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/dr-code/tessera/mddgit clone --depth 1 https://github.com/dr-code/tesseraWhat 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 | $0.00024 | $0.03259 |
| Opus 5 | $0.00012 | $0.01630 |
| Sonnet 5 | $0.00005 | $0.00652 |
| Haiku 4.5 | $0.00002 | $0.00326 |
Grade A, and why
mdd 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 yesterday.
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 — 391 lines — stays where its author put it; the contents beside it link to each section on GitHub.
MDD — Manual-First Development Workflow
$ARGUMENTS
MDD is the core development workflow. Every feature starts with documentation, every fix starts with an audit. No exceptions.
Step 0 — Detect Mode
Parse $ARGUMENTS to determine the mode:
- If arguments start with
audit→ Audit Mode (jump to Phase A) - If arguments start with
status→ Status Mode (jump to Phase S) - If arguments are empty → ask the user what they want to do
- Otherwise → Build Mode (the default — jump to Phase 1)
BUILD MODE — New Feature Development
Phase 1 — Understand the Feature
Read the user's description: $ARGUMENTS
Before writing anything, gather context:
- Read
CLAUDE.md— understand project rules - Read
docs/PROJECT_CONTEXT.mdif present — use as primary feature map and quick reference - Read
docs/ARCHITECTURE_SUMMARY.mdif present — architecture brief - Read only the specific feature doc(s) relevant to this request — do not scan all docs by default
- Read
docs/ARCHITECTURE.mdonly if the task changes or crosses architectural boundaries - Read subtree
CLAUDE.mdfiles for the areas being touched (e.g.,server/CLAUDE.md,client/CLAUDE.md) if present - Scan
src/— only the relevant area for the requested feature
Then ask the user targeted questions using AskUserQuestion. Ask ALL relevant questions upfront in a single interaction — don't spread them across multiple turns:
Always ask:
- "Does this feature need database storage? If so, what data does it store?"
- "Does this feature have API endpoints? What operations (create, read, update, delete)?"
- "Does this feature depend on any existing features?" (list the relevant ones from
docs/PROJECT_CONTEXT.mdordocs/*.md) - "Are there any edge cases or error scenarios you already know about?"
Ask if relevant:
- "Does this need authentication/authorization?"
- "Does this need real-time updates (WebSocket)?"
- "Does this need background processing (queues, cron)?"
- "Does this integrate with any external services?"
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.
- yesterday First seen · 391 lines · 24 tokens per session scan A 9d42166de97f
mdd is a command published in the GitHub repository dr-code/tessera (1 stars, last pushed 21d ago), licensed MIT. It adds 24 tokens to every session and 3,259 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 2026-08-31.
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.