Sector Overview
ginlix-ai/LangAlpha
Sector and industry landscape report, built on the sector's own archetypes, metrics and valuation lenses.
Med-sector overview across med.medicinesbiotech and med.medicaldevices with med trends, catalysts, FDA-decision context, and a cross-sector ripple map (quantified sign/magnitude per name).
Apache-2.0Auto-check passed
Install Sector Overview Med
$ npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install agentii-ai/agentii-investment-intelligence sector-overview-med --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med .claude/skills/sector-overview-med && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "sector-overview-med" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med into .claude/skills/sector-overview-med/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sector-overview-med", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-medType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install agentii-ai/agentii-investment-intelligence sector-overview-med --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med .agents/skills/sector-overview-med && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sector-overview-med" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med into .agents/skills/sector-overview-med/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sector-overview-med", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install agentii-ai/agentii-investment-intelligence sector-overview-med --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med .cursor/skills/sector-overview-med && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sector-overview-med" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med into .cursor/skills/sector-overview-med/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sector-overview-med", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/agentii-ai/agentii-investment-intelligence.git --path plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install agentii-ai/agentii-investment-intelligence sector-overview-med --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med .gemini/skills/sector-overview-med && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sector-overview-med" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med into .gemini/skills/sector-overview-med/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sector-overview-med", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install agentii-ai/agentii-investment-intelligence sector-overview-medInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med .github/skills/sector-overview-med && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sector-overview-med" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med into .github/skills/sector-overview-med/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sector-overview-med", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install agentii-ai/agentii-investment-intelligence sector-overview-med --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med .opencode/skills/sector-overview-med && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sector-overview-med" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med into .opencode/skills/sector-overview-med/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sector-overview-med", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
sector-overview-med- GitHub stars
- 207
- Token cost
- ~1.5k tokens
- SKILL.md length
- 564 words
- Files
- 3 (incl. references)
- Skills in repo
- 79
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Med-sector overview across med.medicinesbiotech and med.medicaldevices with med trends, catalysts, FDA-decision context, and a cross-sector ripple map (quantified sign/magnitude per name).
- Works in 4 steps: search_companies / list_coverage —… → search_adcom_meetings — catalyst… → Knowledge layer:… → …
- Frame any biotech/pharma/device analysis before diving into a single name
- SKILL.md covers Defaults, Preflight, Triggers and Production Grounding, plus 11 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sector Overview Med is an agent skill from agentii-ai/agentii-investment-intelligence. Med-sector overview across med.medicinesbiotech and med.medicaldevices with med trends, catalysts, FDA-decision context, and a cross-sector ripple map (quantified sign/magnitude per name). Use to frame any biotech/pharma/device analysis before diving into a single name.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/knowledge-frameworks.md` and `references/modes.md`).
The repository describes itself as: Claude-type skills for institutional equity research — 25 AI agent skills with SEC filings, XBRL financials, earnings calendars, DCF/comps/LBO models, and PPT generation. Powered… The licence is Apache-2.0.
When your agent uses it
- Frame any biotech/pharma/device analysis before diving into a single name
Example prompts
- “/sector-overview-med”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- search_companies / list_coverage — sector membership and data freshness.
- search_adcom_meetings — catalyst calendar by committee/date.
- Knowledge layer: search_investment_strategies(sectors=med) + search_investment_cases(sectors=med) for sector-level plays.
- search_unified / search_documents — filings/news context.
What it can do on your machine
Read from SKILL.md and the folder at commit 86980e1. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Sector Overview Med loads about 1.5k tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 564 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from agentii-ai/agentii-investment-intelligence at commit 86980e1, republished under its Apache-2.0 licence (© agentii-ai). 564 words, ~1,534 tokens.
Download SKILL.mdSave it as
.claude/skills/sector-overview-med/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- sector-overview-med
- description
- Med-sector overview across med.medicines_biotech and med.medical_devices with med trends, catalysts, FDA-decision context, and a cross-sector ripple map (quantified sign/magnitude per name). Use to frame any biotech/pharma/device analysis before diving into a single name.
