{"slug":"first-fluke-oma-academic-writing","name":"oma-academic-writing","description":"Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments.","long_description":"---\nname: oma-academic-writing\ndescription: >\n  Academic writing capability for publication-grade English prose. Drafts, revises, and\n  audits essays, reports, analysis sections, executive summaries, conclusions, and\n  literature reviews while enforcing sentence-structure variation, high-frequency\n  academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for\n  academic writing, essay polish, paragraph rewrite, prose revision against any\n  rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse\n  outlining, claim-evidence mapping, and rubric enforcement on assignments.\n---\n\n# Academic Writing: Publication-Grade English Prose\n\n## Scheduling\n\n### Goal\nProduce, revise, and audit publication-grade academic English prose so that every output simultaneously satisfies the Sentence Structure Protocol, Verb Protocol, Hedging Protocol, and Anti-AI Compliance Checklist, with every claim mapped to verifiable evidence.\n\n### Intent signature\n- \"draft this essay / report / executive summary / conclusion / literature review\"\n- \"rewrite this paragraph in academic English\"\n- \"polish this draft to top-band quality\" / \"revise to match the rubric\"\n- \"run an anti-AI audit on this prose\"\n- \"check sentence structure variety\" / \"fix monotonous rhythm\"\n- \"the prose sounds AI-generated, make it pass\"\n- \"verify claims against evidence\" / \"reverse outline this section\"\n\n### When to use\n- Drafting or revising academic reports, essays, or analysis sections\n- Writing executive summaries, conclusions, or literature reviews\n- Rewriting AI-sounding prose into natural academic English\n- Polishing draft text to achieve top-band rubric quality (HD, A, top-band, etc.)\n- Reviewing prose for sentence variety, verb quality, hedging, and anti-AI compliance\n- Any task requiring formal academic English output bound by a rubric\n\n### When NOT to use\n- Translation tasks → use `oma-translation`\n- Source discovery, citation gathering, or scholarly literature search → use `oma-scholar`\n- Rubric / assignment-spec parsing and task decomposition → use `oma-pm`\n- Code documentation, README, or API reference text → use the relevant domain skill (`oma-frontend`, `oma-backend`, `oma-mobile`, `oma-db`, etc.)\n- Informal communication, chat, or marketing copy → no skill needed\n- Non-English academic writing → call `oma-translation` for the target language after drafting in English\n\n### Expected inputs\n- `mode`: one of `draft` | `revise` | `review`\n- `rubric_or_constraint`: assignment brief, rubric file, or word/structure limits (path or inline text)\n- `existing_draft`: prior text to revise or audit (path or inline text); required for `revise` and `review`\n- `source_data`: available evidence, figures, citations the writer may use\n- `target_register`: defaults to formal academic English with American spelling (en-US)\n\n### Expected outputs\n- `draft` mode: section heading + drafted prose + Writing Notes (sentence mix, key verbs, anti-AI flags resolved, paragraph lengths) + Claim-Evidence Map\n- `revise` mode: original block, revised block, list of specific changes (verb upgrades, structure variation, anti-AI fixes)\n- `review` mode: PASS/FAIL Compliance Report across Sentence Structure, Verb Quality, Anti-AI, Specificity, Hedging, Paragraph Clarity, Rhythm/Burstiness, Claim-Evidence Alignment, plus recommended fixes\n\n### Dependencies\n- `resources/anti-ai-checklist.md`: banned vocabulary, banned structural patterns, sentence-level checks\n- `resources/sentence-structure-reference.md`: four sentence types, length targets, common errors\n- `resources/academic-verb-tiers.md`: banned generic verbs and tiered academic-corpus replacements\n- `resources/hedging-guide.md`: calibrated certainty expressions matched to evidence strength\n- `../_shared/core/context-loading.md`: task-relevant resource loading\n- `../_shared/core/quality-principles.md`: shared quality bar\n\n### Control-flow features\n- Mode branching: `draft` vs `revise` vs `review` produce different output formats and pass sequences\n- Rubric-quote gate: refuses to apply a rule until the literal constraint text is quoted from the source\n- Citation gap branch: when a claim lacks evidence, weaken or remove rather than fabricate; optionally hand off to `oma-scholar`\n- Language branch: non-English target hands off to `oma-translation` after the English pass\n- Iterative AUDIT: every fix loops back through the anti-AI checklist before emit\n\n## Structural Flow\n\n### Entry\n1. Identify the mode (`draft`, `revise`, `review`) and the rubric source.\n2. Quote the exact constraint text (word limits, structural requirements, mandatory sections, rubric rows) before applying any rule.\n3. If revising or reviewing, read the existing draft in full first; if drafting, confirm available source data and citations.\n4. Index `resources/` and pre-select the verb tier and sentence mix targets for the section.