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Author SHA1 Message Date
Alexander Whitestone
d203a800a1 docs: verify prompt caching optimization is already implemented (#851)
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2026-04-22 11:50:35 -04:00
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# Issue #851 Verification
## Status: ✅ ALREADY IMPLEMENTED
Issue #851 is a research/audit issue whose own conclusion is that prompt caching is already extensively implemented in hermes-agent and that the remaining work is operational, not a repo-side code change.
This verification confirms that the current repo already contains the core implementation described in the issue body.
## Acceptance Criteria Check
1. ✅ Anthropic / OpenRouter prompt-caching support exists
- `agent/prompt_caching.py:41-72` implements `apply_anthropic_cache_control()` with the documented system-plus-last-3 breakpoint strategy.
- `run_agent.py:8301-8306` applies Anthropic/OpenRouter cache-control breakpoints during API message preparation.
2. ✅ OpenAI/Codex prompt-cache key support exists
- `run_agent.py:6199-6213` sets `prompt_cache_key = self.session_id` on the responses path for non-GitHub responses.
- `run_agent.py:3875-3878` explicitly passes through `prompt_cache_key` in normalized API kwargs.
3. ✅ System-prompt stability and cache-friendly message normalization exist
- `run_agent.py:3155-3157` documents that the system prompt is cached and reused across turns to maximize prefix cache hits.
- `run_agent.py:8314-8339` normalizes whitespace and tool-call JSON for bit-perfect prefix matching across turns.
4. ✅ Cache hit/miss logging infrastructure exists
- `run_agent.py:8966-8980` logs cache read/write token stats, including `cached_tokens`, `cache_creation_input_tokens`, and hit percentage.
## Executed Verification
### Targeted tests run
- `PYTHONPATH=/tmp/BURN2-FORGE-ALPHA-3 python3 -m pytest -q tests/agent/test_prompt_caching.py`
- Result: `14 passed`
### Syntax verification
- `PYTHONPATH=/tmp/BURN2-FORGE-ALPHA-3 python3 -m py_compile agent/prompt_caching.py run_agent.py`
- Result: passed
## Evidence Summary
The issue body says:
- prompt caching is already extensively implemented
- the primary opportunities are operational: routing more workloads to Ollama, verifying provider support, and reporting cache hit rates
The repo state matches that conclusion:
- caching primitives are present
- integration points are wired into the runtime
- targeted tests already exist and pass
- no new implementation change is required to satisfy the issue's repo-side claim
## Recommendation
Close issue #851 as already implemented in the codebase.
If desired, follow-on work should be opened as separate operational issues for:
- Ollama-heavy workload routing
- provider-specific cache verification
- nightly cache hit-rate reporting

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"""Regression tests for bundled skill scripts and local shell execution.
Issue #953 verifies that bundled skill scripts run out of the box from the
installed ~/.hermes/skills tree without manual chmod or PATH surgery.
"""
import shlex
import shutil
import stat
from pathlib import Path
from tools.environments.local import LocalEnvironment
REPO_ROOT = Path(__file__).resolve().parents[2]
SKILLS_ROOT = REPO_ROOT / "skills"
def _bundled_shebang_scripts() -> list[Path]:
scripts: list[Path] = []
for path in SKILLS_ROOT.rglob("*"):
if not path.is_file() or path.is_symlink() or "scripts" not in path.parts:
continue
first_line = path.read_bytes().splitlines()[:1]
if first_line and first_line[0].startswith(b"#!"):
scripts.append(path)
return sorted(scripts)
def test_bundled_skill_shebang_scripts_are_executable():
missing = []
for path in _bundled_shebang_scripts():
mode = stat.S_IMODE(path.stat().st_mode)
if mode & 0o111 == 0:
missing.append(f"{path.relative_to(REPO_ROOT)} ({oct(mode)})")
assert not missing, (
"Bundled shebang scripts must ship executable so synced skill copies run "
"without manual chmod:\n" + "\n".join(missing)
)
def test_local_environment_executes_installed_skill_script_without_manual_prep(tmp_path):
hermes_home = tmp_path / ".hermes"
installed_skill = hermes_home / "skills" / "research" / "arxiv"
installed_skill.parent.mkdir(parents=True, exist_ok=True)
shutil.copytree(SKILLS_ROOT / "research" / "arxiv", installed_skill)
script_path = installed_skill / "scripts" / "search_arxiv.py"
env = LocalEnvironment(
cwd=str(tmp_path),
timeout=15,
env={
"HERMES_HOME": str(hermes_home),
"PATH": "/custom/bin",
},
)
result = env.execute(f"{shlex.quote(str(script_path))} --help")
assert result["returncode"] == 0, result["output"]
assert "Search arXiv and display results in a clean format." in result["output"]
assert "python search_arxiv.py" in result["output"]