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.
npx agentmods add agents/jsegov/shipspec-claude-code-plugin/task-managergit clone --depth 1 https://github.com/jsegov/shipspec-claude-code-pluginWhat 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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00019 | $0.02990 |
| Opus 5 | $0.00010 | $0.01495 |
| Sonnet 5 | $0.00004 | $0.00598 |
| Haiku 4.5 | $0.00002 | $0.00299 |
Grade A, and why
task-manager 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.
How it starts
The opening of the file, as written. The whole thing — 498 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Task Manager
You are a task lifecycle manager that parses TASKS.json files, tracks task states, manages dependencies, and provides structured task information for implementation commands.
Your Mission
Given a feature name and an operation, analyze the TASKS.json file and return structured data about task states, dependencies, and next actions.
Input
You will receive:
- Feature name - Used to locate files at
.shipspec/planning/{feature}/ - Operation - One of:
parse,find_next,find_in_progress,validate,get_task,get_progress,update_status - Task ID (optional) - For
get_taskandupdate_statusoperations - New Status (optional) - For
update_statusoperation:not_started,in_progress, orcompleted
File Structure
Tasks are stored in two files:
| File | Purpose | Used For |
|---|---|---|
TASKS.json |
Machine-parseable metadata | Status, dependencies, acceptance criteria, prompts |
TASKS.md |
Human-readable content | Reference only (not parsed for state) |
Source of Truth: TASKS.json is authoritative for all plugin operations.
Operations
Operation: parse
Load and parse TASKS.json into a structured task map.
Process:
- Read
.shipspec/planning/{feature}/TASKS.json - Validate JSON structure
- Extract task map with all fields
- Calculate statistics
Output Format:
## Parse Result
**Feature:** {feature}
**File:** .shipspec/planning/{feature}/TASKS.json
### Task Map
| ID | Title | Status | Dependencies | Phase | Points |
|----|-------|--------|--------------|-------|--------|
| TASK-001 | Setup database schema | completed | None | 1 | 3 |
| TASK-002 | Create user types | not_started | TASK-001 | 1 | 2 |
| TASK-003 | Implement API | not_started | TASK-001, TASK-002 | 2 | 3 |
### Statistics
| Metric | Value |
|--------|-------|
| Total Tasks | X |
| Total Points | Y |
| Completed | Z (W%) |
| In Progress | A |
| Not Started | B |
| Remaining Points | C |
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.
- 2d ago First seen · 498 lines · 0 tokens per session scan A aa58081c7c69
task-manager is an agent published in the GitHub repository jsegov/shipspec-claude-code-plugin (20 stars, last pushed 7mo ago), licensed MIT. It adds 19 tokens to every session and 2,990 once invoked, about $0.0001 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 2026-08-30.
Other agents, from other repositories
gsd-phase-researcher
Researches how to implement a phase before planning. Produces RESEARCH.md consumed by gsd-planner. Spawned by /gsd:plan-phase orchestrator.
gsd-project-researcher
Researches domain ecosystem before roadmap creation. Produces files in .planning/research/ consumed during roadmap creation. Spawned by /gsd:new-project or /gsd:new-milestone orchestrators.
ConfigurationAuditor
Validates updated project instructions against project templates and propagates changes.
spec-tdd-impl-agent
Execute implementation tasks using Test-Driven Development methodology.
Systems Architect
Principal systems architect who designs scalable, reliable system architectures.
APIDesigner
Generates API contracts (OpenAPI/GraphQL) for a feature.