-analysis.md`) — Full competitive landscape: summary, competitor profiles, observable GTM patterns, market gaps, competitive positioning (gaps identified, lessons), signals for downstream research, next steps. In concept-validation mode, includes `## Gap Assessment` section (Market State, Incumbent Quality, Gap Quality, Verdict).\n- `research\u002Fcompetitive-analysis-search-log.md` (or `research\u002F{app}\u002Fcompetitive-analysis-search-log.md`) — Raw research log: every query, findings, source attribution, reasoning\n\n**Standard mode next steps:** `## Next Steps` section with a **Recommended** item and **Other options** (2–4 alternatives). Choose the recommended item by the first matching condition:\n\n1. IF no `research\u002Fjourney-map.md`: check `.agents\u002Fproject.json.enabled_packs` for `customer-lifecycle` — if `customer-lifecycle` is not enabled, recommend `$pack install customer-lifecycle` first; if `customer-lifecycle` is enabled, recommend `$journey-map` — map the customer and user journey before solution-value decisions, using competitive gaps as inspiration\n2. IF no `research\u002Fpositioning.md`: `$positioning` — frame the market category and alternatives after journey evidence shows where value is delivered\n3. IF no `specs\u002Fux-variations-*.md`: `$ux-variations [top journey-backed market gap or positioning opportunity]` — explore experience directions before production specification\n4. IF no `research\u002Fvalue-prop.md` AND solution-customer fit is weak, disputed, or needs explicit fit scoring: `$value-prop-canvas` — validate contested solution-fit evidence as an optional detour\n5. IF no `research\u002Fgtm.md`: `$gtm` — build go-to-market plan leveraging competitive gaps\n6. IF codebase exists and no `research\u002Fmvp-gap.md`: `$mvp-gap` — check if the codebase exploits the gaps found\n\nUse this format in the output:\n\n## Next Steps\n\n**Recommended:** `[first matching command above]` — [reason grounded in this analysis]\n\nOther options:\n- `$pack install customer-lifecycle` or `$journey-map` — map the customer journey to find where competitors fall short (if no `research\u002Fjourney-map.md` and not recommended; check `.agents\u002Fproject.json.enabled_packs` for `customer-lifecycle` — if not enabled, recommend `$pack install customer-lifecycle`; if enabled, recommend `$journey-map`)\n- `$positioning` — frame the market category and competitive alternatives after journey evidence exists (if no `research\u002Fpositioning.md` and not recommended)\n- `$ux-variations [top journey-backed market gap or positioning opportunity]` — explore prototype directions before production specification (if positioning exists and not recommended)\n- `$value-prop-canvas` — optional detour only when solution-customer fit is weak, disputed, or needs explicit fit scoring before positioning\u002Fspec work\n- `$gtm` — build go-to-market plan leveraging competitive gaps (if no `research\u002Fgtm.md` and not recommended)\n- `$mvp-gap` — check if the codebase exploits the gaps found (if codebase exists, no `research\u002Fmvp-gap.md` exists, and not recommended)\n- `$brainstorm` — generate alternative solution ideas (only if the analysis found multiple plausible market gaps and product direction is still unclear)\n\nOnly include items whose conditions are met. Do not recommend brainstorm just because competitive whitespace exists.\n\n**Concept-validation mode next steps:** Use the same Recommended + Other options format, but choose the recommendation from the validated `## Gap Assessment` verdict:\n\n## Next Steps\n\n**Recommended:** [verdict-based next step] — [reason grounded in the gap assessment]\n\nOther options:\n- IF verdict is **Proceed to ICP**: recommend `$icp` — the competitive gap is validated; define who to build for\n- IF verdict is **Pivot concept**: recommend `$brainstorm` — the market has a gap, but this concept needs a different angle before ICP work is useful\n- IF verdict is **Abandon**: recommend `No follow-up skill recommended` — the analysis did not find a meaningful gap worth pursuing; include `$brainstorm` only if the user wants to explore a new concept\n- `$competitive-analysis` — re-run in standard mode after ICP is defined (only after a proceed verdict and after `$icp` creates `research\u002Ficp.md`)\n\n## Task Classification\n\nWhen this skill produces follow-up work, file it by execution semantics:\n\n- Immediately actionable implementation or documentation work goes in `tasks\u002Ftodo.md`.\n- Human-only external actions tied to automated steps go in `tasks\u002Fmanual-todo.md` with `_(blocks: Step N.X)_` or `_(after: Step N.X)_`; repo edits, SDK wiring, generated assets, local commands, tests, audits, and authenticated CLI\u002FAPI work stay in `tasks\u002Ftodo.md`.\n- One-time condition-gated records, baselines, or future measurements go in `tasks\u002Frecord-todo.md` with source, condition, non-blocking reason, evidence, and promotion rule.