pipeline-analysis
SkillDev toolsMed pipeline analysis: enumerate a biotech/pharma company's drug/device assets by phase, indication, and next catalyst, with risk-adjusted value framing and cash-runway assessment. The core valuation lens for clinical-stage names.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the pipeline-analysis skill
What this skill tells your AI
The instructions your AI receives, as published by agentii-ai/agentii-investment-intelligence in plugins/vertical-plugins/bio-pharm/skills/agentii/pipeline-analysis/SKILL.md and read by ahel’s review.
Methodology inspired by publicly taught pipeline-valuation frameworks; all text is an original paraphrase.
Defaults
| Parameter | Default Value | Rationale |
|---|---|---|
| asset_scope | all disclosed assets | Full-pipeline enumeration first |
| include_devices | true | Devices via PMA/De Novo share catalyst logic |
| valuation_frame | risk-adjusted | rNPV-style thinking, not raw NPV |
Preflight
Run canonical pre-flight per contracts/preflight.md. Propagate X-Agentii-Trace per contracts/x-agentii-trace-header.md.
Triggers
- "Analyze [biotech ticker]'s pipeline."
- "What's in [ticker]'s clinical portfolio?"
- "Map [ticker]'s assets by phase and indication."
- "What are [ticker]'s next catalysts?"
- "How much runway does [ticker] have?"
- "Risk-adjusted view of [ticker]'s pipeline value."
- "Which of [ticker]'s programs matter most?"
- "Pipeline deep-dive for [ticker]."
- "What devices does [ticker] have in the works?"
- "Compare [ticker]'s pipeline to its peers."
Production Grounding
- Enumerate assets from
get_company_drugs/get_company_devices(049 universes); supplement with filings (search_sec_filings,read_source_*) for trial phase/status. - Phase-aware valuation: discovery/preclinical minimal; P1/P2 option-value; P3/registered majority of risk-adjusted value. Apply AdCom-style scrutiny axes when sizing pivotal-stage assets (per
references/knowledge-frameworks.md). - Cash runway (quarters) gates which catalysts the company can reach; funding risk is pipeline risk.
Data Source Priority
get_company_drugs/get_company_devices— asset inventory from the 049 universes.search_sec_filings/read_source_*— phase, status, trial data, guidance.search_xbrl_facts— cash/R&D spend for runway.- Knowledge layer:
search_investment_strategies(sectors=med)+ cases for playbook grounding.
Methodology
Retrieval Scope
unstructured_document_search
Retrieval Strategy
- Pull asset inventory (
get_company_drugs/get_company_devices). - Enrich per-asset phase/status/next-catalyst from filings.
- Compute runway from balance-sheet facts.
- Size each asset risk-adjusted; ground in strategies/cases.
Temporal Scope
See frontmatter temporal_scope block.
Tool Allowlist
See frontmatter allowed_tools.
Protocol
- Asset enumeration
- Phase/status enrichment
- Runway assessment
- Risk-adjusted synthesis
Modes
- Full pipeline (default): all assets with catalysts.
- Value-drivers: only the top risk-adjusted assets.
- Runway-focused: funding-requirement analysis.
Tool Fallbacks
| Failure | Fallback |
|---|---|
| get_company_drugs empty | Reconstruct from filings keyword search; annotate coverage_gap |
| No cash data | Flag runway unavailable |
| Knowledge tools empty | Proceed with structured data only |
Output File
{ticker}/{YYYY-MM-DD_HHMM}_pipeline-analysis_{affix}.md
Output Structure
- Executive Summary — pipeline stance in 2-3 sentences
- Asset Table — phase, indication, next catalyst, risk-adjusted sizing
- Value Drivers — top assets with scrutiny-axes assessment
- Runway & Funding — quarters of cash, funding needs
- Historical Context — strategies/cases with /v/ citations
- Coverage Gaps — degraded flags
Error Handling
| Error | Fallback |
|---|---|
| Phase unknown | Mark "undisclosed"; do not guess |
| No catalysts found | Say so explicitly; note pipeline may be early-stage |
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
Signals
- GitHub stars
- 204
- Forks
- 16
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
pipeline-analysis- Source
- github.com/agentii-ai/agentii-investment-intelligence