pipeline-analysis

SkillDev tools

Med 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.

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

ParameterDefault ValueRationale
asset_scopeall disclosed assetsFull-pipeline enumeration first
include_devicestrueDevices via PMA/De Novo share catalyst logic
valuation_framerisk-adjustedrNPV-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

  1. get_company_drugs / get_company_devices — asset inventory from the 049 universes.
  2. search_sec_filings / read_source_* — phase, status, trial data, guidance.
  3. search_xbrl_facts — cash/R&D spend for runway.
  4. Knowledge layer: search_investment_strategies(sectors=med) + cases for playbook grounding.

Methodology

Retrieval Scope

unstructured_document_search

Retrieval Strategy

  1. Pull asset inventory (get_company_drugs/get_company_devices).
  2. Enrich per-asset phase/status/next-catalyst from filings.
  3. Compute runway from balance-sheet facts.
  4. Size each asset risk-adjusted; ground in strategies/cases.

Temporal Scope

See frontmatter temporal_scope block.

Tool Allowlist

See frontmatter allowed_tools.

Protocol

  1. Asset enumeration
  2. Phase/status enrichment
  3. Runway assessment
  4. 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

FailureFallback
get_company_drugs emptyReconstruct from filings keyword search; annotate coverage_gap
No cash dataFlag runway unavailable
Knowledge tools emptyProceed with structured data only

Output File

{ticker}/{YYYY-MM-DD_HHMM}_pipeline-analysis_{affix}.md

Output Structure

  1. Executive Summary — pipeline stance in 2-3 sentences
  2. Asset Table — phase, indication, next catalyst, risk-adjusted sizing
  3. Value Drivers — top assets with scrutiny-axes assessment
  4. Runway & Funding — quarters of cash, funding needs
  5. Historical Context — strategies/cases with /v/ citations
  6. Coverage Gaps — degraded flags

Error Handling

ErrorFallback
Phase unknownMark "undisclosed"; do not guess
No catalysts foundSay 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.md
  • contracts/output-frontmatter-schema.md
  • contracts/memory-load.md
  • contracts/snapshot-synthesis.md
  • contracts/preflight.md
  • references/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