- sectors
- med.medicines_biotech, med.medical_devices
- multi_ticker_semantics
- single_target
- temporal_scope.default_quarters
- 4
- temporal_scope.max_quarters
- 12
- temporal_scope.description
- Sector framing default 4 quarters; up to 12 for long-horizon trends.
- retrieval_scope
- unstructured_document_search
- min_tool_diversity
- 3
- parameter_free
- false
Methodology inspired by publicly taught sector-framing approaches; all text is an original paraphrase.
Defaults
| Parameter | Default Value | Rationale |
|---|---|---|
| taxonomy_level | industry (2 med industries) | Med sector frames at industry granularity |
| include_catalysts | true | FDA decisions are the defining med-sector driver |
| lookback_quarters | 4 | Standard trend window |
Preflight
Run canonical pre-flight per contracts/preflight.md. Include the X-Agentii-Trace header on every tool call per contracts/x-agentii-trace-header.md — carry the _run_id from your first tool result and name yourself (and your parent, if you were spawned).
Triggers
- "Give me an overview of the biotech sector."
- "How is the pharma industry structured?"
- "What are the main med sector trends right now?"
- "Which med sub-sectors are most catalyst-rich this quarter?"
- "Map the medical-devices landscape for me."
- "What's the regulatory backdrop for healthcare this year?"
- "How do med.medicines_biotech names differ from med.medical_devices?"
- "Summarize the FDA approval environment for the sector."
- "What are the structural drivers of biotech valuations?"
- "Which committees are most active in AdCom reviews lately?"
Production Grounding
- Med industry scope:
med.medicines_biotechandmed.medical_devices; healthcare services and life-sciences tools are out of scope for the bio-pharm vertical (servable by generic skills). - FDA decisions (approve/CRL/AdCom) are the strongest sector catalysts; sector framing must include the catalyst calendar (
search_adcom_meetings). - Cross-sector ripple map: for every sector-level catalyst (FDA decision, pricing action, funding regime, class readout), map the quantified sign and magnitude per covered name — a have/have-not stock map, not a headline. Magnitudes carry sources or
[VIEW]labels; names with no exposure are listed as have-nots, not omitted. - Living-exhibit convention: sector exhibits are append-only — new observations append to the existing exhibit, prior entries are never rewritten. Every fact carries its source line.
- Grounding frameworks:
references/knowledge-frameworks.md(道/法 layered review knowledge).
Data Source Priority
search_companies/list_coverage— sector membership and data freshness.search_adcom_meetings— catalyst calendar by committee/date.- Knowledge layer:
search_investment_strategies(sectors=med)+search_investment_cases(sectors=med)for sector-level plays. search_unified/search_documents— filings/news context.
Methodology
Retrieval Scope
unstructured_document_search
Retrieval Strategy
- Resolve sector scope via
search_companies+ taxonomy; count names per industry vialist_coverage. - Pull catalyst density:
search_adcom_meetingsfor the window. - Ground with med strategies/cases via the knowledge tools (sectors=med).
- Synthesize trends with cited evidence.
Show full SKILL.md (217 more words)Show less
Temporal Scope
See frontmatter temporal_scope block.
Tool Allowlist
See frontmatter allowed_tools.
Protocol
- Taxonomy framing
- Catalyst mapping
- Knowledge grounding
- Trend synthesis
Modes
- Full sector (default): both med industries with catalyst overlay.
- Single industry: deep-dive one industry (e.g., medicines_biotech).
- Catalyst-focused: sector view organized around upcoming FDA events.
- Ripple map: one sector catalyst propagated to per-name sign/magnitude, appended to the living exhibit.
Tool Fallbacks
| Failure | Fallback |
|---|---|
| search_companies empty | Use search_unified keyword search; annotate coverage_gap |
| search_adcom_meetings empty | Degrade to search_documents keyword "AdCom"; flag |
| Knowledge tools empty | Proceed with structured data only; annotate knowledge coverage_gap |
Output File
_sector/{YYYY-MM-DD_HHMM}_med-sector-overview-med_{affix}.md
Output Structure
- Executive Summary — sector stance in 2-3 sentences
- Taxonomy Map — industries + representative names + coverage stats
- Catalyst Calendar — dated FDA/earnings events shaping the sector
- Trends & Structural Drivers — with evidence
- Cross-Sector Ripple Map — per-name quantified sign/magnitude per sector catalyst (have/have-not stock map), appended to the living exhibit
- Knowledge Grounding — med strategies/cases with /v/ citations
- Coverage Gaps — data limitations and degraded flags
Error Handling
| Error | Fallback |
|---|---|
| No taxonomy matches | Broaden via search_companies name search; flag degraded |
| Empty catalyst calendar | Note sector catalysts may be sparse; rely on knowledge layer |
Memory Load
See contracts/memory-load.md.
