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 commands/ddunnock/claude-plugins/clarifygit clone --depth 1 https://github.com/ddunnock/claude-pluginsWhat 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 | $0.00012 | $0.03629 |
| Opus 5 | $0.00006 | $0.01814 |
| Sonnet 5 | $0.00002 | $0.00726 |
| Haiku 4.5 | $0.00001 | $0.00363 |
Grade A, and why
clarify 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 — 512 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Clarify
SEAMS-enhanced ambiguity resolution with recommendations and immediate spec updates.
User Input
$ARGUMENTS
You MUST consider the user input before proceeding (if not empty).
Usage
/clarify # Start clarification session
/clarify spec.md # Clarify specific spec
/clarify --category SECURITY # Focus on specific category
/clarify --ralph # Autonomous mode (ralph-loop enabled)
Session Constraints
- Maximum 5 questions asked per interactive session
- Maximum 10 questions total across all sessions for a spec
- Never reveal queued questions in advance
- Atomic save after each answer to prevent context loss
Memory Directives
Load these directive files for context-aware recommendations:
Always loaded:
constitution.md- Global principles, quality gatessecurity.md- Security requirementstesting.md- Test coverage requirementsdocumentation.md- Documentation standards
Project-specific (detected: Python ≥3.11, Poetry, MCP SDK):
python.md- Python standards, type hints, Pyright strictgit-cicd.md- Conventional commits, CI pipeline
SEAMS-Enhanced Taxonomy
Scan using this combined taxonomy. For each category, mark status: Clear / Partial / Missing.
Functional & Behavioral (Original + SEAMS)
| Category | Detection Focus | Status Markers |
|---|---|---|
| SCOPE | Feature boundaries, in/out declarations | [TBD], "etc.", "might include" |
| BEHAVIOR | User actions, state transitions | "should", "might", "probably" |
| SEQUENCE | Order of operations, workflows | "before/after" ambiguity |
| AUTHORITY | Decision makers, permissions, roles | "someone", "appropriate person" |
Data & Integration
| Category | Detection Focus | Status Markers |
|---|---|---|
| DATA | Entities, attributes, formats, validation | Undefined formats, missing rules |
| INTERFACE | API contracts, protocols, external deps | Missing contracts, undefined protocols |
| CONSTRAINT | Limits, bounds, technical constraints | Undefined limits, implicit bounds |
| TEMPORAL | Timing, duration, scheduling | "soon", "quickly", "periodically" |
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 · 512 lines · 12 tokens per session scan A a14e632570d7
clarify is a command published in the GitHub repository ddunnock/claude-plugins (12 stars, last pushed 5mo ago), licensed MIT. It adds 12 tokens to every session and 3,629 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 commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.