\n\n### Scenes\n1. **PREPARE**: load rubric, existing draft, source data; record quoted constraints; pick sentence mix and 2–3 anchor verbs per paragraph.\n2. **ACQUIRE**: read `resources/sentence-structure-reference.md`, `academic-verb-tiers.md`, and `hedging-guide.md` only for the patterns relevant to the current section.\n3. **ACT**: write or revise prose with the four protocols enforced simultaneously: Sentence Structure (4 types, varied length, varied openers), Verb (no banned generic verbs as main verbs; prefer tier-1/2 academic verbs), Hedging (match strength to evidence), and Topic-Support-Conclude paragraphing.\n4. **VERIFY**: audit against `resources/anti-ai-checklist.md` (vocabulary clusters, structural patterns, sentence-level checks); apply reverse outlining and build the Claim-Evidence Map; weaken or remove unsupported claims.\n5. **FINALIZE**: read-aloud test, cohesion check, specificity audit, word-count verification, paragraph-length variation, rhythm check; emit per the mode's output format.\n\n### Transitions\n- If a rubric line is ambiguous → quote it back to the user and ask for interpretation; do not infer combined rules.\n- If a claim cannot be supported by available evidence → weaken with hedging or remove; if a citation gap is structural, NOTIFY `oma-scholar`.\n- If the target language is non-English → finish the English pass, then hand off to `oma-translation`.\n- If the same anti-AI flag survives one fix attempt → restructure the surrounding two sentences instead of word-substitution alone.\n- If an output mode mismatch is detected (e.g., user asked for review but supplied a fresh prompt) → confirm the mode before producing output.\n\n### Failure and recovery\n| Failure | Recovery |\n|---------|----------|\n| Word count over / under target | Cut filler adverbs and redundant qualifiers, or expand with supporting evidence; re-run audit |\n| Prose still sounds AI-generated after one pass | Vary sentence openers (subject, adverbial, participial, prepositional) and insert one short (≤10-word) sentence per paragraph; re-run audit |\n| Rubric requirement unclear | Quote exact rubric text and ask user; do not combine rules |\n| Claim lacks evidence | Add citation, hedge to match weaker evidence, or remove the claim entirely |\n| Hedging miscalibrated | Replace double hedges; align hedge strength with `resources/hedging-guide.md` evidence-level table |\n| Banned generic verb resists replacement | Restructure the sentence so the banned verb is not the main verb |\n| Paragraph blocks are uniform 4–5 sentences | Insert a 2-sentence emphasis paragraph; re-run rhythm check |\n\n### Exit\n- Success: every protocol PASSes, the Claim-Evidence Map has no unsupported entries, word count complies, and the mode-specific output format is fully populated.\n- Partial success: emit prose with explicit `needs evidence` / `pending citation` markers and report which protocol items remain at risk; flag handoff candidates.\n- Failure: refuse to emit and report the blocking ambiguity (rubric quote missing, source data absent, contradictory constraints).\n\n## Logical Operations\n\n### Actions\n| Action | SSL primitive | Evidence |\n|--------|---------------|----------|\n| Read rubric / constraint and quote literal text | `READ` | Rubric file or assignment brief |\n| Read existing draft (revise/review modes) | `READ` | Draft file or inline text |\n| Index resources for the current section | `READ` | `resources/{anti-ai-checklist,sentence-structure-reference,academic-verb-tiers,hedging-guide}.md` |\n| Select sentence mix and 2–3 anchor verbs per paragraph | `SELECT` | Sentence-structure & verb-tier tables |\n| Plan paragraph as Topic-Support-Conclude | `INFER` | Outline notes |\n| Draft / revise prose under all four protocols | `WRITE` | Generated prose |\n| Audit prose against anti-AI checklist | `VALIDATE` | `resources/anti-ai-checklist.md` |\n| Reverse outline + build Claim-Evidence Map | `VALIDATE` | Mapping table |\n| Weaken or remove unsupported claims | `WRITE` | Revised claim line |\n| Compare original vs revised (revise mode) | `COMPARE` | Diff block |\n| Hand off non-English target | `NOTIFY` | `oma-translation` |\n| Hand off citation gap | `NOTIFY` | `oma-scholar` |\n| Hand off ambiguous rubric / spec | `NOTIFY` | `oma-pm` |\n| Emit per mode output format | `WRITE` | Final artifact |\n| Report compliance status | `NOTIFY` | PASS/FAIL summary or Writing Notes block |\n\n### Tools and instruments\n- `Read` / `Edit` / `Write` for draft and rubric files\n- `resources/anti-ai-checklist.md`, `sentence-structure-reference.md`, `academic-verb-tiers.md`, `hedging-guide.md`\n- Topic-Support-Conclude paragraph template (inline)\n- Claim-Evidence Map (inline 3-column table: Claim / Evidence / Status)\n- Output-format blocks per mode (Draft / Revision / Review)\n\n### Canonical workflow path\n1. **READ** rubric/draft and quote the exact literal constraint text; pin word limits, mandatory sections, and rubric rows.\n2. **PLAN** each paragraph as Topic-Support-Conclude; pre-select the sentence-type mix and 2–3 anchor verbs from `academic-verb-tiers.md`.