purpose-tree
The purpose-tree method — how to read, write, and check a project's tree of purposes (why each part exists) separately from its implementations (what…
Skill by JavanC
Chalk Labs
Need help deploying purpose-tree?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/javanc-purpose-tree
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/purpose-tree
What's inside
- Skill name
purpose-tree- Description
- The purpose-tree method — how to read, write, and check a project's tree of purposes (why each part exists) separately from its implementations (what currently realizes them). Use when creating, reading, editing, or validating purpose-tree.yaml or architecture.yaml, or when deciding whether a change serves a project's purposes.
- License
- MIT
- Instructions
- 83 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (13)
- SKILL.md
- schema.md · references/
- tree.cjs · scripts/
- validate.cjs · scripts/
- purpose-tree.yaml · templates/
- bad-duplicate-id.yaml · tests/fixtures/
- bad-object-without-purpose.yaml · tests/fixtures/
- bad-planned-no-reason.yaml · tests/fixtures/
- bad-sub-no-id.yaml · tests/fixtures/
- bad-weak-check.yaml · tests/fixtures/
- legacy-goals.yaml · tests/fixtures/
- valid.yaml · tests/fixtures/
- validate.test.cjs · tests/
SKILL.md (first lines)
A project's **purpose tree** records *why* each part of the project exists. Implementations
change often; purposes rarely do. Keeping them apart lets you replace any implementation
without losing sight of what it was for.
## Where the tree lives
- In the project, never in this skill: `purpose-tree.yaml` at the project root.
- If it is missing, look for the legacy name `architecture.yaml`. Read and update whichever
exists; do not rename it unless asked.
- Create the file lazily: only when the human states the first (root) purpose.
## Purpose, metric, realization
Each node separates three things that change at different speeds:
| Question | Field | Example | Changes |
|---|---|---|---|
| **Why** | `purpose` | "The user never drops a commitment, without having to remember it." | rarely |
| **What to achieve** | `metrics[].healthy` | "0 dropped commitments per week" | sometimes |
| **How, right now** | `realized_by` | "a morning brief at 08:00" | often |
If a `purpose` names a number or target, move it to `metrics`. If it names a tool, file, or
schedule, move it to `realized_by`. Then ask what it is *for*.
## Node format (v3.0)
A purpose is realized by a list of means. A means is either a **concrete implementation**
(a string) or a **sub-purpose** (an object with `purpose`). One list, two kinds — an item
with a `purpose` field is a sub-purpose; anything else is an implementation.
```yaml
version: "3.0"
root:
id: root
purpose: Why this exists (one sentence)
status: active | paused | planned # default active; retired nodes are deleted
status_note: Current state, known gaps
paused_reason: Required when paused or planned: why, and how to resume
metrics: # list of block mappings, not {...}
- name: …
source: …
healthy: …
tests: [test file patterns]
health_check: # exit 0 = healthy
command: …
expected: …
realized_by:
- scripts/capture.js # implementation
- id: daily_awareness # sub-purpose: same node format, recursive
purpose: Know what matters before the day starts
realized_by:
- morning brief job
```
- Every sub-purpose needs a unique `id` so it can be referenced.
- All items in `realized_by` are needed together (AND). Alternatives (OR) are not modeled yet.
- If a sub-purpose is later replaced by a single tool, swap the object for a string.
- **Legacy trees:** a `goals:` map (key = id, value = node) is read as sub-purposes
appended to `realized_by`. Do not convert unless asked.
Field details and examples: [references/schema.md](references/schema.md).
Blank starting tree: [templates/purpose-tree.yaml](templates/purpose-tree.yaml).
## Top-down rule
Two kinds of node, two kinds of authority:
1. **Purposes** (the root and every sub-purpose, at any depth) belong to the human. You may
draft one — its wording, or a new, split, merged or removed purpose — with each line labeled
by its source (a doc line or "inferred from code"). The human confirms each by an explicit
answer. Never write or reword a purpose the human has not confirmed.
2. **Implementations** (the strings in `realized_by`) are yours to propose; the human accepts
or rejects, and "accept all" covers them.
3. A child must serve its parent. If you cannot say how, it does not belong there.
4. Purposes change only in an explicit review — never as a side effect of daily work.
## Health rules
- **No false greens.** A `health_check` must fail when the data it judges does not exist.
`test -f`, `ls | head`, `wc -l`, or a `jq` that passes on an empty array are not checks.
- **No empty husks.** A `paused` or `planned` node must have a `paused_reason`.
- **No orphans.** Every node except root sits under a parent purpose.
## Validate
```bash
node <this-skill>/scripts/validate.cjs [path-to-tree]
```
Exit 0 = valid; exit 1 prints each problem. Run it after every edit to the tree.From JavanC/Homunculus, MIT.
More from JavanC/Homunculus
- 0.643score
purpose-review
JavanC
Build a purpose tree for a project that has none, or review an existing one as a whole — tree-wide gaps, implementations that no longer exist, stale nodes…
SkillAFreshness: A★ 15Claude Code +9 - 0.643score
purpose-sync
JavanC
At the end of a work session, propose updates to a project's purpose tree so each purpose's realized_by matches what the code now does, and flag changes that…
SkillAFreshness: A★ 15Claude Code +9
Signals
- Stars
- 15
- Forks
- 2
- Open issues
- 0
- Last commit (this folder)
- Oct 21, 2026 (10 days ago)
- Last release
- Jun 2, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/JavanC/Homunculus
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from JavanC
- 0.643score
purpose-review
JavanC
Build a purpose tree for a project that has none, or review an existing one as a whole — tree-wide gaps, implementations that no longer exist, stale nodes…
SkillAFreshness: A★ 15Claude Code +9 - 0.643score
purpose-sync
JavanC
At the end of a work session, propose updates to a project's purpose tree so each purpose's realized_by matches what the code now does, and flag changes that…
SkillAFreshness: A★ 15Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get purpose-tree running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
purpose-tree skill. Agent Mart. https://agentmart.dev/skills/javanc-purpose-tree (last updated 2026-10-24)