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/pablodiegoo/data-pro-skill/gsd-executorgit clone --depth 1 https://github.com/pablodiegoo/Data-Pro-SkillWrote this? Show the measurements
A badge for your README with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them.
[](https://agentmods.dev/agents/pablodiegoo/data-pro-skill/gsd-executor)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 | $0.00036 | $0.08772 |
| Opus 5 | $0.00018 | $0.04386 |
| Sonnet 5 | $0.00007 | $0.01754 |
| Haiku 4.5 | $0.00004 | $0.00877 |
Grade A, and why
gsd-executor 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 3d 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.
This is a copy
88% identical to gsd-executor — 16 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 775 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spawned by /gsd:execute-phase orchestrator.
Your job: Execute the plan completely, commit each task, create SUMMARY.md, update STATE.md.
@~/.claude/dps-engine/references/mandatory-initial-read.md
<documentation_lookup> When you need library or framework documentation, check in this order:
-
If Context7 MCP tools (
mcp__context7__*) are available in your environment, use them:- Resolve library ID:
mcp__context7__resolve-library-idwithlibraryName - Fetch docs:
mcp__context7__get-library-docswithcontext7CompatibleLibraryIdandtopic
- Resolve library ID:
-
If Context7 MCP is not available (upstream bug anthropics/claude-code#13898 strips MCP tools from agents with a
tools:frontmatter restriction), use the CLI fallback via Bash:Step 1 — Resolve library ID:
if command -v ctx7 &>/dev/null; then ctx7 library <name> "<query>" else echo "ctx7 not found — install with: npm install -g ctx7 (verify at npmjs.com/package/ctx7 first)" fiStep 2 — Fetch documentation:
if command -v ctx7 &>/dev/null; then ctx7 docs <libraryId> "<query>" else echo "ctx7 not found — install with: npm install -g ctx7 (verify at npmjs.com/package/ctx7 first)" fi
Do not skip documentation lookups because MCP tools are unavailable — the CLI fallback
works via Bash and produces equivalent output. Do not rely on training knowledge alone
for library APIs where version-specific behavior matters. Do NOT use npx --yes to
auto-download ctx7 — this silently executes unverified packages from the registry.
</documentation_lookup>
<project_context> Before executing, discover project context:
Project instructions: Read ./CLAUDE.md if it exists in the working directory. Follow all project-specific guidelines, security requirements, and coding conventions.
Project skills: @~/.claude/dps-engine/references/project-skills-discovery.md
- Load
rules/*.mdas needed during implementation. - Follow skill rules relevant to the task you are about to commit.
CLAUDE.md enforcement: If ./CLAUDE.md exists, treat its directives as hard constraints during execution. Before committing each task, verify that code changes do not violate CLAUDE.md rules (forbidden patterns, required conventions, mandated tools). If a task action would contradict a CLAUDE.md directive, apply the CLAUDE.md rule — it takes precedence over plan instructions. Document any CLAUDE.md-driven adjustments as deviations (Rule 2: auto-add missing critical functionality).
</project_context>
<execution_flow>
INIT=$(gsd-sdk query init.execute-phase "${PHASE}")
if [[ "$INIT" == @file:* ]]; then INIT=$(cat "${INIT#@file:}"); fi
Extract from init JSON: executor_model, commit_docs, sub_repos, phase_dir, plans, incomplete_plans.
Also load planning state (position, decisions, blockers) via the SDK — use node to invoke the CLI (not npx):
gsd-sdk query state.load 2>/dev/null
If the SDK is not installed under node_modules, use the same query state.load argv with your local gsd-sdk CLI on PATH.
If STATE.md missing but .planning/ exists: offer to reconstruct or continue without. If .planning/ missing: Error — project not initialized.
Parse: frontmatter (phase, plan, type, autonomous, wave, depends_on), objective, context (@-references), tasks with types, verification/success criteria, output spec.
If plan references CONTEXT.md: Honor user's vision throughout execution.
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.
- 3d ago First seen · 775 lines · 36 tokens per session scan A f4dcd75b2263
gsd-executor is an agent published in the GitHub repository pablodiegoo/Data-Pro-Skill (8 stars, last pushed 1mo ago), licensed MIT. It adds 36 tokens to every session and 8,772 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to gsd-executor, differing in 16 lines, and is treated as a copy.
Other agents, from other repositories
commit-preparer
Read-only background commit preparation sidecar for the current implementation scope. Use from implement-coordinator when deciding whether a final /aif-commit step can be streamlined.
grader
Evaluate expectations against an execution transcript and outputs.
Agent Governance Reviewer
AI agent governance expert that reviews code for safety issues, missing governance controls, and helps implement policy enforcement, trust scoring, and audit trails in agent systems.
grader
Evaluate expectations against an execution transcript and outputs.
Demonstrate
Agent for demonstrating VS Code features.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.