\n- Cadence-based reviews, playtests, adoption checks, investor updates, retros, or docs-health checks go in `tasks\u002Frecurring-todo.md` with cadence, owner\u002Fagent, next due, evidence path, and escalation conditions.\n- Do not put non-blocking records or recurring obligations in `tasks\u002Ftodo.md` unless they have been explicitly promoted into current execution work.\n\n## Constraints\n\n- Use web search extensively — every competitor must come from a search result.\n- Cite sources for competitor facts.\n- Be honest about uncertainty.\n- Stay in analysis mode — no product changes, architecture, or positioning recommendations. Positioning belongs in `$positioning`.\n- Focus on actionable insights over raw lists.\n- Do not overwrite existing `research\u002Fcompetitive-analysis.md` (or `research\u002F{app}\u002Fcompetitive-analysis.md`) without asking.\n- Prefer recent sources (last 12 months).\n- Search breadth over depth initially.\n- Present before writing — never write until findings are validated.\n- `## Next Steps` must be the final section in the output file, with a recommended next step and 2–4 other options.\n\n## Alignment Page\n\nFollow the shared Alignment Page convention in CLAUDE.md. Output: `alignment\u002Fcompetitive-analysis-{topic}.html`.\n\n## Default Shipping Contract\n\nFollow the shared shipping contract convention in CLAUDE.md.\n","## Pack Availability Guard\n\nBefore telling the user to run a skill from another project-local pack, check `.agents\u002Fproject.json.enabled_packs`. If the target pack is not enabled, recommend `$pack install \u003Cpack>` instead of the target skill. Global skills are always valid. Skills from this same pack are valid because the current skill is already running from that pack.\n\n# Competitive Analysis — Market Landscape Research\n\n## Report-First Approval Gate\n\nDefault to report-only: present findings, evidence coverage, assumptions, recommended artifact path, and proposed file changes in a pre-approval alignment page plus a concise conversation summary for user approval before creating or updating canonical research, spec, or task files.\n\nDo not write or overwrite synthesized deliverables until the user explicitly approves, unless the user invoked an explicit write\u002Fupdate\u002Ffix mode or clearly asked to write files upfront. Raw evidence capture may be persisted before analysis when reproducibility requires it; report those raw paths separately and still gate synthesized research\u002Freport writes.\n\nWhen stopping for approval, build and attempt to open the alignment preview page first, then ask the user to review it and approve, question, or request adjustments. Do not include `Recommended next skill`, `Recommended next command`, or downstream routing language. The approval request itself is the next action. Only emit next-skill routing after the approved artifact has been written or updated.\n\nConduct deep web-based research to compile a comprehensive competitive landscape for the project. Uses web search to identify competitors, evaluate their maturity, analyse their go-to-market strategies, and surface market gaps.\n\nDefault stance: assume the user has no insider knowledge of the market. Present the landscape, category terms, and recommendations from first principles so the analysis stands on its own. Ask for corrections, hard constraints, or proprietary facts, not intuition.\n\n## Prerequisites\n\n**Detect mode before proceeding:**\n\n- **Concept-validation mode** activates when: no `research\u002Ficp.md` AND (no meaningful codebase OR `$ARGUMENTS` contains \"concept\"\u002F\"validate\"). Use this mode to validate market gaps after a concept has been shaped by `$idea-scope-brief` or an equivalent brief; if no concept is clear, recommend `$idea-scope-brief` first. Announce mode to user, then ask for concept description (problem, audience, approach).\n- **Standard mode** (default): Read the codebase, README, CLAUDE.md, and existing research\u002Fspecs (`research\u002Ficp.md` or `research\u002F{app}\u002Ficp.md`, `research\u002Fenterprise-icp.md` or `research\u002F{app}\u002Fenterprise-icp.md`, `research\u002Fmvp-gap.md` or `research\u002F{app}\u002Fmvp-gap.md`) to understand the product.\n\n## Process\n\n### 0. App Scope Resolution (Monorepo Support)\n\nBefore checking prerequisites, determine the app scope:\n\n1. If `$ARGUMENTS` specifies an app name matching a subdirectory of `research\u002F`, use it.\n2. If `research\u002F` contains subdirectories (excluding files), list them and ask the user which app to target. If the session is already in Plan mode and there are 2-3 concrete choices, prefer `request_user_input`; otherwise ask in plain text. If only one subdirectory exists, use it automatically.\n3. If no subdirectories exist, proceed with flat structure (single-product mode).