\n3. **DRAFT** prose with Sentence Structure, Verb, Hedging, and Topic-Support-Conclude protocols enforced simultaneously.\n4. **AUDIT** the draft against `resources/anti-ai-checklist.md` (banned vocabulary clusters, banned structural patterns, sentence-level checks) and fix every flag.\n5. **REVERSE-OUTLINE** the section and build the Claim-Evidence Map; weaken or remove any unsupported claim.\n6. **POLISH** with read-aloud, cohesion, specificity, word-count, rhythm, and paragraph-length-variation checks; emit in the mode's output format.\n\n### Resource scope\n| Scope | Resource target |\n|-------|-----------------|\n| `LOCAL_FS` | Rubric, existing draft, generated prose output |\n| `CODEBASE` | `resources/` 4 reference files, `_shared/core/{context-loading,quality-principles}.md` |\n| `MEMORY` | Mode, quoted constraints, anchor verbs per paragraph, anti-AI flags resolved, Claim-Evidence Map |\n\n### Preconditions\n- A rubric / constraint or an existing draft (or both) is provided.\n- The target register is academic English. If the final deliverable is non-English, the user has agreed to a downstream `oma-translation` handoff.\n- The source data needed to support claims is available, or unsupported claims are explicitly allowed to be weakened or removed.\n\n### Effects and side effects\n- Writes drafted, revised, or reviewed prose to the user's working location (file or inline).\n- Does not modify `resources/` reference files.\n- Does not fetch external citations; defers to `oma-scholar` when discovery is required.\n- May NOTIFY adjacent skills but does not auto-spawn them; user or workflow drives the actual handoff.\n\n### Guardrails\n1. Every sentence must be verifiable; never fabricate data, statistics, or citations.\n2. Quote-before-judgment: cite the literal constraint or rubric text before applying any rule.\n3. Never combine distinct rules to invent a new constraint; apply rules exactly as written.\n4. Banned generic verbs (`show`, `have`, `make`, `do`, `get`, `use`, `give`, `say`, `put`, `see`, `come`, `go`, `take`, ","tagline":"Academic writing capability for publication-grade English prose. 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irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":76,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":76,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.3K GitHub 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or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.3K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"1.3K stars, 146 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2d since push"},{"status":"pass","label":"License 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Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","67/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":77,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Permission surface: filesystem or document access, network or browser access","SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate oma-academic-writing before installing it in an agent workflow","security","Research agents workflows; 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Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments.","category":"security","url":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing","repository":"https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing","github_repo":"first-fluke/oh-my-agent"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add first-fluke-oma-academic-writing"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"oma-academic-writing\" agent skill from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"oma-academic-writing\" as a Claude Code skill from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"oma-academic-writing\" from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":78,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"2d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No OpenAgentSkill engagement data yet","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use oma-academic-writing in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 83/100 Safe to try","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"first-fluke-oma-academic-writing (oma-academic-writing)","install_command":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","risk_summary":"Safe to try; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"first-fluke-oma-academic-writing","task":"Use oma-academic-writing in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing","api":"https://www.openagentskill.com/api/agent/skills/first-fluke-oma-academic-writing","audit":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=first-fluke-oma-academic-writing&task=Use%20oma-academic-writing%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20oma-academic-writing%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20oma-academic-writing%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/first-fluke-oma-academic-writing/install","manifest":"https://www.openagentskill.com/api/registry/manifest/first-fluke-oma-academic-writing"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"first-fluke-oma-academic-writing","name":"oma-academic-writing","description":"Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments.","category":"security","url":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing","repository":"https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing","github_repo":"first-fluke/oh-my-agent"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add