adaptic

adaptic is a skill for Claude Code from pjt222/agent-almanac. It costs 96 tokens per session (2,687 once invoked), scanned A, original, MIT.

A guided method for combining ideas from several fields into one overall understanding. It is designed for problems where the relationships between at least three domains matter more than isolated expert opinions.

In plain words
What is it for?
Use it for cross-disciplinary problems, major decisions involving multiple stakeholders, or disagreements whose answer may lie between several domains.
Why use it?
It helps resolve situations where reviewing each field separately produces a fragmented compromise. The process is intended to reveal connections and a shared direction across different perspectives.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the agent-almanac plugin — 122 skills, 76 agents shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/pjt222/agent-almanac/adaptic
Any agent
npx skills add pjt222/agent-almanac --skill adaptic
Clone the repo
git clone --depth 1 https://github.com/pjt222/agent-almanac

Made for: Claude Code.

Or install agent-almanac, the plugin that ships this one along with the rest of its 122 skills, 76 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for adaptic

README.md
[![agentmods](https://agentmods.dev/badge/skills/pjt222/agent-almanac/adaptic.svg)](https://agentmods.dev/skills/pjt222/agent-almanac/adaptic)
Your own site
<a href="https://agentmods.dev/skills/pjt222/agent-almanac/adaptic"><img src="https://agentmods.dev/badge/skills/pjt222/agent-almanac/adaptic.svg" alt="Measured on agentmods" height="20"></a>
Per session 96 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,687 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00096 $0.02687
Opus 5 $0.00048 $0.01344
Sonnet 5 $0.00019 $0.00537
Haiku 4.5 $0.00010 $0.00269

Measured 2d ago against content hash 11ae6ebd126c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

adaptic scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

i18n/caveman-lite/skills/adaptic/SKILL.md · 172 lines

How it starts

The opening of the file, as written. The whole thing — 172 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Adaptic

Compose the 5-step synoptic cycle to achieve panoramic synthesis across multiple domains. Where sequential analysis produces compromise ("a little of each"), the synoptic cycle produces integration — a unified understanding that holds all domains simultaneously and finds the emergent whole.

When to Use

  • A problem genuinely spans 3+ domains and the interactions between domains matter more than depth in any one
  • Sequential analysis (polymath style) has been tried but the synthesis feels like compromise rather than integration
  • Existing approaches feel like "a little of each" rather than a unified vision
  • Before major architectural decisions affecting multiple stakeholders
  • When domain experts disagree and the resolution lies between their perspectives, not within any one

When NOT to Use

  • Single-domain problems — use the domain agent directly
  • Well-understood trade-offs where polymath-style sequential analysis suffices
  • Self-care or wellness contexts — use the tending team instead
  • When speed matters more than depth — the full cycle requires sustained attention

Inputs

  • Required: The problem or question requiring multi-domain synthesis
  • Optional: Explicit list of domains to hold (default: auto-detect from problem context)
  • Optional: Depth setting — light, standard, or deep (default: standard)
  • Optional: Expression form — narrative, diagram, table, or recommendation (default: auto)

Configuration

settings:
  depth: standard          # light (skip meditate), standard, deep (extended perceive)
  domains: auto            # auto-detect or explicit list
  expression_form: auto    # narrative, diagram, table, recommendation

Procedure

Step 1: Clear — Empty the Workspace

Run the meditate skill to clear prior context, assumptions, and single-domain bias.

  1. Execute the full meditate procedure: prepare, anchor, observe distractions, close
  2. Pay special attention to domain bias — the tendency to frame the problem through whichever domain was most recently active
  3. Clear any premature solutions that arrived before the full picture was visible
  4. If depth: light is set, abbreviate to a brief context-clearing pause rather than the full meditation

Read the full file on GitHub · 172 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 172 lines · 96 tokens per session scan A 11ae6ebd126c

Subscribe to this mod's changes

adaptic is a skill published in the GitHub repository pjt222/agent-almanac (32 stars, last pushed yesterday), licensed MIT. It adds 96 tokens to every session and 2,687 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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