Snapshot
See contracts/snapshot-synthesis.md.
Final Summary (TUI)
Include ### Key Citations block with 0-10 clickable /v/ URLs.
References
contracts/citation-and-memory.mdcontracts/output-frontmatter-schema.mdcontracts/memory-load.mdcontracts/snapshot-synthesis.mdcontracts/preflight.mdreferences/knowledge-frameworks.md
© agentii-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med of agentii-ai/agentii-investment-intelligence.
- SKILL.md
- references/knowledge-frameworks.md
- references/modes.md
Open the folder on GitHubat commit 86980e1
Compare with similar skills
Sector Overview Med next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sector Overview Med this skillagentii-ai/agentii-investment-intelligence | 207 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Sector Overviewginlix-ai/LangAlpha | 1.8k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Foundation Models On Deviceaffaan-m/ECC | 277k | 4 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Sector Rotation AnalysisHKUDS/Vibe-Trading | 35k | — | ~965 | Automated safety check: Pass | MIT | |
| Overviewonsi/gomega | 2.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Mdm Device Managementsickn33/agentic-awesome-skills | 47k | 1 repos | ~3k | Automated safety check: Notes | MIT |
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Questions about Sector Overview Med
What does Sector Overview Med do?
Med-sector overview across med.medicinesbiotech and med.medicaldevices with med trends, catalysts, FDA-decision context, and a cross-sector ripple map (quantified sign/magnitude per name). Sector Overview Med is an agent skill from agentii-ai/agentii-investment-intelligence.medicaldevices with med trends, catalysts, FDA-decision context, and a cross-sector ripple map (quantified sign/magnitude per name).
When should I use Sector Overview Med?
Sector Overview Med fits situations like: frame any biotech/pharma/device analysis before diving into a single name.
How do I install Sector Overview Med in Claude Code?
Run `npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a claude-code`. Or copy the skill folder (plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med in agentii-ai/agentii-investment-intelligence) into .claude/skills/sector-overview-med in your project. Claude Code loads it when a task matches its description.
How do I install Sector Overview Med in Codex?
Run `npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a codex`. Or copy the skill folder (plugins/vertical-plugins/bio-pharm/skills/agentii/sector-overview-med in agentii-ai/agentii-investment-intelligence) into .agents/skills/sector-overview-med in your project. Codex loads it when a task matches its description.
Can I use Sector Overview Med in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add agentii-ai/agentii-investment-intelligence --skill sector-overview-med -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sector-overview-med, .gemini/skills/sector-overview-med, .github/skills/sector-overview-med and .opencode/skills/sector-overview-med in your project.
What does Sector Overview Med need to run?
SKILL.md names no scripts, command-line tools or credentials: Sector Overview Med is instructions for the agent only.
Does Sector Overview Med access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Sector Overview Med safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Sector Overview Med use?
Sector Overview Med is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Sector Overview Med use?
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 857 tokens, read only when the agent opens those files.
What are the alternatives to Sector Overview Med?
Skills that share tags, products or a category with Sector Overview Med: Sector Overview (ginlix-ai/LangAlpha, 1.8k stars), Foundation Models On Device (affaan-m/ECC, 277k stars), Sector Rotation Analysis (HKUDS/Vibe-Trading, 35k stars) and Overview (onsi/gomega, 2.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sector Overview Med?
agentii-ai (a GitHub user) maintains it in agentii-ai/agentii-investment-intelligence, which has 207 GitHub stars. The repository holds 79 skills in this directory. The repository was last updated on September 29, 2026.
Source: agentii-ai/agentii-investment-intelligence on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.