\n\nWhen app scope `{app}` is active:\n- Read\u002Fwrite research from `research\u002F{app}\u002F` instead of `research\u002F`\n- Read\u002Fwrite specs from `specs\u002F{app}\u002F` instead of `specs\u002F`\n- Also read `research\u002Ficp.md` (cross-app overview) for broader context\n\n### 1. Establish Product Context\n\n**Standard mode:** Read CLAUDE.md, README, package config, key source files. Read `research\u002Ficp.md` (or `research\u002F{app}\u002Ficp.md`) if it exists — the ICP defines the competitive frame. Read `research\u002Fenterprise-icp.md` (or `research\u002F{app}\u002Fenterprise-icp.md`) and `research\u002Fmvp-gap.md` (or `research\u002F{app}\u002Fmvp-gap.md`) if they exist. Summarise what the product does, who it's for, and what problem it solves.\n\n**Concept-validation mode:** Use `research\u002Fconcept-brief.md` when present, otherwise use the concept description from Prerequisites. Summarise what the concept proposes (problem, audience, approach). Confirm with the user before researching.\n\n### 2. Identify Competitors\n\nUse web search extensively across: direct competitors, indirect competitors, incumbents, emerging players, DIY alternatives.\n\n**Checkpoint 1 — Present competitor list to user.** Show all identified competitors grouped by category. For each competitor, include a one-line description and why it's in that category, citing the search source. Ask: \"Are there competitors I missed? Any incorrectly categorised?\" Incorporate feedback.\n\n### 3. Research Each Competitor\n\nFor each: Company & Product (features, funding, pricing), Maturity & Traction (stage, user signals, integrations), GTM Strategy (acquisition, pricing, content, community), Strengths (user praise, moat), Weaknesses (complaints, gaps, vulnerabilities).\n\n### 4. Identify Market Gaps\n\nSynthesise: underserved segments, feature gaps, pricing gaps, UX gaps, integration gaps, geographic\u002Fvertical gaps, technology gaps.\n\n### 4a. Gap Assessment (concept-validation mode only)\n\nSynthesise market gaps into: **Market State** (Virgin\u002FSparse\u002FCrowded), **Incumbent Quality** (Dominant-and-loved \u002F Dominant-but-resented \u002F Fragmented-and-mediocre \u002F Emerging-and-unproven), **Gap Quality** (Clear unmet need \u002F Underserved segment \u002F UX\u002Fapproach gap \u002F Minor improvement \u002F No meaningful gap), **Verdict** (Proceed to ICP \u002F Pivot concept \u002F Abandon). If the session is already in Plan mode, prefer `request_user_input`; otherwise ask in plain text before continuing.\n\n### 5. Identify Market Gaps & White Space\n\n**Standard mode:** Underserved segments, feature\u002Fcapability gaps, pricing gaps, 2-3 white-space opportunities, competitor lessons (do's and don'ts).\n\n**Concept-validation mode:** Frame as hypothetical — segments the concept could serve that competitors miss, capability gaps, competitor lessons. Positioning recommendations belong in `$positioning`.\n\n### 6. Present Findings & Validate\n\n**Checkpoint 2 — Present full analysis before writing.** Show: landscape summary, key competitors, market gaps and white-space opportunities, observable GTM patterns, lessons from competitors. Ask: \"Which gaps or assumptions need stronger evidence? Any gaps I missed or got wrong?\" Continue until all details are nailed down.\n\n### 7. Write Output\n\nOnly after user validates, write the output files.\n\n## Deliverables\n\n- `research\u002Fcompetitive-analysis.md` (or `research\u002F{app}\u002Fcompetitive-analysis.md`) — Full competitive landscape: summary, competitor profiles, observable GTM patterns, market gaps, competitive positioning (gaps identified, lessons), signals for downstream research, next steps. In concept-validation mode, includes `## Gap Assessment` section (Market State, Incumbent Quality, Gap Quality, Verdict).\n- `research\u002Fcompetitive-analysis-search-log.md` (or `research\u002F{app}\u002Fcompetitive-analysis-search-log.md`) — Raw research log: every query, findings, source attribution, reasoning\n\n**Standard mode next steps:** `## Next Steps` section with a **Recommended** item and **Other options** (2–4 alternatives). Choose the recommended item by the first matching condition:\n\n1. IF no `research\u002Fjourney-map.md`: check `.agents\u002Fproject.json.enabled_packs` for `customer-lifecycle` — if `customer-lifecycle` is not enabled, recommend `$pack install customer-lifecycle` first; if `customer-lifecycle` is enabled, recommend `$journey-map` — map the customer and user journey before solution-value decisions, using competitive gaps as inspiration\n2. IF no `research\u002Fpositioning.md`: `$positioning` — frame the market category and alternatives after journey evidence shows where value is delivered\n3. IF no `specs\u002Fux-variations-*.md`: `$ux-variations [top journey-backed market gap or positioning