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/ariel-frischer/autospec/autospec.implementgit clone --depth 1 https://github.com/ariel-frischer/autospecWrote 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.
[](https://agentmods.dev/commands/ariel-frischer/autospec/autospec.implement)<a href="https://agentmods.dev/commands/ariel-frischer/autospec/autospec.implement"><img src="https://agentmods.dev/badge/commands/ariel-frischer/autospec/autospec.implement.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00012 | $0.03560 |
| Opus 5 | $0.00006 | $0.01780 |
| Sonnet 5 | $0.00002 | $0.00712 |
| Haiku 4.5 | $0.00001 | $0.00356 |
Grade A, and why
autospec.implement 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 6d 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 — 292 lines — stays where its author put it; the contents beside it link to each section on GitHub.
User Input
$ARGUMENTS
You MUST consider the user input before proceeding (if not empty).
Execution Boundaries (CRITICAL)
| Flag | Behavior |
|---|---|
--phase N |
Execute ONLY phase N tasks. After completion, output "Phase N complete." and TERMINATE. Do NOT proceed to other phases. |
--context-file |
Use bundled artifacts from context file. Do NOT separately read files listed in _context_meta.skip_reads. |
| (no flags) | Execute all phases sequentially. |
Pre-computed Context
The following paths have been pre-computed and are available for use:
- FEATURE_DIR:
{{.FeatureDir}} - TASKS_FILE:
{{.TasksFile}} - CONSTITUTION_FILE:
{{if .ConstitutionFile}}{{.ConstitutionFile}}{{else}}not found{{end}} - IS_GIT_REPO:
{{.IsGitRepo}}
Outline
-
Phase Context Metadata (CRITICAL - Token Optimization):
Check if
--context-filewas used. If so, parse the_context_metasection FIRST before any other file reads._context_metaFields:phase_artifacts_bundled: true- Indicates that spec.yaml, plan.yaml, and tasks.yaml (phase-filtered) are already bundled in this context filebundled_artifacts- Lists the artifacts included, such as["spec.yaml", "plan.yaml", "tasks.yaml (phase-filtered)", "constitution.yaml"]has_governance- Boolean indicating whether project governance is bundled in thegovernance:section- If
true: Use the bundledgovernance:data as the constitution/governance source of truth - If
false: No constitution was bundled; do not search for a governance file during context-file execution
- If
governance_file- Path to the constitution file when governance is bundledhas_checklists- Boolean indicating whether achecklists/directory exists for this feature- If
false: DO NOT check for, scan, or read from the checklists directory - it doesn't exist, skip step 3 entirely - If
true: Checklists directory exists, proceed to step 3
- If
skip_reads- Explicit list of file paths that are already bundled and MUST NOT be read separately
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.
- 6d ago First seen · 292 lines · 12 tokens per session scan A 8ae2ee55d30d
autospec.implement is a command published in the GitHub repository ariel-frischer/autospec (141 stars, last pushed 27d ago), licensed MIT. It adds 12 tokens to every session and 3,560 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
speckit.checklist
Generate a custom checklist for the current feature based on user requirements. (project).
speckit.analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation. (project).
speckit.specify
Create or update the feature specification from a natural language feature description.
speckit.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. (project).
speckit.implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md (project).
speckit.breakdown
Break down a complex user story into parallelizable sub-specs with dependency tracking.