first-fluke-oma-academic-writing"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"oma-academic-writing\" agent skill from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"oma-academic-writing\" as a Claude Code skill from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"oma-academic-writing\" from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/first-fluke-oma-academic-writing/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/first-fluke-oma-academic-writing"},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.3K GitHub stars","repoActivity":"1.3K stars, 146 forks","lastPushed":"2d since push","license":"MIT","repository":"https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing","install":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":78,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"2d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No OpenAgentSkill engagement data yet","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use oma-academic-writing in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 83/100 Safe to try","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"first-fluke-oma-academic-writing (oma-academic-writing)","install_command":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","risk_summary":"Safe to try; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"first-fluke-oma-academic-writing","task":"Use oma-academic-writing in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing","api":"https://www.openagentskill.com/api/agent/skills/first-fluke-oma-academic-writing","audit":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=first-fluke-oma-academic-writing&task=Use%20oma-academic-writing%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20oma-academic-writing%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20oma-academic-writing%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/first-fluke-oma-academic-writing/install","manifest":"https://www.openagentskill.com/api/registry/manifest/first-fluke-oma-academic-writing"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"local-desktop","title":"Local desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":1264,"starsLabel":"1.3K","forks":146,"license":"MIT","qualityScore":78,"trustScore":76,"auditScore":83},"maintenance":{"status":"fresh","label":"2d since push","daysSincePush":2,"lastPushedAt":"2026-09-03T02:06:44+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":true,"notes":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review"]},"coverageTags":["Research","Research agents","security","agent-skill"]},"audit":{"audit_score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","quality_score":78,"trust_score":76,"maintenance_score":100,"security_score":81,"install_score":92,"warnings":["SKILL.md excerpt is truncated at the Structural Flow section, so full workflow details are not fully visible in the submitted excerpt.","No explicit 'Limitations' section documents edge cases such as non-English academic writing, domain-specific style guides, or handling of fabricated citations.","Quality score needs review"]},"quality_signals":{"model":"v2","star_score":21.71,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add first-fluke/oh-my-agent --skill oma-academic-writing","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add first-fluke-oma-academic-writing","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"oma-academic-writing\" agent skill from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"oma-academic-writing\" as a Claude Code skill from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"oma-academic-writing\" from https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Academic writing capability for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance. USE for academic writing, essay polish, paragraph rewrite, prose revision against any rubric tier (HD/D/C, A/B/C, top-band/mid-band, etc.), anti-AI audit, reverse outlining, claim-evidence mapping, and rubric enforcement on assignments. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"first-fluke-oma-academic-writing\",\"task\":\"Install oma-academic-writing\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing","github_repo":"first-fluke/oh-my-agent","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/first-fluke-oma-academic-writing","repository":"https://github.com/first-fluke/oh-my-agent/tree/main/.agents/skills/oma-academic-writing","api":"/api/agent/skills/first-fluke-oma-academic-writing","install_api":"/api/skills/first-fluke-oma-academic-writing/install"},"meta":{"created_at":"2026-09-03T19:13:04.012334+00:00","updated_at":"2026-09-03T19:13:04.128047+00:00","agent_friendly":true}}