opportunity]` — explore experience directions before production specification\n4. IF no `research\u002Fvalue-prop.md` AND solution-customer fit is weak, disputed, or needs explicit fit scoring: `$value-prop-canvas` — validate contested solution-fit evidence as an optional detour\n5. IF no `research\u002Fgtm.md`: `$gtm` — build go-to-market plan leveraging competitive gaps\n6. IF codebase exists and no `research\u002Fmvp-gap.md`: `$mvp-gap` — check if the codebase exploits the gaps found\n\nUse this format in the output:\n\n## Next Steps\n\n**Recommended:** `[first matching command above]` — [reason grounded in this analysis]\n\nOther options:\n- `$pack install customer-lifecycle` or `$journey-map` — map the customer journey to find where competitors fall short (if no `research\u002Fjourney-map.md` and not recommended; check `.agents\u002Fproject.json.enabled_packs` for `customer-lifecycle` — if not enabled, recommend `$pack install customer-lifecycle`; if enabled, recommend `$journey-map`)\n- `$positioning` — frame the market category and competitive alternatives after journey evidence exists (if no `research\u002Fpositioning.md` and not recommended)\n- `$ux-variations [top journey-backed market gap or positioning opportunity]` — explore prototype directions before production specification (if positioning exists and not recommended)\n- `$value-prop-canvas` — optional detour only when solution-customer fit is weak, disputed, or needs explicit fit scoring before positioning\u002Fspec work\n- `$gtm` — build go-to-market plan leveraging competitive gaps (if no `research\u002Fgtm.md` and not recommended)\n- `$mvp-gap` — check if the codebase exploits the gaps found (if codebase exists, no `research\u002Fmvp-gap.md` exists, and not recommended)\n- `$brainstorm` — generate alternative solution ideas (only if the analysis found multiple plausible market gaps and product direction is still unclear)\n\nOnly include items whose conditions are met. Do not recommend brainstorm just because competitive whitespace exists.\n\n**Concept-validation mode next steps:** Use the same Recommended + Other options format, but choose the recommendation from the validated `## Gap Assessment` verdict:\n\n## Next Steps\n\n**Recommended:** [verdict-based next step] — [reason grounded in the gap assessment]\n\nOther options:\n- IF verdict is **Proceed to ICP**: recommend `$icp` — the competitive gap is validated; define who to build for\n- IF verdict is **Pivot concept**: recommend `$brainstorm` — the market has a gap, but this concept needs a different angle before ICP work is useful\n- IF verdict is **Abandon**: recommend `No follow-up skill recommended` — the analysis did not find a meaningful gap worth pursuing; include `$brainstorm` only if the user wants to explore a new concept\n- `$competitive-analysis` — re-run in standard mode after ICP is defined (only after a proceed verdict and after `$icp` creates `research\u002Ficp.md`)\n\n## Task Classification\n\nWhen this skill produces follow-up work, file it by execution semantics:\n\n- Immediately actionable implementation or documentation work goes in `tasks\u002Ftodo.md`.\n- Human-only external actions tied to automated steps go in `tasks\u002Fmanual-todo.md` with `_(blocks: Step N.X)_` or `_(after: Step N.X)_`; repo edits, SDK wiring, generated assets, local commands, tests, audits, and authenticated CLI\u002FAPI work stay in `tasks\u002Ftodo.md`.\n- One-time condition-gated records, baselines, or future measurements go in `tasks\u002Frecord-todo.md` with source, condition, non-blocking reason, evidence, and promotion rule.\n- Cadence-based reviews, playtests, adoption checks, investor updates, retros, or docs-health checks go in `tasks\u002Frecurring-todo.md` with cadence, owner\u002Fagent, next due, evidence path, and escalation conditions.\n- Do not put non-blocking records or recurring obligations in `tasks\u002Ftodo.md` unless they have been explicitly promoted into current execution work.\n\n## Constraints\n\n- Use web search extensively — every competitor must come from a search result.\n- Cite sources for competitor facts.\n- Be honest about uncertainty.\n- Stay in analysis mode — no product changes, architecture, or positioning recommendations. Positioning belongs in `$positioning`.\n- Focus on actionable insights over raw lists.\n- Do not overwrite existing `research\u002Fcompetitive-analysis.md` (or `research\u002F{app}\u002Fcompetitive-analysis.md`) without asking.\n- Prefer recent sources (last 12 months).\n- Search breadth over depth initially.\n- Present before writing — never write until findings are validated.\n- `## Next Steps` must be the final section in the output file, with a recommended next step and 2–4 other options.\n\n## Alignment Page\n\nFollow the shared Alignment Page convention in CLAUDE.md. 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